{
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    "attribution": "Anchor Terminal (https://www.anchorterminal.com)",
    "docs": "https://www.anchorterminal.com/docs/",
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    "method": "https://www.anchorterminal.com/benchmark/",
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            "tool": "automations_send_test",
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            "rule": "TC15",
            "severity": "warn",
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            "message": "inputSchema uses $ref/$defs",
            "fix": "Inline the referenced schemas. Pydantic and zod-to-json-schema emit $defs for nested models; most can be told not to."
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            "rule": "TC15",
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            "tool": "automations_send_test",
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            "tool": "automations_update",
            "message": "inputSchema uses $ref/$defs",
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            "severity": "warn",
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            "rule": "TC21",
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            "severity": "warn",
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            "message": "the definition is about 2,675 tokens",
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            "rule": "TC22",
            "severity": "warn",
            "tool": "broadcasts_update",
            "message": "the definition is about 4,572 tokens",
            "fix": "Trim the description and parameter docs, or split the tool."
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            "rule": "TC22",
            "severity": "warn",
            "tool": "discovery_get_capabilities",
            "message": "the definition is about 2,694 tokens",
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            "rule": "TC22",
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            "fix": "Trim the description and parameter docs, or split the tool."
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            "rule": "TC23",
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            "fix": "Split the server by job, or offer a smaller default toolset (a read-only set, or a search-then-call pattern)."
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                                "type": "string"
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                                "type": "string"
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                                "type": "string"
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                          "scopes": {
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                              "expired",
                              "revoked",
                              "rotated"
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                "type": "object"
              },
              "operation_id": {
                "const": "getWorkspace",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/Workspace"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "idempotentHint": true,
            "openWorldHint": false,
            "readOnlyHint": true,
            "title": "Get the current workspace"
          }
        },
        {
          "name": "sender_identities_list",
          "title": "List sender identities",
          "description": "Returns a bounded page of enabled sender names, addresses, and provider types that can be selected for Broadcasts and Sequences. Provider credentials and configuration are never returned. Permission: workspace:read. Pagination: use bounded pages and returned cursors. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "additionalProperties": false,
            "properties": {
              "limit": {
                "description": "Maximum number of sender identities to return.",
                "maximum": 100,
                "minimum": 1,
                "type": "integer"
              },
              "starting_after": {
                "description": "Opaque next_cursor returned by the previous sender identity page.",
                "type": "string"
              }
            },
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "Pagination": {
                "properties": {
                  "has_more": {
                    "type": "boolean"
                  },
                  "next_cursor": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "has_more",
                  "next_cursor"
                ],
                "type": "object"
              },
              "SenderIdentity": {
                "additionalProperties": false,
                "properties": {
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "from_email": {
                    "format": "email",
                    "type": "string"
                  },
                  "from_name": {
                    "type": "string"
                  },
                  "id": {
                    "type": "string"
                  },
                  "name": {
                    "type": "string"
                  },
                  "provider": {
                    "description": "The configured email delivery provider. No provider credentials or configuration are returned.",
                    "type": "string"
                  },
                  "ready_for_selection": {
                    "description": "True because this read returns only enabled sender identities linked to the current workspace.",
                    "enum": [
                      true
                    ],
                    "type": "boolean"
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "name",
                  "provider",
                  "from_name",
                  "from_email",
                  "ready_for_selection",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "listSenderIdentities",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "items": {
                      "$ref": "#/$defs/SenderIdentity"
                    },
                    "type": "array"
                  },
                  "pagination": {
                    "$ref": "#/$defs/Pagination"
                  }
                },
                "required": [
                  "data",
                  "pagination"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "idempotentHint": true,
            "openWorldHint": false,
            "readOnlyHint": true,
            "title": "List sender identities"
          }
        },
        {
          "name": "sender_identities_get",
          "title": "Get a sender identity",
          "description": "Returns one enabled sender name, address, and provider type by stable identifier. Provider credentials and configuration are never returned. Permission: workspace:read. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "additionalProperties": false,
            "properties": {
              "sender_identity_id": {
                "description": "The sender identity identifier.",
                "type": "string"
              }
            },
            "required": [
              "sender_identity_id"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "SenderIdentity": {
                "additionalProperties": false,
                "properties": {
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "from_email": {
                    "format": "email",
                    "type": "string"
                  },
                  "from_name": {
                    "type": "string"
                  },
                  "id": {
                    "type": "string"
                  },
                  "name": {
                    "type": "string"
                  },
                  "provider": {
                    "description": "The configured email delivery provider. No provider credentials or configuration are returned.",
                    "type": "string"
                  },
                  "ready_for_selection": {
                    "description": "True because this read returns only enabled sender identities linked to the current workspace.",
                    "enum": [
                      true
                    ],
                    "type": "boolean"
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "name",
                  "provider",
                  "from_name",
                  "from_email",
                  "ready_for_selection",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "getSenderIdentity",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/SenderIdentity"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "idempotentHint": true,
            "openWorldHint": false,
            "readOnlyHint": true,
            "title": "Get a sender identity"
          }
        },
        {
          "name": "analytics_create_report",
          "title": "Create or reuse an analytics report",
          "description": "Runs from compact rollups. Ranges through 31 days complete inline; longer ranges are queued. Results expire after 24 hours and never exceed 100 rows. Effect: workspace-change. Retry with the same idempotency_key. Permission: analytics:read. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "$defs": {
              "AnalyticsReportCreateRequest": {
                "additionalProperties": false,
                "properties": {
                  "compare_previous": {
                    "default": true,
                    "type": "boolean"
                  },
                  "from": {
                    "format": "date",
                    "type": "string"
                  },
                  "group_by": {
                    "items": {
                      "enum": [
                        "source_type",
                        "source",
                        "message",
                        "provider",
                        "day"
                      ],
                      "type": "string"
                    },
                    "maxItems": 2,
                    "type": "array"
                  },
                  "source_ids": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "source_types": {
                    "items": {
                      "enum": [
                        "broadcast",
                        "sequence",
                        "automation"
                      ],
                      "type": "string"
                    },
                    "maxItems": 3,
                    "type": "array"
                  },
                  "to": {
                    "format": "date",
                    "type": "string"
                  }
                },
                "required": [
                  "from",
                  "to"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "properties": {
              "body": {
                "$ref": "#/$defs/AnalyticsReportCreateRequest",
                "description": "The exact JSON request body defined by the Mailrith public API contract.",
                "type": "object"
              },
              "idempotency_key": {
                "description": "Optional idempotency key to retry the request safely. It must not exceed 256 UTF-8 bytes.",
                "maxLength": 256,
                "type": "string"
              }
            },
            "required": [
              "body"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "AnalyticsReport": {
                "additionalProperties": true,
                "description": "A 24-hour cached report with at most 100 aggregate rows, explicit definitions, freshness, attribution, and optional previous-period comparison.",
                "properties": {
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  }
                },
                "required": [
                  "self"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "createAnalyticsReport",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "anyOf": [
                  {
                    "properties": {
                      "data": {
                        "$ref": "#/$defs/AnalyticsReport"
                      }
                    },
                    "required": [
                      "data"
                    ],
                    "type": "object"
                  },
                  {
                    "properties": {
                      "data": {
                        "$ref": "#/$defs/AnalyticsReport"
                      }
                    },
                    "required": [
                      "data"
                    ],
                    "type": "object"
                  }
                ]
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "idempotentHint": false,
            "openWorldHint": false,
            "readOnlyHint": false,
            "title": "Create or reuse an analytics report"
          }
        },
        {
          "name": "analytics_get_report",
          "title": "Get an analytics report",
          "description": "Returns one unexpired bounded analytics report by identifier. Permission: analytics:read. Pagination: use bounded pages and returned cursors. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "additionalProperties": false,
            "properties": {
              "limit": {
                "description": "Maximum aggregate row count, from 1 to 50.",
                "maximum": 50,
                "minimum": 1,
                "type": "integer"
              },
              "report_id": {
                "description": "Stable analytics report identifier.",
                "type": "string"
              },
              "starting_after": {
                "description": "Opaque next_cursor returned by the previous report page.",
                "type": "string"
              }
            },
            "required": [
              "report_id"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "AnalyticsReport": {
                "additionalProperties": true,
                "description": "A 24-hour cached report with at most 100 aggregate rows, explicit definitions, freshness, attribution, and optional previous-period comparison.",
                "properties": {
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  }
                },
                "required": [
                  "self"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "getAnalyticsReport",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/AnalyticsReport"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "idempotentHint": true,
            "openWorldHint": false,
            "readOnlyHint": true,
            "title": "Get an analytics report"
          }
        },
        {
          "name": "subscribers_list",
          "title": "List subscribers",
          "description": "Returns subscribers in the authenticated workspace, sorted from newest to oldest. Permission: subscribers:read. Pagination: use bounded pages and returned cursors. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "additionalProperties": false,
            "properties": {
              "cold_only": {
                "description": "When `true`, return only cold subscribers.",
                "type": "boolean"
              },
              "email": {
                "description": "Filter subscribers by an exact subscriber email address.",
                "format": "email",
                "type": "string"
              },
              "limit": {
                "description": "Maximum number of subscribers to return. Defaults to 25 and is capped at 100.",
                "maximum": 100,
                "minimum": 1,
                "type": "integer"
              },
              "search": {
                "description": "Filter subscribers by name, email, or status.",
                "type": "string"
              },
              "sequence_id": {
                "description": "Return subscribers that match this sequence ID. Repeat `sequence_id` or use `sequence_ids` to match any of several sequences.",
                "type": "string"
              },
              "sequence_ids": {
                "description": "Comma-separated sequence IDs. By default, the API returns only subscribers who are active in any listed sequence.",
                "type": "string"
              },
              "sequence_operator": {
                "default": "is_active_in_any_of",
                "description": "Controls how sequence filters are applied. Defaults to `is_active_in_any_of`.",
                "enum": [
                  "is_active_in_any_of",
                  "is_not_active_in_any_of",
                  "has_completed_any_of",
                  "has_not_completed_any_of",
                  "has_ever_been_in_any_of",
                  "has_never_been_in_any_of"
                ],
                "type": "string"
              },
              "starting_after": {
                "description": "Use the opaque cursor from the previous page to request the next page.",
                "type": "string"
              },
              "status": {
                "description": "Filter subscribers by subscriber status.",
                "enum": [
                  "Active",
                  "Unconfirmed",
                  "Unsubscribed",
                  "Complained",
                  "Bounced",
                  "Blocked"
                ],
                "type": "string"
              },
              "tag_id": {
                "description": "Return subscribers that currently have this tag ID. Repeat `tag_id` or use `tag_ids` to match any of several tags.",
                "type": "string"
              },
              "tag_ids": {
                "description": "Comma-separated tag IDs. By default, the API returns subscribers who have any listed tag.",
                "type": "string"
              },
              "tag_operator": {
                "default": "has_any_of",
                "description": "Controls how tag filters are applied. Defaults to `has_any_of`.",
                "enum": [
                  "has_any_of",
                  "has_none_of"
                ],
                "type": "string"
              }
            },
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "Pagination": {
                "properties": {
                  "has_more": {
                    "type": "boolean"
                  },
                  "next_cursor": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "has_more",
                  "next_cursor"
                ],
                "type": "object"
              },
              "Subscriber": {
                "properties": {
                  "country": {
                    "anyOf": [
                      {
                        "description": "Two-letter country code or country name. Mailrith stores Subscriber country as a two-letter country code.",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "custom_fields": {
                    "additionalProperties": true,
                    "type": "object"
                  },
                  "email": {
                    "format": "email",
                    "type": "string"
                  },
                  "id": {
                    "type": "string"
                  },
                  "last_opened_at": {
                    "anyOf": [
                      {
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "name": {
                    "type": "string"
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "sequence_ids": {
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "status": {
                    "enum": [
                      "Active",
                      "Unconfirmed",
                      "Unsubscribed",
                      "Complained",
                      "Bounced",
                      "Blocked"
                    ],
                    "type": "string"
                  },
                  "subscribed_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "tags": {
                    "items": {
                      "$ref": "#/$defs/TagSummary"
                    },
                    "type": "array"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "email",
                  "name",
                  "status",
                  "country",
                  "subscribed_at",
                  "tags",
                  "sequence_ids",
                  "custom_fields",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              },
              "TagSummary": {
                "properties": {
                  "id": {
                    "type": "string"
                  },
                  "name": {
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "name"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "listSubscribers",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "items": {
                      "$ref": "#/$defs/Subscriber"
                    },
                    "type": "array"
                  },
                  "pagination": {
                    "$ref": "#/$defs/Pagination"
                  }
                },
                "required": [
                  "data",
                  "pagination"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "idempotentHint": true,
            "openWorldHint": false,
            "readOnlyHint": true,
            "title": "List subscribers"
          }
        },
        {
          "name": "subscribers_get",
          "title": "Get a subscriber",
          "description": "Returns one Subscriber by its stable identifier from the authenticated workspace. Permission: subscribers:read. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "additionalProperties": false,
            "properties": {
              "subscriber_id": {
                "description": "The Subscriber identifier.",
                "type": "string"
              }
            },
            "required": [
              "subscriber_id"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "Subscriber": {
                "properties": {
                  "country": {
                    "anyOf": [
                      {
                        "description": "Two-letter country code or country name. Mailrith stores Subscriber country as a two-letter country code.",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "custom_fields": {
                    "additionalProperties": true,
                    "type": "object"
                  },
                  "email": {
                    "format": "email",
                    "type": "string"
                  },
                  "id": {
                    "type": "string"
                  },
                  "last_opened_at": {
                    "anyOf": [
                      {
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "name": {
                    "type": "string"
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "sequence_ids": {
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "status": {
                    "enum": [
                      "Active",
                      "Unconfirmed",
                      "Unsubscribed",
                      "Complained",
                      "Bounced",
                      "Blocked"
                    ],
                    "type": "string"
                  },
                  "subscribed_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "tags": {
                    "items": {
                      "$ref": "#/$defs/TagSummary"
                    },
                    "type": "array"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "email",
                  "name",
                  "status",
                  "country",
                  "subscribed_at",
                  "tags",
                  "sequence_ids",
                  "custom_fields",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              },
              "TagSummary": {
                "properties": {
                  "id": {
                    "type": "string"
                  },
                  "name": {
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "name"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "getSubscriber",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/Subscriber"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "idempotentHint": true,
            "openWorldHint": false,
            "readOnlyHint": true,
            "title": "Get a subscriber"
          }
        },
        {
          "name": "subscribers_upsert",
          "title": "Create or upsert a subscriber",
          "description": "Creates a new subscriber when the email does not exist in the workspace. If the email already exists, the API updates the existing subscriber unless create_only is true. Effect: external-email. Retry with the same idempotency_key. Permissions: live_actions:write, subscribers:write. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "$defs": {
              "ConsentEvidence": {
                "additionalProperties": false,
                "description": "Compact evidence required when the public API makes a Subscriber Active. Keep raw consent text, IP addresses, and user-agent data in your evidence system; Mailrith stores only this version, reference, URL, and optional SHA-256 digest.",
                "properties": {
                  "collected_at": {
                    "description": "When the consent evidence was collected, as ISO 8601 with an explicit UTC offset. This must not be later than Mailrith's server time. Do not treat a workspace-local clock as UTC; use the evidence record's confirmed timestamp.",
                    "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:[01]\\d|2[0-3]):[0-5]\\d:[0-5]\\d(?:\\.\\d+)?(?:Z|[+-](?:[01]\\d|2[0-3]):[0-5]\\d)$",
                    "type": "string"
                  },
                  "consent_text_version": {
                    "anyOf": [
                      {
                        "maxLength": 128,
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "evidence_reference": {
                    "maxLength": 512,
                    "type": "string"
                  },
                  "lawful_basis": {
                    "maxLength": 64,
                    "type": "string"
                  },
                  "source_url": {
                    "anyOf": [
                      {
                        "format": "uri",
                        "maxLength": 2048,
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "technical_evidence_hash": {
                    "anyOf": [
                      {
                        "pattern": "^[a-f0-9]{64}$",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "lawful_basis",
                  "collected_at",
                  "evidence_reference"
                ],
                "type": "object"
              },
              "SubscriberUpsertRequest": {
                "example": {
                  "country": "DE",
                  "custom_fields": {
                    "cf_company": "Analytical Engines"
                  },
                  "email": "ada@example.com",
                  "name": "Ada Lovelace",
                  "status": "Unconfirmed"
                },
                "examples": [
                  {
                    "country": "DE",
                    "custom_fields": {
                      "cf_company": "Analytical Engines"
                    },
                    "email": "ada@example.com",
                    "name": "Ada Lovelace",
                    "status": "Unconfirmed"
                  }
                ],
                "properties": {
                  "consent_evidence": {
                    "$ref": "#/$defs/ConsentEvidence"
                  },
                  "country": {
                    "anyOf": [
                      {
                        "description": "Two-letter country code or country name. Mailrith stores Subscriber country as a two-letter country code.",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "create_only": {
                    "description": "When true, Mailrith returns a 409 conflict instead of updating an existing subscriber with the same email.",
                    "type": "boolean"
                  },
                  "custom_fields": {
                    "additionalProperties": true,
                    "description": "Custom field values keyed by custom field ID. For Multi Select fields, send an array of option names or a comma-separated string. Blank optional values leave saved values unchanged when updating an existing subscriber, and filled-in invalid values are rejected.",
                    "type": "object"
                  },
                  "email": {
                    "format": "email",
                    "type": "string"
                  },
                  "name": {
                    "type": "string"
                  },
                  "status": {
                    "enum": [
                      "Active",
                      "Unconfirmed",
                      "Unsubscribed",
                      "Complained",
                      "Bounced",
                      "Blocked"
                    ],
                    "type": "string"
                  },
                  "subscribed_on": {
                    "description": "Subscriber-local subscription date in YYYY-MM-DD format.",
                    "example": "2026-04-11",
                    "examples": [
                      "2026-04-11"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "email"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "properties": {
              "body": {
                "$ref": "#/$defs/SubscriberUpsertRequest",
                "description": "The exact JSON request body defined by the Mailrith public API contract.",
                "type": "object"
              },
              "idempotency_key": {
                "description": "Optional idempotency key to retry the request safely. It must not exceed 256 UTF-8 bytes.",
                "maxLength": 256,
                "type": "string"
              }
            },
            "required": [
              "body"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "Subscriber": {
                "properties": {
                  "country": {
                    "anyOf": [
                      {
                        "description": "Two-letter country code or country name. Mailrith stores Subscriber country as a two-letter country code.",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "custom_fields": {
                    "additionalProperties": true,
                    "type": "object"
                  },
                  "email": {
                    "format": "email",
                    "type": "string"
                  },
                  "id": {
                    "type": "string"
                  },
                  "last_opened_at": {
                    "anyOf": [
                      {
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "name": {
                    "type": "string"
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "sequence_ids": {
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "status": {
                    "enum": [
                      "Active",
                      "Unconfirmed",
                      "Unsubscribed",
                      "Complained",
                      "Bounced",
                      "Blocked"
                    ],
                    "type": "string"
                  },
                  "subscribed_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "tags": {
                    "items": {
                      "$ref": "#/$defs/TagSummary"
                    },
                    "type": "array"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "email",
                  "name",
                  "status",
                  "country",
                  "subscribed_at",
                  "tags",
                  "sequence_ids",
                  "custom_fields",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              },
              "TagSummary": {
                "properties": {
                  "id": {
                    "type": "string"
                  },
                  "name": {
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "name"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "upsertSubscriber",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "anyOf": [
                  {
                    "properties": {
                      "data": {
                        "$ref": "#/$defs/Subscriber"
                      }
                    },
                    "required": [
                      "data"
                    ],
                    "type": "object"
                  },
                  {
                    "properties": {
                      "data": {
                        "$ref": "#/$defs/Subscriber"
                      }
                    },
                    "required": [
                      "data"
                    ],
                    "type": "object"
                  }
                ]
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": true,
            "idempotentHint": false,
            "openWorldHint": true,
            "readOnlyHint": false,
            "title": "Create or upsert a subscriber"
          }
        },
        {
          "name": "subscribers_update",
          "title": "Update a subscriber",
          "description": "Updates profile fields, status, custom fields, tags, or sequence assignments for one subscriber. Fields omitted from the request stay unchanged. Blank optional custom field values also leave saved values unchanged, and filled-in invalid values are rejected. Effect: subscriber-change. Retry after reading the current resource state. Permission: subscribers:write. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "$defs": {
              "SubscriberUpdateRequest": {
                "example": {
                  "country": "DE",
                  "custom_fields": {
                    "cf_company": "Analytical Engines"
                  },
                  "name": "Ada Lovelace"
                },
                "examples": [
                  {
                    "country": "DE",
                    "custom_fields": {
                      "cf_company": "Analytical Engines"
                    },
                    "name": "Ada Lovelace"
                  }
                ],
                "properties": {
                  "country": {
                    "anyOf": [
                      {
                        "description": "Two-letter country code or country name. Mailrith stores Subscriber country as a two-letter country code.",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "custom_fields": {
                    "additionalProperties": true,
                    "description": "Custom field values keyed by custom field ID. For Multi Select fields, send an array of option names or a comma-separated string. Blank optional values leave saved values unchanged, and filled-in invalid values are rejected.",
                    "type": "object"
                  },
                  "email": {
                    "format": "email",
                    "type": "string"
                  },
                  "name": {
                    "type": "string"
                  },
                  "subscribed_on": {
                    "description": "Subscriber-local subscription date in YYYY-MM-DD format.",
                    "example": "2026-04-11",
                    "examples": [
                      "2026-04-11"
                    ],
                    "type": "string"
                  }
                },
                "type": "object"
              }
            },
            "additionalProperties": false,
            "properties": {
              "body": {
                "$ref": "#/$defs/SubscriberUpdateRequest",
                "description": "The exact JSON request body defined by the Mailrith public API contract.",
                "type": "object"
              },
              "subscriber_id": {
                "description": "The subscriber identifier.",
                "type": "string"
              }
            },
            "required": [
              "subscriber_id",
              "body"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "Subscriber": {
                "properties": {
                  "country": {
                    "anyOf": [
                      {
                        "description": "Two-letter country code or country name. Mailrith stores Subscriber country as a two-letter country code.",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "custom_fields": {
                    "additionalProperties": true,
                    "type": "object"
                  },
                  "email": {
                    "format": "email",
                    "type": "string"
                  },
                  "id": {
                    "type": "string"
                  },
                  "last_opened_at": {
                    "anyOf": [
                      {
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "name": {
                    "type": "string"
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "sequence_ids": {
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "status": {
                    "enum": [
                      "Active",
                      "Unconfirmed",
                      "Unsubscribed",
                      "Complained",
                      "Bounced",
                      "Blocked"
                    ],
                    "type": "string"
                  },
                  "subscribed_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "tags": {
                    "items": {
                      "$ref": "#/$defs/TagSummary"
                    },
                    "type": "array"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "email",
                  "name",
                  "status",
                  "country",
                  "subscribed_at",
                  "tags",
                  "sequence_ids",
                  "custom_fields",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              },
              "TagSummary": {
                "properties": {
                  "id": {
                    "type": "string"
                  },
                  "name": {
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "name"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "updateSubscriber",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/Subscriber"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": true,
            "idempotentHint": true,
            "openWorldHint": false,
            "readOnlyHint": false,
            "title": "Update a subscriber"
          }
        },
        {
          "name": "subscribers_update_status",
          "title": "Change Subscriber sending eligibility",
          "description": "Changes the delivery status for one Subscriber without changing profile, targeting, or Sequence enrollment fields. Making a Subscriber Active requires consent_evidence; its collected_at value must include the correct UTC offset and must not be later than Mailrith's server time. Effect: external-email. Retry after reading the current resource state. Permissions: live_actions:write, subscribers:write. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "$defs": {
              "ConsentEvidence": {
                "additionalProperties": false,
                "description": "Compact evidence required when the public API makes a Subscriber Active. Keep raw consent text, IP addresses, and user-agent data in your evidence system; Mailrith stores only this version, reference, URL, and optional SHA-256 digest.",
                "properties": {
                  "collected_at": {
                    "description": "When the consent evidence was collected, as ISO 8601 with an explicit UTC offset. This must not be later than Mailrith's server time. Do not treat a workspace-local clock as UTC; use the evidence record's confirmed timestamp.",
                    "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:[01]\\d|2[0-3]):[0-5]\\d:[0-5]\\d(?:\\.\\d+)?(?:Z|[+-](?:[01]\\d|2[0-3]):[0-5]\\d)$",
                    "type": "string"
                  },
                  "consent_text_version": {
                    "anyOf": [
                      {
                        "maxLength": 128,
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "evidence_reference": {
                    "maxLength": 512,
                    "type": "string"
                  },
                  "lawful_basis": {
                    "maxLength": 64,
                    "type": "string"
                  },
                  "source_url": {
                    "anyOf": [
                      {
                        "format": "uri",
                        "maxLength": 2048,
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "technical_evidence_hash": {
                    "anyOf": [
                      {
                        "pattern": "^[a-f0-9]{64}$",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "lawful_basis",
                  "collected_at",
                  "evidence_reference"
                ],
                "type": "object"
              },
              "SubscriberStatusRequest": {
                "properties": {
                  "consent_evidence": {
                    "$ref": "#/$defs/ConsentEvidence"
                  },
                  "status": {
                    "enum": [
                      "Active",
                      "Unconfirmed",
                      "Unsubscribed",
                      "Complained",
                      "Bounced",
                      "Blocked"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "status"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "properties": {
              "body": {
                "$ref": "#/$defs/SubscriberStatusRequest",
                "description": "The exact JSON request body defined by the Mailrith public API contract.",
                "type": "object"
              },
              "subscriber_id": {
                "description": "The Subscriber identifier.",
                "type": "string"
              }
            },
            "required": [
              "subscriber_id",
              "body"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "Subscriber": {
                "properties": {
                  "country": {
                    "anyOf": [
                      {
                        "description": "Two-letter country code or country name. Mailrith stores Subscriber country as a two-letter country code.",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "custom_fields": {
                    "additionalProperties": true,
                    "type": "object"
                  },
                  "email": {
                    "format": "email",
                    "type": "string"
                  },
                  "id": {
                    "type": "string"
                  },
                  "last_opened_at": {
                    "anyOf": [
                      {
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "name": {
                    "type": "string"
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "sequence_ids": {
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "status": {
                    "enum": [
                      "Active",
                      "Unconfirmed",
                      "Unsubscribed",
                      "Complained",
                      "Bounced",
                      "Blocked"
                    ],
                    "type": "string"
                  },
                  "subscribed_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "tags": {
                    "items": {
                      "$ref": "#/$defs/TagSummary"
                    },
                    "type": "array"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "email",
                  "name",
                  "status",
                  "country",
                  "subscribed_at",
                  "tags",
                  "sequence_ids",
                  "custom_fields",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              },
              "TagSummary": {
                "properties": {
                  "id": {
                    "type": "string"
                  },
                  "name": {
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "name"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "updateSubscriberStatus",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/Subscriber"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": true,
            "idempotentHint": true,
            "openWorldHint": true,
            "readOnlyHint": false,
            "title": "Change Subscriber sending eligibility"
          }
        },
        {
          "name": "subscribers_add_tag",
          "title": "Add a Tag to a Subscriber",
          "description": "Adds the selected Tag to a Subscriber. If the Subscriber already has the Tag, the API returns the Subscriber unchanged. Effect: external-email. Retry after reading the current resource state. Permissions: live_actions:write, subscribers:write. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "additionalProperties": false,
            "properties": {
              "subscriber_id": {
                "description": "The Subscriber identifier.",
                "type": "string"
              },
              "tag_id": {
                "description": "The Tag identifier.",
                "type": "string"
              }
            },
            "required": [
              "subscriber_id",
              "tag_id"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "Subscriber": {
                "properties": {
                  "country": {
                    "anyOf": [
                      {
                        "description": "Two-letter country code or country name. Mailrith stores Subscriber country as a two-letter country code.",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "custom_fields": {
                    "additionalProperties": true,
                    "type": "object"
                  },
                  "email": {
                    "format": "email",
                    "type": "string"
                  },
                  "id": {
                    "type": "string"
                  },
                  "last_opened_at": {
                    "anyOf": [
                      {
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "name": {
                    "type": "string"
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "sequence_ids": {
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "status": {
                    "enum": [
                      "Active",
                      "Unconfirmed",
                      "Unsubscribed",
                      "Complained",
                      "Bounced",
                      "Blocked"
                    ],
                    "type": "string"
                  },
                  "subscribed_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "tags": {
                    "items": {
                      "$ref": "#/$defs/TagSummary"
                    },
                    "type": "array"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "email",
                  "name",
                  "status",
                  "country",
                  "subscribed_at",
                  "tags",
                  "sequence_ids",
                  "custom_fields",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              },
              "TagSummary": {
                "properties": {
                  "id": {
                    "type": "string"
                  },
                  "name": {
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "name"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "addSubscriberTag",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/Subscriber"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": true,
            "idempotentHint": true,
            "openWorldHint": true,
            "readOnlyHint": false,
            "title": "Add a Tag to a Subscriber"
          }
        },
        {
          "name": "subscribers_remove_tag",
          "title": "Remove a tag from a subscriber",
          "description": "Removes the selected tag from a subscriber. If the subscriber does not have the tag, the API returns the subscriber unchanged. Effect: external-email. Retry after reading the current resource state. Permissions: live_actions:write, subscribers:write. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "additionalProperties": false,
            "properties": {
              "subscriber_id": {
                "description": "The subscriber identifier.",
                "type": "string"
              },
              "tag_id": {
                "description": "The tag identifier.",
                "type": "string"
              }
            },
            "required": [
              "subscriber_id",
              "tag_id"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "Subscriber": {
                "properties": {
                  "country": {
                    "anyOf": [
                      {
                        "description": "Two-letter country code or country name. Mailrith stores Subscriber country as a two-letter country code.",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "custom_fields": {
                    "additionalProperties": true,
                    "type": "object"
                  },
                  "email": {
                    "format": "email",
                    "type": "string"
                  },
                  "id": {
                    "type": "string"
                  },
                  "last_opened_at": {
                    "anyOf": [
                      {
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "name": {
                    "type": "string"
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "sequence_ids": {
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "status": {
                    "enum": [
                      "Active",
                      "Unconfirmed",
                      "Unsubscribed",
                      "Complained",
                      "Bounced",
                      "Blocked"
                    ],
                    "type": "string"
                  },
                  "subscribed_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "tags": {
                    "items": {
                      "$ref": "#/$defs/TagSummary"
                    },
                    "type": "array"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "email",
                  "name",
                  "status",
                  "country",
                  "subscribed_at",
                  "tags",
                  "sequence_ids",
                  "custom_fields",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              },
              "TagSummary": {
                "properties": {
                  "id": {
                    "type": "string"
                  },
                  "name": {
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "name"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "removeSubscriberTag",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/Subscriber"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": true,
            "idempotentHint": true,
            "openWorldHint": true,
            "readOnlyHint": false,
            "title": "Remove a tag from a subscriber"
          }
        },
        {
          "name": "subscribers_add_to_sequence",
          "title": "Add a subscriber to a sequence",
          "description": "Adds the selected subscriber to the selected sequence. If the subscriber is already in the sequence, the API returns the subscriber unchanged. Effect: external-email. Retry after reading the current resource state. Permissions: live_actions:write, subscribers:write. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "additionalProperties": false,
            "properties": {
              "sequence_id": {
                "description": "The sequence identifier.",
                "type": "string"
              },
              "subscriber_id": {
                "description": "The subscriber identifier.",
                "type": "string"
              }
            },
            "required": [
              "subscriber_id",
              "sequence_id"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "Subscriber": {
                "properties": {
                  "country": {
                    "anyOf": [
                      {
                        "description": "Two-letter country code or country name. Mailrith stores Subscriber country as a two-letter country code.",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "custom_fields": {
                    "additionalProperties": true,
                    "type": "object"
                  },
                  "email": {
                    "format": "email",
                    "type": "string"
                  },
                  "id": {
                    "type": "string"
                  },
                  "last_opened_at": {
                    "anyOf": [
                      {
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "name": {
                    "type": "string"
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "sequence_ids": {
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "status": {
                    "enum": [
                      "Active",
                      "Unconfirmed",
                      "Unsubscribed",
                      "Complained",
                      "Bounced",
                      "Blocked"
                    ],
                    "type": "string"
                  },
                  "subscribed_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "tags": {
                    "items": {
                      "$ref": "#/$defs/TagSummary"
                    },
                    "type": "array"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "email",
                  "name",
                  "status",
                  "country",
                  "subscribed_at",
                  "tags",
                  "sequence_ids",
                  "custom_fields",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              },
              "TagSummary": {
                "properties": {
                  "id": {
                    "type": "string"
                  },
                  "name": {
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "name"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "addSubscriberSequence",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/Subscriber"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": true,
            "idempotentHint": true,
            "openWorldHint": true,
            "readOnlyHint": false,
            "title": "Add a subscriber to a sequence"
          }
        },
        {
          "name": "subscribers_remove_from_sequence",
          "title": "Remove a subscriber from a sequence",
          "description": "Removes the selected subscriber from the selected sequence. If the subscriber is not in the sequence, the API returns the subscriber unchanged. Effect: subscriber-change. Retry after reading the current resource state. Permissions: live_actions:write, subscribers:write. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "additionalProperties": false,
            "properties": {
              "sequence_id": {
                "description": "The sequence identifier.",
                "type": "string"
              },
              "subscriber_id": {
                "description": "The subscriber identifier.",
                "type": "string"
              }
            },
            "required": [
              "subscriber_id",
              "sequence_id"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "Subscriber": {
                "properties": {
                  "country": {
                    "anyOf": [
                      {
                        "description": "Two-letter country code or country name. Mailrith stores Subscriber country as a two-letter country code.",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "custom_fields": {
                    "additionalProperties": true,
                    "type": "object"
                  },
                  "email": {
                    "format": "email",
                    "type": "string"
                  },
                  "id": {
                    "type": "string"
                  },
                  "last_opened_at": {
                    "anyOf": [
                      {
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "name": {
                    "type": "string"
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "sequence_ids": {
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "status": {
                    "enum": [
                      "Active",
                      "Unconfirmed",
                      "Unsubscribed",
                      "Complained",
                      "Bounced",
                      "Blocked"
                    ],
                    "type": "string"
                  },
                  "subscribed_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "tags": {
                    "items": {
                      "$ref": "#/$defs/TagSummary"
                    },
                    "type": "array"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "email",
                  "name",
                  "status",
                  "country",
                  "subscribed_at",
                  "tags",
                  "sequence_ids",
                  "custom_fields",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              },
              "TagSummary": {
                "properties": {
                  "id": {
                    "type": "string"
                  },
                  "name": {
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "name"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "removeSubscriberSequence",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/Subscriber"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": true,
            "idempotentHint": true,
            "openWorldHint": false,
            "readOnlyHint": false,
            "title": "Remove a subscriber from a sequence"
          }
        },
        {
          "name": "tags_list",
          "title": "List tags",
          "description": "Returns tags in the authenticated workspace. Permission: tags:read. Pagination: use bounded pages and returned cursors. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "additionalProperties": false,
            "properties": {
              "limit": {
                "description": "Maximum number of tags to return.",
                "maximum": 100,
                "minimum": 1,
                "type": "integer"
              },
              "search": {
                "description": "Filter Tags by name or description. Retrieve a known Tag ID through the item endpoint.",
                "type": "string"
              },
              "starting_after": {
                "description": "Use the opaque cursor from the previous page to request the next page.",
                "type": "string"
              }
            },
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "Pagination": {
                "properties": {
                  "has_more": {
                    "type": "boolean"
                  },
                  "next_cursor": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "has_more",
                  "next_cursor"
                ],
                "type": "object"
              },
              "Tag": {
                "properties": {
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "description": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "gdpr_consent_purpose": {
                    "anyOf": [
                      {
                        "description": "Read-only GDPR consent purpose for Mailrith consent tags. Null for ordinary tags.",
                        "enum": [
                          "email_marketing",
                          "ads_personalization"
                        ],
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "id": {
                    "type": "string"
                  },
                  "name": {
                    "type": "string"
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "subscriber_count": {
                    "type": "integer"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "name",
                  "description",
                  "gdpr_consent_purpose",
                  "subscriber_count",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "listTags",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "items": {
                      "$ref": "#/$defs/Tag"
                    },
                    "type": "array"
                  },
                  "pagination": {
                    "$ref": "#/$defs/Pagination"
                  }
                },
                "required": [
                  "data",
                  "pagination"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "idempotentHint": true,
            "openWorldHint": false,
            "readOnlyHint": true,
            "title": "List tags"
          }
        },
        {
          "name": "tags_get",
          "title": "Get a tag",
          "description": "Returns one Tag from the authenticated workspace. Permission: tags:read. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "additionalProperties": false,
            "properties": {
              "tag_id": {
                "description": "The Tag identifier.",
                "type": "string"
              }
            },
            "required": [
              "tag_id"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "Tag": {
                "properties": {
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "description": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "gdpr_consent_purpose": {
                    "anyOf": [
                      {
                        "description": "Read-only GDPR consent purpose for Mailrith consent tags. Null for ordinary tags.",
                        "enum": [
                          "email_marketing",
                          "ads_personalization"
                        ],
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "id": {
                    "type": "string"
                  },
                  "name": {
                    "type": "string"
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "subscriber_count": {
                    "type": "integer"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "name",
                  "description",
                  "gdpr_consent_purpose",
                  "subscriber_count",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "getTag",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/Tag"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "idempotentHint": true,
            "openWorldHint": false,
            "readOnlyHint": true,
            "title": "Get a tag"
          }
        },
        {
          "name": "tags_create",
          "title": "Create a tag",
          "description": "Creates a new tag in the authenticated workspace. The GDPR consent tag names can be created and applied like other tags when you need to apply consent collected outside Mailrith. Tag-level double opt-in fields are no longer accepted; configure double opt-in on forms and landing pages instead. Effect: workspace-change. Retry with the same idempotency_key. Permission: tags:write. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "$defs": {
              "TagCreateRequest": {
                "additionalProperties": false,
                "properties": {
                  "description": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "name": {
                    "description": "Tag name to create. You can also create the GDPR consent tag names when you need to apply consent collected outside Mailrith.",
                    "type": "string"
                  }
                },
                "required": [
                  "name"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "properties": {
              "body": {
                "$ref": "#/$defs/TagCreateRequest",
                "description": "The exact JSON request body defined by the Mailrith public API contract.",
                "type": "object"
              },
              "idempotency_key": {
                "description": "Optional idempotency key to retry the request safely. It must not exceed 256 UTF-8 bytes.",
                "maxLength": 256,
                "type": "string"
              }
            },
            "required": [
              "body"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "Tag": {
                "properties": {
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "description": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "gdpr_consent_purpose": {
                    "anyOf": [
                      {
                        "description": "Read-only GDPR consent purpose for Mailrith consent tags. Null for ordinary tags.",
                        "enum": [
                          "email_marketing",
                          "ads_personalization"
                        ],
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "id": {
                    "type": "string"
                  },
                  "name": {
                    "type": "string"
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "subscriber_count": {
                    "type": "integer"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "name",
                  "description",
                  "gdpr_consent_purpose",
                  "subscriber_count",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "createTag",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/Tag"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "idempotentHint": false,
            "openWorldHint": false,
            "readOnlyHint": false,
            "title": "Create a tag"
          }
        },
        {
          "name": "custom_fields_list",
          "title": "List custom fields",
          "description": "Returns a bounded page of custom fields in the authenticated workspace, including each field's exact ready-to-use email personalization token. Permission: custom_fields:read. Pagination: use bounded pages and returned cursors. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "additionalProperties": false,
            "properties": {
              "limit": {
                "description": "Maximum number of custom fields to return.",
                "maximum": 100,
                "minimum": 1,
                "type": "integer"
              },
              "search": {
                "description": "Filter custom fields by label or type.",
                "maxLength": 200,
                "type": "string"
              },
              "starting_after": {
                "description": "Use the opaque cursor from the previous page to request the next page.",
                "type": "string"
              }
            },
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "CustomField": {
                "properties": {
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "id": {
                    "type": "string"
                  },
                  "label": {
                    "type": "string"
                  },
                  "personalization_token": {
                    "description": "The exact ready-to-use token for this custom field. Copy it into an email subject or body text node and replace only the fallback text when needed. This value is computed from the current field label and is not stored separately.",
                    "type": "string"
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "settings": {
                    "properties": {
                      "options": {
                        "items": {
                          "type": "string"
                        },
                        "type": "array"
                      }
                    },
                    "required": [
                      "options"
                    ],
                    "type": "object"
                  },
                  "type": {
                    "type": "string"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "label",
                  "type",
                  "settings",
                  "personalization_token",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              },
              "Pagination": {
                "properties": {
                  "has_more": {
                    "type": "boolean"
                  },
                  "next_cursor": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "has_more",
                  "next_cursor"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "listCustomFields",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "items": {
                      "$ref": "#/$defs/CustomField"
                    },
                    "type": "array"
                  },
                  "pagination": {
                    "$ref": "#/$defs/Pagination"
                  }
                },
                "required": [
                  "data",
                  "pagination"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "idempotentHint": true,
            "openWorldHint": false,
            "readOnlyHint": true,
            "title": "List custom fields"
          }
        },
        {
          "name": "custom_fields_get",
          "title": "Get a custom field",
          "description": "Returns one custom field from the authenticated workspace, including its exact ready-to-use email personalization token. Permission: custom_fields:read. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "additionalProperties": false,
            "properties": {
              "custom_field_id": {
                "description": "The custom field identifier.",
                "type": "string"
              }
            },
            "required": [
              "custom_field_id"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "CustomField": {
                "properties": {
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "id": {
                    "type": "string"
                  },
                  "label": {
                    "type": "string"
                  },
                  "personalization_token": {
                    "description": "The exact ready-to-use token for this custom field. Copy it into an email subject or body text node and replace only the fallback text when needed. This value is computed from the current field label and is not stored separately.",
                    "type": "string"
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "settings": {
                    "properties": {
                      "options": {
                        "items": {
                          "type": "string"
                        },
                        "type": "array"
                      }
                    },
                    "required": [
                      "options"
                    ],
                    "type": "object"
                  },
                  "type": {
                    "type": "string"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "label",
                  "type",
                  "settings",
                  "personalization_token",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "getCustomField",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/CustomField"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "idempotentHint": true,
            "openWorldHint": false,
            "readOnlyHint": true,
            "title": "Get a custom field"
          }
        },
        {
          "name": "segments_list",
          "title": "List segments",
          "description": "Returns saved segments from the authenticated workspace. Permission: segments:read. Pagination: use bounded pages and returned cursors. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "additionalProperties": false,
            "properties": {
              "limit": {
                "description": "The maximum number of segments to return.",
                "maximum": 100,
                "minimum": 1,
                "type": "integer"
              },
              "search": {
                "description": "Filter Segments by name or description.",
                "maxLength": 200,
                "type": "string"
              },
              "starting_after": {
                "description": "The opaque cursor from the previous page of saved segments.",
                "type": "string"
              }
            },
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "Pagination": {
                "properties": {
                  "has_more": {
                    "type": "boolean"
                  },
                  "next_cursor": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "has_more",
                  "next_cursor"
                ],
                "type": "object"
              },
              "SegmentSummary": {
                "additionalProperties": false,
                "properties": {
                  "confirmed_subscriber_count": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "description": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "id": {
                    "type": "string"
                  },
                  "name": {
                    "type": "string"
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "total_subscriber_count": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "name",
                  "description",
                  "confirmed_subscriber_count",
                  "total_subscriber_count",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "listSegments",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "items": {
                      "$ref": "#/$defs/SegmentSummary"
                    },
                    "type": "array"
                  },
                  "pagination": {
                    "$ref": "#/$defs/Pagination"
                  }
                },
                "required": [
                  "data",
                  "pagination"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "idempotentHint": true,
            "openWorldHint": false,
            "readOnlyHint": true,
            "title": "List segments"
          }
        },
        {
          "name": "segments_get",
          "title": "Get a segment",
          "description": "Returns one saved segment from the authenticated workspace. Permission: segments:read. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "additionalProperties": false,
            "properties": {
              "segment_id": {
                "description": "The identifier of the segment to return.",
                "type": "string"
              }
            },
            "required": [
              "segment_id"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "AudienceCondition": {
                "additionalProperties": false,
                "properties": {
                  "customFieldId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "field": {
                    "enum": [
                      "subscriber_status",
                      "country",
                      "segment",
                      "tag",
                      "sequence",
                      "form",
                      "custom_field",
                      "email_opened",
                      "email_unsubscribed",
                      "magic_link_clicked"
                    ],
                    "type": "string"
                  },
                  "id": {
                    "type": "string"
                  },
                  "operator": {
                    "enum": [
                      "is",
                      "is_not",
                      "has_any_of",
                      "has_none_of",
                      "is_active_in_any_of",
                      "is_not_active_in_any_of",
                      "has_completed_any_of",
                      "has_not_completed_any_of",
                      "has_ever_been_in_any_of",
                      "has_never_been_in_any_of",
                      "contains",
                      "does_not_contain",
                      "is_empty",
                      "is_not_empty",
                      "before",
                      "after",
                      "on",
                      "in_last_days",
                      "greater_than",
                      "less_than",
                      "in_region",
                      "not_in_region"
                    ],
                    "type": "string"
                  },
                  "value": {
                    "oneOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "number"
                      },
                      {
                        "type": "boolean"
                      },
                      {
                        "items": {
                          "type": "string"
                        },
                        "type": "array"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "id",
                  "field",
                  "operator"
                ],
                "type": "object"
              },
              "AudienceConditionGroup": {
                "additionalProperties": false,
                "properties": {
                  "conditions": {
                    "items": {
                      "$ref": "#/$defs/AudienceCondition"
                    },
                    "minItems": 1,
                    "type": "array"
                  },
                  "id": {
                    "type": "string"
                  },
                  "match": {
                    "enum": [
                      "all",
                      "any"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "match",
                  "conditions"
                ],
                "type": "object"
              },
              "AudienceDefinition": {
                "additionalProperties": false,
                "example": {
                  "groups": [
                    {
                      "conditions": [
                        {
                          "field": "subscriber_status",
                          "id": "active-status",
                          "operator": "is",
                          "value": [
                            "Active"
                          ]
                        }
                      ],
                      "id": "active-subscribers",
                      "match": "all"
                    }
                  ],
                  "match": "all"
                },
                "examples": [
                  {
                    "groups": [
                      {
                        "conditions": [
                          {
                            "field": "subscriber_status",
                            "id": "active-status",
                            "operator": "is",
                            "value": [
                              "Active"
                            ]
                          }
                        ],
                        "id": "active-subscribers",
                        "match": "all"
                      }
                    ],
                    "match": "all"
                  }
                ],
                "properties": {
                  "groups": {
                    "items": {
                      "$ref": "#/$defs/AudienceConditionGroup"
                    },
                    "type": "array"
                  },
                  "match": {
                    "enum": [
                      "all",
                      "any"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "match",
                  "groups"
                ],
                "type": "object"
              },
              "Segment": {
                "properties": {
                  "confirmed_subscriber_count": {
                    "type": "integer"
                  },
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "definition": {
                    "$ref": "#/$defs/AudienceDefinition"
                  },
                  "description": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "id": {
                    "type": "string"
                  },
                  "name": {
                    "type": "string"
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "total_subscriber_count": {
                    "type": "integer"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "name",
                  "description",
                  "definition",
                  "confirmed_subscriber_count",
                  "total_subscriber_count",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "getSegment",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/Segment"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "idempotentHint": true,
            "openWorldHint": false,
            "readOnlyHint": true,
            "title": "Get a segment"
          }
        },
        {
          "name": "segments_preview",
          "title": "Preview a segment definition",
          "description": "Returns subscriber counts for an unsaved segment definition. Include `current_segment_id` when previewing edits to an existing segment so circular segment references are rejected before saving. Permission: segments:read. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "$defs": {
              "AudienceCondition": {
                "additionalProperties": false,
                "properties": {
                  "customFieldId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "field": {
                    "enum": [
                      "subscriber_status",
                      "country",
                      "segment",
                      "tag",
                      "sequence",
                      "form",
                      "custom_field",
                      "email_opened",
                      "email_unsubscribed",
                      "magic_link_clicked"
                    ],
                    "type": "string"
                  },
                  "id": {
                    "type": "string"
                  },
                  "operator": {
                    "enum": [
                      "is",
                      "is_not",
                      "has_any_of",
                      "has_none_of",
                      "is_active_in_any_of",
                      "is_not_active_in_any_of",
                      "has_completed_any_of",
                      "has_not_completed_any_of",
                      "has_ever_been_in_any_of",
                      "has_never_been_in_any_of",
                      "contains",
                      "does_not_contain",
                      "is_empty",
                      "is_not_empty",
                      "before",
                      "after",
                      "on",
                      "in_last_days",
                      "greater_than",
                      "less_than",
                      "in_region",
                      "not_in_region"
                    ],
                    "type": "string"
                  },
                  "value": {
                    "oneOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "number"
                      },
                      {
                        "type": "boolean"
                      },
                      {
                        "items": {
                          "type": "string"
                        },
                        "type": "array"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "id",
                  "field",
                  "operator"
                ],
                "type": "object"
              },
              "AudienceConditionGroup": {
                "additionalProperties": false,
                "properties": {
                  "conditions": {
                    "items": {
                      "$ref": "#/$defs/AudienceCondition"
                    },
                    "minItems": 1,
                    "type": "array"
                  },
                  "id": {
                    "type": "string"
                  },
                  "match": {
                    "enum": [
                      "all",
                      "any"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "match",
                  "conditions"
                ],
                "type": "object"
              },
              "AudienceDefinition": {
                "additionalProperties": false,
                "example": {
                  "groups": [
                    {
                      "conditions": [
                        {
                          "field": "subscriber_status",
                          "id": "active-status",
                          "operator": "is",
                          "value": [
                            "Active"
                          ]
                        }
                      ],
                      "id": "active-subscribers",
                      "match": "all"
                    }
                  ],
                  "match": "all"
                },
                "examples": [
                  {
                    "groups": [
                      {
                        "conditions": [
                          {
                            "field": "subscriber_status",
                            "id": "active-status",
                            "operator": "is",
                            "value": [
                              "Active"
                            ]
                          }
                        ],
                        "id": "active-subscribers",
                        "match": "all"
                      }
                    ],
                    "match": "all"
                  }
                ],
                "properties": {
                  "groups": {
                    "items": {
                      "$ref": "#/$defs/AudienceConditionGroup"
                    },
                    "type": "array"
                  },
                  "match": {
                    "enum": [
                      "all",
                      "any"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "match",
                  "groups"
                ],
                "type": "object"
              },
              "SegmentPreviewRequest": {
                "properties": {
                  "current_segment_id": {
                    "anyOf": [
                      {
                        "description": "When previewing an edit to an existing segment, include that segment id so Mailrith can catch circular segment references before saving.",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "definition": {
                    "allOf": [
                      {
                        "$ref": "#/$defs/AudienceDefinition"
                      }
                    ],
                    "description": "The segment filters to preview. Include at least one filter group."
                  }
                },
                "required": [
                  "definition"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "properties": {
              "body": {
                "$ref": "#/$defs/SegmentPreviewRequest",
                "description": "The exact JSON request body defined by the Mailrith public API contract.",
                "type": "object"
              }
            },
            "required": [
              "body"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "SegmentPreview": {
                "properties": {
                  "confirmed_subscriber_count": {
                    "type": "integer"
                  },
                  "total_subscriber_count": {
                    "type": "integer"
                  }
                },
                "required": [
                  "confirmed_subscriber_count",
                  "total_subscriber_count"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "previewSegment",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/SegmentPreview"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "idempotentHint": true,
            "openWorldHint": false,
            "readOnlyHint": true,
            "title": "Preview a segment definition"
          }
        },
        {
          "name": "broadcasts_list",
          "title": "List broadcasts",
          "description": "Returns broadcast drafts, scheduled sends, active sends, and completed sends. Permission: broadcasts:read. Pagination: use bounded pages and returned cursors. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "additionalProperties": false,
            "properties": {
              "limit": {
                "description": "Maximum number of items to return.",
                "maximum": 100,
                "minimum": 1,
                "type": "integer"
              },
              "search": {
                "description": "Filter Broadcasts by subject, preview text, status, or sender.",
                "maxLength": 200,
                "type": "string"
              },
              "starting_after": {
                "description": "Opaque cursor returned by the previous page.",
                "type": "string"
              }
            },
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "BroadcastSummary": {
                "additionalProperties": false,
                "properties": {
                  "bounced_count": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "clicked_count": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "complained_count": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "completed_at": {
                    "anyOf": [
                      {
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "id": {
                    "type": "string"
                  },
                  "opened_count": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "preview_text": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "recipient_count": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "scheduled_at": {
                    "anyOf": [
                      {
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "status": {
                    "enum": [
                      "draft",
                      "scheduled",
                      "running",
                      "completed",
                      "failed"
                    ],
                    "type": "string"
                  },
                  "subject": {
                    "type": "string"
                  },
                  "unsubscribed_count": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "subject",
                  "preview_text",
                  "status",
                  "scheduled_at",
                  "completed_at",
                  "recipient_count",
                  "opened_count",
                  "clicked_count",
                  "unsubscribed_count",
                  "bounced_count",
                  "complained_count",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              },
              "Pagination": {
                "properties": {
                  "has_more": {
                    "type": "boolean"
                  },
                  "next_cursor": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "has_more",
                  "next_cursor"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "listBroadcasts",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "items": {
                      "$ref": "#/$defs/BroadcastSummary"
                    },
                    "type": "array"
                  },
                  "pagination": {
                    "$ref": "#/$defs/Pagination"
                  }
                },
                "required": [
                  "data",
                  "pagination"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "idempotentHint": true,
            "openWorldHint": false,
            "readOnlyHint": true,
            "title": "List broadcasts"
          }
        },
        {
          "name": "broadcasts_create",
          "title": "Create a broadcast",
          "description": "Creates a broadcast draft in the authenticated workspace. Effect: workspace-change. Retry with the same idempotency_key. Permission: broadcasts:write. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "$defs": {
              "AudienceCondition": {
                "additionalProperties": false,
                "properties": {
                  "customFieldId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "field": {
                    "enum": [
                      "subscriber_status",
                      "country",
                      "segment",
                      "tag",
                      "sequence",
                      "form",
                      "custom_field",
                      "email_opened",
                      "email_unsubscribed",
                      "magic_link_clicked"
                    ],
                    "type": "string"
                  },
                  "id": {
                    "type": "string"
                  },
                  "operator": {
                    "enum": [
                      "is",
                      "is_not",
                      "has_any_of",
                      "has_none_of",
                      "is_active_in_any_of",
                      "is_not_active_in_any_of",
                      "has_completed_any_of",
                      "has_not_completed_any_of",
                      "has_ever_been_in_any_of",
                      "has_never_been_in_any_of",
                      "contains",
                      "does_not_contain",
                      "is_empty",
                      "is_not_empty",
                      "before",
                      "after",
                      "on",
                      "in_last_days",
                      "greater_than",
                      "less_than",
                      "in_region",
                      "not_in_region"
                    ],
                    "type": "string"
                  },
                  "value": {
                    "oneOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "number"
                      },
                      {
                        "type": "boolean"
                      },
                      {
                        "items": {
                          "type": "string"
                        },
                        "type": "array"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "id",
                  "field",
                  "operator"
                ],
                "type": "object"
              },
              "AudienceConditionGroup": {
                "additionalProperties": false,
                "properties": {
                  "conditions": {
                    "items": {
                      "$ref": "#/$defs/AudienceCondition"
                    },
                    "minItems": 1,
                    "type": "array"
                  },
                  "id": {
                    "type": "string"
                  },
                  "match": {
                    "enum": [
                      "all",
                      "any"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "match",
                  "conditions"
                ],
                "type": "object"
              },
              "AudienceDefinition": {
                "additionalProperties": false,
                "example": {
                  "groups": [
                    {
                      "conditions": [
                        {
                          "field": "subscriber_status",
                          "id": "active-status",
                          "operator": "is",
                          "value": [
                            "Active"
                          ]
                        }
                      ],
                      "id": "active-subscribers",
                      "match": "all"
                    }
                  ],
                  "match": "all"
                },
                "examples": [
                  {
                    "groups": [
                      {
                        "conditions": [
                          {
                            "field": "subscriber_status",
                            "id": "active-status",
                            "operator": "is",
                            "value": [
                              "Active"
                            ]
                          }
                        ],
                        "id": "active-subscribers",
                        "match": "all"
                      }
                    ],
                    "match": "all"
                  }
                ],
                "properties": {
                  "groups": {
                    "items": {
                      "$ref": "#/$defs/AudienceConditionGroup"
                    },
                    "type": "array"
                  },
                  "match": {
                    "enum": [
                      "all",
                      "any"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "match",
                  "groups"
                ],
                "type": "object"
              },
              "BroadcastEmailDocument": {
                "allOf": [
                  {
                    "$ref": "#/$defs/BroadcastEmailNode"
                  }
                ],
                "description": "A structured email document. The root node must use type `doc` and contain supported block nodes. For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                "example": {
                  "content": [
                    {
                      "content": [
                        {
                          "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                          "type": "text"
                        }
                      ],
                      "type": "paragraph"
                    }
                  ],
                  "type": "doc"
                },
                "examples": [
                  {
                    "content": [
                      {
                        "content": [
                          {
                            "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                            "type": "text"
                          }
                        ],
                        "type": "paragraph"
                      }
                    ],
                    "type": "doc"
                  }
                ]
              },
              "BroadcastEmailMark": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "color": {
                        "type": "string"
                      },
                      "fontSize": {
                        "type": "string"
                      },
                      "href": {
                        "type": "string"
                      }
                    },
                    "type": "object"
                  },
                  "type": {
                    "enum": [
                      "bold",
                      "italic",
                      "strike",
                      "underline",
                      "link",
                      "textStyle",
                      "highlight"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "BroadcastEmailNode": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "align": {
                        "enum": [
                          "left",
                          "center",
                          "right"
                        ],
                        "type": "string"
                      },
                      "alt": {
                        "type": "string"
                      },
                      "backgroundColor": {
                        "type": "string"
                      },
                      "backgroundImageUrl": {
                        "type": "string"
                      },
                      "blockquoteBorderColor": {
                        "type": "string"
                      },
                      "borderColor": {
                        "type": "string"
                      },
                      "borderRadius": {
                        "enum": [
                          "none",
                          "normal",
                          "small",
                          "large",
                          "full"
                        ],
                        "type": "string"
                      },
                      "borderWidth": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "caption": {
                        "type": "string"
                      },
                      "columns": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "crop": {
                        "enum": [
                          "none",
                          "square",
                          "circle"
                        ],
                        "type": "string"
                      },
                      "fillColumn": {
                        "type": "boolean"
                      },
                      "href": {
                        "type": "string"
                      },
                      "id": {
                        "type": "string"
                      },
                      "label": {
                        "type": "string"
                      },
                      "layoutAlignment": {
                        "enum": [
                          "left",
                          "center"
                        ],
                        "type": "string"
                      },
                      "level": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "linkColor": {
                        "type": "string"
                      },
                      "margin": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "padding": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "size": {
                        "enum": [
                          "small",
                          "medium",
                          "large"
                        ],
                        "type": "string"
                      },
                      "source": {
                        "enum": [
                          "unsplash"
                        ],
                        "type": "string"
                      },
                      "src": {
                        "type": "string"
                      },
                      "textAlign": {
                        "enum": [
                          "left",
                          "center",
                          "right",
                          "justify"
                        ],
                        "type": "string"
                      },
                      "textColor": {
                        "type": "string"
                      },
                      "title": {
                        "type": "string"
                      },
                      "unsplash": {
                        "additionalProperties": false,
                        "properties": {
                          "photoId": {
                            "type": "string"
                          },
                          "photographerName": {
                            "type": "string"
                          },
                          "photographerUrl": {
                            "type": "string"
                          },
                          "photographerUsername": {
                            "type": "string"
                          },
                          "unsplashUrl": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "photographerName"
                        ],
                        "type": "object"
                      },
                      "verticalAlign": {
                        "enum": [
                          "top",
                          "middle",
                          "bottom"
                        ],
                        "type": "string"
                      },
                      "width": {
                        "enum": [
                          "default",
                          "large",
                          "full",
                          "fit"
                        ],
                        "type": "string"
                      },
                      "widthPercent": {
                        "maximum": 100,
                        "minimum": 1,
                        "type": "number"
                      }
                    },
                    "type": "object"
                  },
                  "content": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailNode"
                    },
                    "type": "array"
                  },
                  "marks": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailMark"
                    },
                    "type": "array"
                  },
                  "text": {
                    "type": "string"
                  },
                  "type": {
                    "enum": [
                      "doc",
                      "paragraph",
                      "heading",
                      "text",
                      "hardBreak",
                      "bulletList",
                      "orderedList",
                      "listItem",
                      "blockquote",
                      "emailSection",
                      "emailSectionColumn",
                      "emailButton",
                      "image",
                      "horizontalRule"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "BroadcastUpsertRequest": {
                "additionalProperties": false,
                "properties": {
                  "audience_definition": {
                    "anyOf": [
                      {
                        "$ref": "#/$defs/AudienceDefinition"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "body_document": {
                    "allOf": [
                      {
                        "$ref": "#/$defs/BroadcastEmailDocument"
                      }
                    ],
                    "description": "For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text."
                  },
                  "connection_id": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "preview_text": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "reply_to_email": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "subject": {
                    "description": "For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                    "type": "string"
                  },
                  "track_clicks": {
                    "type": "boolean"
                  },
                  "track_opens": {
                    "type": "boolean"
                  },
                  "utm_campaign": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_content": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_medium": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_source": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_term": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "subject",
                  "body_document"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "properties": {
              "body": {
                "$ref": "#/$defs/BroadcastUpsertRequest",
                "description": "The exact JSON request body defined by the Mailrith public API contract.",
                "type": "object"
              },
              "idempotency_key": {
                "description": "Optional idempotency key to retry the request safely. It must not exceed 256 UTF-8 bytes.",
                "maxLength": 256,
                "type": "string"
              }
            },
            "required": [
              "body"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "AudienceCondition": {
                "additionalProperties": false,
                "properties": {
                  "customFieldId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "field": {
                    "enum": [
                      "subscriber_status",
                      "country",
                      "segment",
                      "tag",
                      "sequence",
                      "form",
                      "custom_field",
                      "email_opened",
                      "email_unsubscribed",
                      "magic_link_clicked"
                    ],
                    "type": "string"
                  },
                  "id": {
                    "type": "string"
                  },
                  "operator": {
                    "enum": [
                      "is",
                      "is_not",
                      "has_any_of",
                      "has_none_of",
                      "is_active_in_any_of",
                      "is_not_active_in_any_of",
                      "has_completed_any_of",
                      "has_not_completed_any_of",
                      "has_ever_been_in_any_of",
                      "has_never_been_in_any_of",
                      "contains",
                      "does_not_contain",
                      "is_empty",
                      "is_not_empty",
                      "before",
                      "after",
                      "on",
                      "in_last_days",
                      "greater_than",
                      "less_than",
                      "in_region",
                      "not_in_region"
                    ],
                    "type": "string"
                  },
                  "value": {
                    "oneOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "number"
                      },
                      {
                        "type": "boolean"
                      },
                      {
                        "items": {
                          "type": "string"
                        },
                        "type": "array"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "id",
                  "field",
                  "operator"
                ],
                "type": "object"
              },
              "AudienceConditionGroup": {
                "additionalProperties": false,
                "properties": {
                  "conditions": {
                    "items": {
                      "$ref": "#/$defs/AudienceCondition"
                    },
                    "minItems": 1,
                    "type": "array"
                  },
                  "id": {
                    "type": "string"
                  },
                  "match": {
                    "enum": [
                      "all",
                      "any"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "match",
                  "conditions"
                ],
                "type": "object"
              },
              "AudienceDefinition": {
                "additionalProperties": false,
                "example": {
                  "groups": [
                    {
                      "conditions": [
                        {
                          "field": "subscriber_status",
                          "id": "active-status",
                          "operator": "is",
                          "value": [
                            "Active"
                          ]
                        }
                      ],
                      "id": "active-subscribers",
                      "match": "all"
                    }
                  ],
                  "match": "all"
                },
                "examples": [
                  {
                    "groups": [
                      {
                        "conditions": [
                          {
                            "field": "subscriber_status",
                            "id": "active-status",
                            "operator": "is",
                            "value": [
                              "Active"
                            ]
                          }
                        ],
                        "id": "active-subscribers",
                        "match": "all"
                      }
                    ],
                    "match": "all"
                  }
                ],
                "properties": {
                  "groups": {
                    "items": {
                      "$ref": "#/$defs/AudienceConditionGroup"
                    },
                    "type": "array"
                  },
                  "match": {
                    "enum": [
                      "all",
                      "any"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "match",
                  "groups"
                ],
                "type": "object"
              },
              "Broadcast": {
                "properties": {
                  "audience_definition": {
                    "anyOf": [
                      {
                        "$ref": "#/$defs/AudienceDefinition"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "body": {
                    "type": "string"
                  },
                  "body_document": {
                    "$ref": "#/$defs/BroadcastEmailDocument"
                  },
                  "bounced_count": {
                    "type": "integer"
                  },
                  "clicked_count": {
                    "type": "integer"
                  },
                  "complained_count": {
                    "type": "integer"
                  },
                  "completed_at": {
                    "anyOf": [
                      {
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "connection_id": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "from_email": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "from_name": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "id": {
                    "type": "string"
                  },
                  "opened_count": {
                    "type": "integer"
                  },
                  "preview_text": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "recipient_count": {
                    "type": "integer"
                  },
                  "reply_to_email": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "scheduled_at": {
                    "anyOf": [
                      {
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "status": {
                    "enum": [
                      "draft",
                      "scheduled",
                      "running",
                      "completed",
                      "failed"
                    ],
                    "type": "string"
                  },
                  "subject": {
                    "type": "string"
                  },
                  "track_clicks": {
                    "type": "boolean"
                  },
                  "track_opens": {
                    "type": "boolean"
                  },
                  "unsubscribed_count": {
                    "type": "integer"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "utm_campaign": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_content": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_medium": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_source": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_term": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "id",
                  "subject",
                  "preview_text",
                  "body",
                  "body_document",
                  "status",
                  "scheduled_at",
                  "completed_at",
                  "connection_id",
                  "from_name",
                  "from_email",
                  "reply_to_email",
                  "audience_definition",
                  "track_opens",
                  "track_clicks",
                  "utm_source",
                  "utm_medium",
                  "utm_campaign",
                  "utm_term",
                  "utm_content",
                  "recipient_count",
                  "opened_count",
                  "clicked_count",
                  "unsubscribed_count",
                  "bounced_count",
                  "complained_count",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              },
              "BroadcastEmailDocument": {
                "allOf": [
                  {
                    "$ref": "#/$defs/BroadcastEmailNode"
                  }
                ],
                "description": "A structured email document. The root node must use type `doc` and contain supported block nodes. For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                "example": {
                  "content": [
                    {
                      "content": [
                        {
                          "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                          "type": "text"
                        }
                      ],
                      "type": "paragraph"
                    }
                  ],
                  "type": "doc"
                },
                "examples": [
                  {
                    "content": [
                      {
                        "content": [
                          {
                            "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                            "type": "text"
                          }
                        ],
                        "type": "paragraph"
                      }
                    ],
                    "type": "doc"
                  }
                ]
              },
              "BroadcastEmailMark": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "color": {
                        "type": "string"
                      },
                      "fontSize": {
                        "type": "string"
                      },
                      "href": {
                        "type": "string"
                      }
                    },
                    "type": "object"
                  },
                  "type": {
                    "enum": [
                      "bold",
                      "italic",
                      "strike",
                      "underline",
                      "link",
                      "textStyle",
                      "highlight"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "BroadcastEmailNode": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "align": {
                        "enum": [
                          "left",
                          "center",
                          "right"
                        ],
                        "type": "string"
                      },
                      "alt": {
                        "type": "string"
                      },
                      "backgroundColor": {
                        "type": "string"
                      },
                      "backgroundImageUrl": {
                        "type": "string"
                      },
                      "blockquoteBorderColor": {
                        "type": "string"
                      },
                      "borderColor": {
                        "type": "string"
                      },
                      "borderRadius": {
                        "enum": [
                          "none",
                          "normal",
                          "small",
                          "large",
                          "full"
                        ],
                        "type": "string"
                      },
                      "borderWidth": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "caption": {
                        "type": "string"
                      },
                      "columns": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "crop": {
                        "enum": [
                          "none",
                          "square",
                          "circle"
                        ],
                        "type": "string"
                      },
                      "fillColumn": {
                        "type": "boolean"
                      },
                      "href": {
                        "type": "string"
                      },
                      "id": {
                        "type": "string"
                      },
                      "label": {
                        "type": "string"
                      },
                      "layoutAlignment": {
                        "enum": [
                          "left",
                          "center"
                        ],
                        "type": "string"
                      },
                      "level": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "linkColor": {
                        "type": "string"
                      },
                      "margin": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "padding": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "size": {
                        "enum": [
                          "small",
                          "medium",
                          "large"
                        ],
                        "type": "string"
                      },
                      "source": {
                        "enum": [
                          "unsplash"
                        ],
                        "type": "string"
                      },
                      "src": {
                        "type": "string"
                      },
                      "textAlign": {
                        "enum": [
                          "left",
                          "center",
                          "right",
                          "justify"
                        ],
                        "type": "string"
                      },
                      "textColor": {
                        "type": "string"
                      },
                      "title": {
                        "type": "string"
                      },
                      "unsplash": {
                        "additionalProperties": false,
                        "properties": {
                          "photoId": {
                            "type": "string"
                          },
                          "photographerName": {
                            "type": "string"
                          },
                          "photographerUrl": {
                            "type": "string"
                          },
                          "photographerUsername": {
                            "type": "string"
                          },
                          "unsplashUrl": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "photographerName"
                        ],
                        "type": "object"
                      },
                      "verticalAlign": {
                        "enum": [
                          "top",
                          "middle",
                          "bottom"
                        ],
                        "type": "string"
                      },
                      "width": {
                        "enum": [
                          "default",
                          "large",
                          "full",
                          "fit"
                        ],
                        "type": "string"
                      },
                      "widthPercent": {
                        "maximum": 100,
                        "minimum": 1,
                        "type": "number"
                      }
                    },
                    "type": "object"
                  },
                  "content": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailNode"
                    },
                    "type": "array"
                  },
                  "marks": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailMark"
                    },
                    "type": "array"
                  },
                  "text": {
                    "type": "string"
                  },
                  "type": {
                    "enum": [
                      "doc",
                      "paragraph",
                      "heading",
                      "text",
                      "hardBreak",
                      "bulletList",
                      "orderedList",
                      "listItem",
                      "blockquote",
                      "emailSection",
                      "emailSectionColumn",
                      "emailButton",
                      "image",
                      "horizontalRule"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "createBroadcast",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/Broadcast"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "idempotentHint": false,
            "openWorldHint": false,
            "readOnlyHint": false,
            "title": "Create a broadcast"
          }
        },
        {
          "name": "broadcasts_get",
          "title": "Get a broadcast",
          "description": "Returns a broadcast draft, scheduled send, active send, or completed send. Permission: broadcasts:read. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "additionalProperties": false,
            "properties": {
              "broadcast_id": {
                "description": "The broadcast identifier.",
                "type": "string"
              }
            },
            "required": [
              "broadcast_id"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "AudienceCondition": {
                "additionalProperties": false,
                "properties": {
                  "customFieldId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "field": {
                    "enum": [
                      "subscriber_status",
                      "country",
                      "segment",
                      "tag",
                      "sequence",
                      "form",
                      "custom_field",
                      "email_opened",
                      "email_unsubscribed",
                      "magic_link_clicked"
                    ],
                    "type": "string"
                  },
                  "id": {
                    "type": "string"
                  },
                  "operator": {
                    "enum": [
                      "is",
                      "is_not",
                      "has_any_of",
                      "has_none_of",
                      "is_active_in_any_of",
                      "is_not_active_in_any_of",
                      "has_completed_any_of",
                      "has_not_completed_any_of",
                      "has_ever_been_in_any_of",
                      "has_never_been_in_any_of",
                      "contains",
                      "does_not_contain",
                      "is_empty",
                      "is_not_empty",
                      "before",
                      "after",
                      "on",
                      "in_last_days",
                      "greater_than",
                      "less_than",
                      "in_region",
                      "not_in_region"
                    ],
                    "type": "string"
                  },
                  "value": {
                    "oneOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "number"
                      },
                      {
                        "type": "boolean"
                      },
                      {
                        "items": {
                          "type": "string"
                        },
                        "type": "array"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "id",
                  "field",
                  "operator"
                ],
                "type": "object"
              },
              "AudienceConditionGroup": {
                "additionalProperties": false,
                "properties": {
                  "conditions": {
                    "items": {
                      "$ref": "#/$defs/AudienceCondition"
                    },
                    "minItems": 1,
                    "type": "array"
                  },
                  "id": {
                    "type": "string"
                  },
                  "match": {
                    "enum": [
                      "all",
                      "any"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "match",
                  "conditions"
                ],
                "type": "object"
              },
              "AudienceDefinition": {
                "additionalProperties": false,
                "example": {
                  "groups": [
                    {
                      "conditions": [
                        {
                          "field": "subscriber_status",
                          "id": "active-status",
                          "operator": "is",
                          "value": [
                            "Active"
                          ]
                        }
                      ],
                      "id": "active-subscribers",
                      "match": "all"
                    }
                  ],
                  "match": "all"
                },
                "examples": [
                  {
                    "groups": [
                      {
                        "conditions": [
                          {
                            "field": "subscriber_status",
                            "id": "active-status",
                            "operator": "is",
                            "value": [
                              "Active"
                            ]
                          }
                        ],
                        "id": "active-subscribers",
                        "match": "all"
                      }
                    ],
                    "match": "all"
                  }
                ],
                "properties": {
                  "groups": {
                    "items": {
                      "$ref": "#/$defs/AudienceConditionGroup"
                    },
                    "type": "array"
                  },
                  "match": {
                    "enum": [
                      "all",
                      "any"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "match",
                  "groups"
                ],
                "type": "object"
              },
              "Broadcast": {
                "properties": {
                  "audience_definition": {
                    "anyOf": [
                      {
                        "$ref": "#/$defs/AudienceDefinition"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "body": {
                    "type": "string"
                  },
                  "body_document": {
                    "$ref": "#/$defs/BroadcastEmailDocument"
                  },
                  "bounced_count": {
                    "type": "integer"
                  },
                  "clicked_count": {
                    "type": "integer"
                  },
                  "complained_count": {
                    "type": "integer"
                  },
                  "completed_at": {
                    "anyOf": [
                      {
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "connection_id": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "from_email": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "from_name": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "id": {
                    "type": "string"
                  },
                  "opened_count": {
                    "type": "integer"
                  },
                  "preview_text": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "recipient_count": {
                    "type": "integer"
                  },
                  "reply_to_email": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "scheduled_at": {
                    "anyOf": [
                      {
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "status": {
                    "enum": [
                      "draft",
                      "scheduled",
                      "running",
                      "completed",
                      "failed"
                    ],
                    "type": "string"
                  },
                  "subject": {
                    "type": "string"
                  },
                  "track_clicks": {
                    "type": "boolean"
                  },
                  "track_opens": {
                    "type": "boolean"
                  },
                  "unsubscribed_count": {
                    "type": "integer"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "utm_campaign": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_content": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_medium": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_source": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_term": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "id",
                  "subject",
                  "preview_text",
                  "body",
                  "body_document",
                  "status",
                  "scheduled_at",
                  "completed_at",
                  "connection_id",
                  "from_name",
                  "from_email",
                  "reply_to_email",
                  "audience_definition",
                  "track_opens",
                  "track_clicks",
                  "utm_source",
                  "utm_medium",
                  "utm_campaign",
                  "utm_term",
                  "utm_content",
                  "recipient_count",
                  "opened_count",
                  "clicked_count",
                  "unsubscribed_count",
                  "bounced_count",
                  "complained_count",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              },
              "BroadcastEmailDocument": {
                "allOf": [
                  {
                    "$ref": "#/$defs/BroadcastEmailNode"
                  }
                ],
                "description": "A structured email document. The root node must use type `doc` and contain supported block nodes. For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                "example": {
                  "content": [
                    {
                      "content": [
                        {
                          "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                          "type": "text"
                        }
                      ],
                      "type": "paragraph"
                    }
                  ],
                  "type": "doc"
                },
                "examples": [
                  {
                    "content": [
                      {
                        "content": [
                          {
                            "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                            "type": "text"
                          }
                        ],
                        "type": "paragraph"
                      }
                    ],
                    "type": "doc"
                  }
                ]
              },
              "BroadcastEmailMark": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "color": {
                        "type": "string"
                      },
                      "fontSize": {
                        "type": "string"
                      },
                      "href": {
                        "type": "string"
                      }
                    },
                    "type": "object"
                  },
                  "type": {
                    "enum": [
                      "bold",
                      "italic",
                      "strike",
                      "underline",
                      "link",
                      "textStyle",
                      "highlight"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "BroadcastEmailNode": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "align": {
                        "enum": [
                          "left",
                          "center",
                          "right"
                        ],
                        "type": "string"
                      },
                      "alt": {
                        "type": "string"
                      },
                      "backgroundColor": {
                        "type": "string"
                      },
                      "backgroundImageUrl": {
                        "type": "string"
                      },
                      "blockquoteBorderColor": {
                        "type": "string"
                      },
                      "borderColor": {
                        "type": "string"
                      },
                      "borderRadius": {
                        "enum": [
                          "none",
                          "normal",
                          "small",
                          "large",
                          "full"
                        ],
                        "type": "string"
                      },
                      "borderWidth": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "caption": {
                        "type": "string"
                      },
                      "columns": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "crop": {
                        "enum": [
                          "none",
                          "square",
                          "circle"
                        ],
                        "type": "string"
                      },
                      "fillColumn": {
                        "type": "boolean"
                      },
                      "href": {
                        "type": "string"
                      },
                      "id": {
                        "type": "string"
                      },
                      "label": {
                        "type": "string"
                      },
                      "layoutAlignment": {
                        "enum": [
                          "left",
                          "center"
                        ],
                        "type": "string"
                      },
                      "level": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "linkColor": {
                        "type": "string"
                      },
                      "margin": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "padding": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "size": {
                        "enum": [
                          "small",
                          "medium",
                          "large"
                        ],
                        "type": "string"
                      },
                      "source": {
                        "enum": [
                          "unsplash"
                        ],
                        "type": "string"
                      },
                      "src": {
                        "type": "string"
                      },
                      "textAlign": {
                        "enum": [
                          "left",
                          "center",
                          "right",
                          "justify"
                        ],
                        "type": "string"
                      },
                      "textColor": {
                        "type": "string"
                      },
                      "title": {
                        "type": "string"
                      },
                      "unsplash": {
                        "additionalProperties": false,
                        "properties": {
                          "photoId": {
                            "type": "string"
                          },
                          "photographerName": {
                            "type": "string"
                          },
                          "photographerUrl": {
                            "type": "string"
                          },
                          "photographerUsername": {
                            "type": "string"
                          },
                          "unsplashUrl": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "photographerName"
                        ],
                        "type": "object"
                      },
                      "verticalAlign": {
                        "enum": [
                          "top",
                          "middle",
                          "bottom"
                        ],
                        "type": "string"
                      },
                      "width": {
                        "enum": [
                          "default",
                          "large",
                          "full",
                          "fit"
                        ],
                        "type": "string"
                      },
                      "widthPercent": {
                        "maximum": 100,
                        "minimum": 1,
                        "type": "number"
                      }
                    },
                    "type": "object"
                  },
                  "content": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailNode"
                    },
                    "type": "array"
                  },
                  "marks": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailMark"
                    },
                    "type": "array"
                  },
                  "text": {
                    "type": "string"
                  },
                  "type": {
                    "enum": [
                      "doc",
                      "paragraph",
                      "heading",
                      "text",
                      "hardBreak",
                      "bulletList",
                      "orderedList",
                      "listItem",
                      "blockquote",
                      "emailSection",
                      "emailSectionColumn",
                      "emailButton",
                      "image",
                      "horizontalRule"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "getBroadcast",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/Broadcast"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "idempotentHint": true,
            "openWorldHint": false,
            "readOnlyHint": true,
            "title": "Get a broadcast"
          }
        },
        {
          "name": "broadcasts_update",
          "title": "Update a broadcast",
          "description": "Updates an existing Broadcast draft. Scheduled, running, completed, and failed Broadcasts cannot be changed here. Before changing a scheduled Broadcast, read it by ID and retain its scheduled_at in the current task only. If the saved time is no longer safely in the future, ask the user for a new time before unscheduling. Otherwise unschedule it, apply the update, reschedule it for the same time, and verify both status and scheduled_at. If the update fails after unscheduling, restore the unchanged Broadcast to the same future time when possible. If the schedule cannot be restored, leave it as a Draft and immediately report that it will not send; never choose a replacement time without the user. Effect: workspace-change. Retry after reading the current resource state. Permission: broadcasts:write. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "$defs": {
              "AudienceCondition": {
                "additionalProperties": false,
                "properties": {
                  "customFieldId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "field": {
                    "enum": [
                      "subscriber_status",
                      "country",
                      "segment",
                      "tag",
                      "sequence",
                      "form",
                      "custom_field",
                      "email_opened",
                      "email_unsubscribed",
                      "magic_link_clicked"
                    ],
                    "type": "string"
                  },
                  "id": {
                    "type": "string"
                  },
                  "operator": {
                    "enum": [
                      "is",
                      "is_not",
                      "has_any_of",
                      "has_none_of",
                      "is_active_in_any_of",
                      "is_not_active_in_any_of",
                      "has_completed_any_of",
                      "has_not_completed_any_of",
                      "has_ever_been_in_any_of",
                      "has_never_been_in_any_of",
                      "contains",
                      "does_not_contain",
                      "is_empty",
                      "is_not_empty",
                      "before",
                      "after",
                      "on",
                      "in_last_days",
                      "greater_than",
                      "less_than",
                      "in_region",
                      "not_in_region"
                    ],
                    "type": "string"
                  },
                  "value": {
                    "oneOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "number"
                      },
                      {
                        "type": "boolean"
                      },
                      {
                        "items": {
                          "type": "string"
                        },
                        "type": "array"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "id",
                  "field",
                  "operator"
                ],
                "type": "object"
              },
              "AudienceConditionGroup": {
                "additionalProperties": false,
                "properties": {
                  "conditions": {
                    "items": {
                      "$ref": "#/$defs/AudienceCondition"
                    },
                    "minItems": 1,
                    "type": "array"
                  },
                  "id": {
                    "type": "string"
                  },
                  "match": {
                    "enum": [
                      "all",
                      "any"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "match",
                  "conditions"
                ],
                "type": "object"
              },
              "AudienceDefinition": {
                "additionalProperties": false,
                "example": {
                  "groups": [
                    {
                      "conditions": [
                        {
                          "field": "subscriber_status",
                          "id": "active-status",
                          "operator": "is",
                          "value": [
                            "Active"
                          ]
                        }
                      ],
                      "id": "active-subscribers",
                      "match": "all"
                    }
                  ],
                  "match": "all"
                },
                "examples": [
                  {
                    "groups": [
                      {
                        "conditions": [
                          {
                            "field": "subscriber_status",
                            "id": "active-status",
                            "operator": "is",
                            "value": [
                              "Active"
                            ]
                          }
                        ],
                        "id": "active-subscribers",
                        "match": "all"
                      }
                    ],
                    "match": "all"
                  }
                ],
                "properties": {
                  "groups": {
                    "items": {
                      "$ref": "#/$defs/AudienceConditionGroup"
                    },
                    "type": "array"
                  },
                  "match": {
                    "enum": [
                      "all",
                      "any"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "match",
                  "groups"
                ],
                "type": "object"
              },
              "BroadcastEmailDocument": {
                "allOf": [
                  {
                    "$ref": "#/$defs/BroadcastEmailNode"
                  }
                ],
                "description": "A structured email document. The root node must use type `doc` and contain supported block nodes. For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                "example": {
                  "content": [
                    {
                      "content": [
                        {
                          "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                          "type": "text"
                        }
                      ],
                      "type": "paragraph"
                    }
                  ],
                  "type": "doc"
                },
                "examples": [
                  {
                    "content": [
                      {
                        "content": [
                          {
                            "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                            "type": "text"
                          }
                        ],
                        "type": "paragraph"
                      }
                    ],
                    "type": "doc"
                  }
                ]
              },
              "BroadcastEmailMark": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "color": {
                        "type": "string"
                      },
                      "fontSize": {
                        "type": "string"
                      },
                      "href": {
                        "type": "string"
                      }
                    },
                    "type": "object"
                  },
                  "type": {
                    "enum": [
                      "bold",
                      "italic",
                      "strike",
                      "underline",
                      "link",
                      "textStyle",
                      "highlight"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "BroadcastEmailNode": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "align": {
                        "enum": [
                          "left",
                          "center",
                          "right"
                        ],
                        "type": "string"
                      },
                      "alt": {
                        "type": "string"
                      },
                      "backgroundColor": {
                        "type": "string"
                      },
                      "backgroundImageUrl": {
                        "type": "string"
                      },
                      "blockquoteBorderColor": {
                        "type": "string"
                      },
                      "borderColor": {
                        "type": "string"
                      },
                      "borderRadius": {
                        "enum": [
                          "none",
                          "normal",
                          "small",
                          "large",
                          "full"
                        ],
                        "type": "string"
                      },
                      "borderWidth": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "caption": {
                        "type": "string"
                      },
                      "columns": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "crop": {
                        "enum": [
                          "none",
                          "square",
                          "circle"
                        ],
                        "type": "string"
                      },
                      "fillColumn": {
                        "type": "boolean"
                      },
                      "href": {
                        "type": "string"
                      },
                      "id": {
                        "type": "string"
                      },
                      "label": {
                        "type": "string"
                      },
                      "layoutAlignment": {
                        "enum": [
                          "left",
                          "center"
                        ],
                        "type": "string"
                      },
                      "level": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "linkColor": {
                        "type": "string"
                      },
                      "margin": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "padding": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "size": {
                        "enum": [
                          "small",
                          "medium",
                          "large"
                        ],
                        "type": "string"
                      },
                      "source": {
                        "enum": [
                          "unsplash"
                        ],
                        "type": "string"
                      },
                      "src": {
                        "type": "string"
                      },
                      "textAlign": {
                        "enum": [
                          "left",
                          "center",
                          "right",
                          "justify"
                        ],
                        "type": "string"
                      },
                      "textColor": {
                        "type": "string"
                      },
                      "title": {
                        "type": "string"
                      },
                      "unsplash": {
                        "additionalProperties": false,
                        "properties": {
                          "photoId": {
                            "type": "string"
                          },
                          "photographerName": {
                            "type": "string"
                          },
                          "photographerUrl": {
                            "type": "string"
                          },
                          "photographerUsername": {
                            "type": "string"
                          },
                          "unsplashUrl": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "photographerName"
                        ],
                        "type": "object"
                      },
                      "verticalAlign": {
                        "enum": [
                          "top",
                          "middle",
                          "bottom"
                        ],
                        "type": "string"
                      },
                      "width": {
                        "enum": [
                          "default",
                          "large",
                          "full",
                          "fit"
                        ],
                        "type": "string"
                      },
                      "widthPercent": {
                        "maximum": 100,
                        "minimum": 1,
                        "type": "number"
                      }
                    },
                    "type": "object"
                  },
                  "content": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailNode"
                    },
                    "type": "array"
                  },
                  "marks": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailMark"
                    },
                    "type": "array"
                  },
                  "text": {
                    "type": "string"
                  },
                  "type": {
                    "enum": [
                      "doc",
                      "paragraph",
                      "heading",
                      "text",
                      "hardBreak",
                      "bulletList",
                      "orderedList",
                      "listItem",
                      "blockquote",
                      "emailSection",
                      "emailSectionColumn",
                      "emailButton",
                      "image",
                      "horizontalRule"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "BroadcastUpdateRequest": {
                "additionalProperties": false,
                "minProperties": 1,
                "properties": {
                  "audience_definition": {
                    "anyOf": [
                      {
                        "$ref": "#/$defs/AudienceDefinition"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "body_document": {
                    "allOf": [
                      {
                        "$ref": "#/$defs/BroadcastEmailDocument"
                      }
                    ],
                    "description": "For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text."
                  },
                  "connection_id": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "preview_text": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "reply_to_email": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "subject": {
                    "description": "For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                    "type": "string"
                  },
                  "track_clicks": {
                    "type": "boolean"
                  },
                  "track_opens": {
                    "type": "boolean"
                  },
                  "utm_campaign": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_content": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_medium": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_source": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_term": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "type": "object"
              }
            },
            "additionalProperties": false,
            "properties": {
              "body": {
                "$ref": "#/$defs/BroadcastUpdateRequest",
                "description": "The exact JSON request body defined by the Mailrith public API contract.",
                "type": "object"
              },
              "broadcast_id": {
                "description": "The broadcast identifier.",
                "type": "string"
              }
            },
            "required": [
              "broadcast_id",
              "body"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "AudienceCondition": {
                "additionalProperties": false,
                "properties": {
                  "customFieldId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "field": {
                    "enum": [
                      "subscriber_status",
                      "country",
                      "segment",
                      "tag",
                      "sequence",
                      "form",
                      "custom_field",
                      "email_opened",
                      "email_unsubscribed",
                      "magic_link_clicked"
                    ],
                    "type": "string"
                  },
                  "id": {
                    "type": "string"
                  },
                  "operator": {
                    "enum": [
                      "is",
                      "is_not",
                      "has_any_of",
                      "has_none_of",
                      "is_active_in_any_of",
                      "is_not_active_in_any_of",
                      "has_completed_any_of",
                      "has_not_completed_any_of",
                      "has_ever_been_in_any_of",
                      "has_never_been_in_any_of",
                      "contains",
                      "does_not_contain",
                      "is_empty",
                      "is_not_empty",
                      "before",
                      "after",
                      "on",
                      "in_last_days",
                      "greater_than",
                      "less_than",
                      "in_region",
                      "not_in_region"
                    ],
                    "type": "string"
                  },
                  "value": {
                    "oneOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "number"
                      },
                      {
                        "type": "boolean"
                      },
                      {
                        "items": {
                          "type": "string"
                        },
                        "type": "array"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "id",
                  "field",
                  "operator"
                ],
                "type": "object"
              },
              "AudienceConditionGroup": {
                "additionalProperties": false,
                "properties": {
                  "conditions": {
                    "items": {
                      "$ref": "#/$defs/AudienceCondition"
                    },
                    "minItems": 1,
                    "type": "array"
                  },
                  "id": {
                    "type": "string"
                  },
                  "match": {
                    "enum": [
                      "all",
                      "any"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "match",
                  "conditions"
                ],
                "type": "object"
              },
              "AudienceDefinition": {
                "additionalProperties": false,
                "example": {
                  "groups": [
                    {
                      "conditions": [
                        {
                          "field": "subscriber_status",
                          "id": "active-status",
                          "operator": "is",
                          "value": [
                            "Active"
                          ]
                        }
                      ],
                      "id": "active-subscribers",
                      "match": "all"
                    }
                  ],
                  "match": "all"
                },
                "examples": [
                  {
                    "groups": [
                      {
                        "conditions": [
                          {
                            "field": "subscriber_status",
                            "id": "active-status",
                            "operator": "is",
                            "value": [
                              "Active"
                            ]
                          }
                        ],
                        "id": "active-subscribers",
                        "match": "all"
                      }
                    ],
                    "match": "all"
                  }
                ],
                "properties": {
                  "groups": {
                    "items": {
                      "$ref": "#/$defs/AudienceConditionGroup"
                    },
                    "type": "array"
                  },
                  "match": {
                    "enum": [
                      "all",
                      "any"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "match",
                  "groups"
                ],
                "type": "object"
              },
              "Broadcast": {
                "properties": {
                  "audience_definition": {
                    "anyOf": [
                      {
                        "$ref": "#/$defs/AudienceDefinition"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "body": {
                    "type": "string"
                  },
                  "body_document": {
                    "$ref": "#/$defs/BroadcastEmailDocument"
                  },
                  "bounced_count": {
                    "type": "integer"
                  },
                  "clicked_count": {
                    "type": "integer"
                  },
                  "complained_count": {
                    "type": "integer"
                  },
                  "completed_at": {
                    "anyOf": [
                      {
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "connection_id": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "from_email": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "from_name": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "id": {
                    "type": "string"
                  },
                  "opened_count": {
                    "type": "integer"
                  },
                  "preview_text": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "recipient_count": {
                    "type": "integer"
                  },
                  "reply_to_email": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "scheduled_at": {
                    "anyOf": [
                      {
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "status": {
                    "enum": [
                      "draft",
                      "scheduled",
                      "running",
                      "completed",
                      "failed"
                    ],
                    "type": "string"
                  },
                  "subject": {
                    "type": "string"
                  },
                  "track_clicks": {
                    "type": "boolean"
                  },
                  "track_opens": {
                    "type": "boolean"
                  },
                  "unsubscribed_count": {
                    "type": "integer"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "utm_campaign": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_content": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_medium": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_source": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_term": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "id",
                  "subject",
                  "preview_text",
                  "body",
                  "body_document",
                  "status",
                  "scheduled_at",
                  "completed_at",
                  "connection_id",
                  "from_name",
                  "from_email",
                  "reply_to_email",
                  "audience_definition",
                  "track_opens",
                  "track_clicks",
                  "utm_source",
                  "utm_medium",
                  "utm_campaign",
                  "utm_term",
                  "utm_content",
                  "recipient_count",
                  "opened_count",
                  "clicked_count",
                  "unsubscribed_count",
                  "bounced_count",
                  "complained_count",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              },
              "BroadcastEmailDocument": {
                "allOf": [
                  {
                    "$ref": "#/$defs/BroadcastEmailNode"
                  }
                ],
                "description": "A structured email document. The root node must use type `doc` and contain supported block nodes. For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                "example": {
                  "content": [
                    {
                      "content": [
                        {
                          "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                          "type": "text"
                        }
                      ],
                      "type": "paragraph"
                    }
                  ],
                  "type": "doc"
                },
                "examples": [
                  {
                    "content": [
                      {
                        "content": [
                          {
                            "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                            "type": "text"
                          }
                        ],
                        "type": "paragraph"
                      }
                    ],
                    "type": "doc"
                  }
                ]
              },
              "BroadcastEmailMark": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "color": {
                        "type": "string"
                      },
                      "fontSize": {
                        "type": "string"
                      },
                      "href": {
                        "type": "string"
                      }
                    },
                    "type": "object"
                  },
                  "type": {
                    "enum": [
                      "bold",
                      "italic",
                      "strike",
                      "underline",
                      "link",
                      "textStyle",
                      "highlight"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "BroadcastEmailNode": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "align": {
                        "enum": [
                          "left",
                          "center",
                          "right"
                        ],
                        "type": "string"
                      },
                      "alt": {
                        "type": "string"
                      },
                      "backgroundColor": {
                        "type": "string"
                      },
                      "backgroundImageUrl": {
                        "type": "string"
                      },
                      "blockquoteBorderColor": {
                        "type": "string"
                      },
                      "borderColor": {
                        "type": "string"
                      },
                      "borderRadius": {
                        "enum": [
                          "none",
                          "normal",
                          "small",
                          "large",
                          "full"
                        ],
                        "type": "string"
                      },
                      "borderWidth": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "caption": {
                        "type": "string"
                      },
                      "columns": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "crop": {
                        "enum": [
                          "none",
                          "square",
                          "circle"
                        ],
                        "type": "string"
                      },
                      "fillColumn": {
                        "type": "boolean"
                      },
                      "href": {
                        "type": "string"
                      },
                      "id": {
                        "type": "string"
                      },
                      "label": {
                        "type": "string"
                      },
                      "layoutAlignment": {
                        "enum": [
                          "left",
                          "center"
                        ],
                        "type": "string"
                      },
                      "level": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "linkColor": {
                        "type": "string"
                      },
                      "margin": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "padding": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "size": {
                        "enum": [
                          "small",
                          "medium",
                          "large"
                        ],
                        "type": "string"
                      },
                      "source": {
                        "enum": [
                          "unsplash"
                        ],
                        "type": "string"
                      },
                      "src": {
                        "type": "string"
                      },
                      "textAlign": {
                        "enum": [
                          "left",
                          "center",
                          "right",
                          "justify"
                        ],
                        "type": "string"
                      },
                      "textColor": {
                        "type": "string"
                      },
                      "title": {
                        "type": "string"
                      },
                      "unsplash": {
                        "additionalProperties": false,
                        "properties": {
                          "photoId": {
                            "type": "string"
                          },
                          "photographerName": {
                            "type": "string"
                          },
                          "photographerUrl": {
                            "type": "string"
                          },
                          "photographerUsername": {
                            "type": "string"
                          },
                          "unsplashUrl": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "photographerName"
                        ],
                        "type": "object"
                      },
                      "verticalAlign": {
                        "enum": [
                          "top",
                          "middle",
                          "bottom"
                        ],
                        "type": "string"
                      },
                      "width": {
                        "enum": [
                          "default",
                          "large",
                          "full",
                          "fit"
                        ],
                        "type": "string"
                      },
                      "widthPercent": {
                        "maximum": 100,
                        "minimum": 1,
                        "type": "number"
                      }
                    },
                    "type": "object"
                  },
                  "content": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailNode"
                    },
                    "type": "array"
                  },
                  "marks": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailMark"
                    },
                    "type": "array"
                  },
                  "text": {
                    "type": "string"
                  },
                  "type": {
                    "enum": [
                      "doc",
                      "paragraph",
                      "heading",
                      "text",
                      "hardBreak",
                      "bulletList",
                      "orderedList",
                      "listItem",
                      "blockquote",
                      "emailSection",
                      "emailSectionColumn",
                      "emailButton",
                      "image",
                      "horizontalRule"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "updateBroadcast",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/Broadcast"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": true,
            "idempotentHint": true,
            "openWorldHint": false,
            "readOnlyHint": false,
            "title": "Update a broadcast"
          }
        },
        {
          "name": "broadcasts_preflight",
          "title": "Inspect broadcast readiness",
          "description": "Optionally checks the current Subscriber estimate, provider capacity, sender setup, event tracking, and blocking issues. This diagnostic is not required before starting a durable send. Permission: broadcasts:read. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "additionalProperties": false,
            "properties": {
              "broadcast_id": {
                "description": "The broadcast identifier.",
                "type": "string"
              }
            },
            "required": [
              "broadcast_id"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "BroadcastSendPreflight": {
                "description": "Current Subscriber estimate, provider capacity, sender and event setup health, duration estimate, and blocking issues.",
                "properties": {
                  "blocking_issues": {
                    "items": {
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "resolution": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "code",
                        "message",
                        "resolution"
                      ],
                      "type": "object"
                    },
                    "type": "array"
                  },
                  "broadcast_id": {
                    "type": "string"
                  },
                  "checked_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "connection": {
                    "properties": {
                      "id": {
                        "type": "string"
                      },
                      "name": {
                        "type": "string"
                      },
                      "provider": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "id",
                      "name",
                      "provider"
                    ],
                    "type": "object"
                  },
                  "estimated_duration_seconds": {
                    "anyOf": [
                      {
                        "minimum": 0,
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "event_webhook_health": {
                    "enum": [
                      "healthy",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "provider_production_status": {
                    "enum": [
                      "production",
                      "restricted",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "recipient_estimate": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "remaining_daily_quota": {
                    "anyOf": [
                      {
                        "minimum": 0,
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "safe_send_rate": {
                    "anyOf": [
                      {
                        "exclusiveMinimum": 0,
                        "type": "number"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "send_proof": {
                    "anyOf": [
                      {
                        "description": "Short-lived proof returned when preflight passes. Submit it unchanged to Send so Mailrith can accept the durable run without repeating the expensive Subscriber count and provider checks.",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "send_proof_expires_at": {
                    "anyOf": [
                      {
                        "description": "When the short-lived Send proof expires. Run preflight again after this time.",
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "sender_authentication_status": {
                    "enum": [
                      "verified",
                      "unverified",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "sending_quota": {
                    "anyOf": [
                      {
                        "properties": {
                          "limit": {
                            "minimum": 1,
                            "type": "integer"
                          },
                          "period": {
                            "enum": [
                              "rolling-24-hours",
                              "day",
                              "month"
                            ],
                            "type": "string"
                          },
                          "remaining": {
                            "minimum": 0,
                            "type": "integer"
                          }
                        },
                        "required": [
                          "remaining",
                          "limit",
                          "period"
                        ],
                        "type": "object"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "subject": {
                    "type": "string"
                  },
                  "workspace_id": {
                    "type": "string"
                  }
                },
                "required": [
                  "workspace_id",
                  "broadcast_id",
                  "subject",
                  "recipient_estimate",
                  "connection",
                  "provider_production_status",
                  "remaining_daily_quota",
                  "sending_quota",
                  "safe_send_rate",
                  "estimated_duration_seconds",
                  "sender_authentication_status",
                  "event_webhook_health",
                  "blocking_issues",
                  "checked_at",
                  "send_proof",
                  "send_proof_expires_at"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "preflightBroadcast",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/BroadcastSendPreflight"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "idempotentHint": true,
            "openWorldHint": false,
            "readOnlyHint": true,
            "title": "Inspect broadcast readiness"
          }
        },
        {
          "name": "broadcasts_send_test",
          "title": "Send a broadcast test email",
          "description": "Sends a test message from an existing Broadcast that has an email delivery connection. Provide a saved Subscriber ID for personalization; use subscribers_list to find one when needed. The recipient may be any test inbox and does not have to match the saved Subscriber. Effect: external-email. Retry with the same idempotency_key. Permissions: live_actions:write, subscribers:read, broadcasts:write. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "$defs": {
              "BroadcastTestRequest": {
                "additionalProperties": false,
                "properties": {
                  "recipient": {
                    "description": "The inbox that receives the test message. It may differ from the saved Subscriber used for personalization.",
                    "format": "email",
                    "type": "string"
                  },
                  "subscriber_id": {
                    "description": "Required saved Subscriber ID whose profile supplies personalization. Use subscribers_list to find one before sending the test when needed.",
                    "type": "string"
                  }
                },
                "required": [
                  "recipient",
                  "subscriber_id"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "properties": {
              "body": {
                "$ref": "#/$defs/BroadcastTestRequest",
                "description": "The exact JSON request body defined by the Mailrith public API contract.",
                "type": "object"
              },
              "broadcast_id": {
                "description": "The broadcast identifier.",
                "type": "string"
              },
              "idempotency_key": {
                "description": "Optional idempotency key to retry the request safely. It must not exceed 256 UTF-8 bytes.",
                "maxLength": 256,
                "type": "string"
              }
            },
            "required": [
              "broadcast_id",
              "body"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "BroadcastTestResult": {
                "additionalProperties": false,
                "properties": {
                  "provider_message_ids": {
                    "description": "Provider acceptance IDs in sent-message order; null when unavailable. These are not delivery or inbox receipts.",
                    "items": {
                      "anyOf": [
                        {
                          "maxLength": 200,
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ]
                    },
                    "maxItems": 5,
                    "minItems": 1,
                    "type": "array"
                  },
                  "status": {
                    "enum": [
                      "completed"
                    ],
                    "type": "string"
                  },
                  "subscriber_id": {
                    "type": "string"
                  }
                },
                "required": [
                  "status",
                  "subscriber_id"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "testBroadcast",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/BroadcastTestResult"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": true,
            "idempotentHint": false,
            "openWorldHint": true,
            "readOnlyHint": false,
            "title": "Send a broadcast test email"
          }
        },
        {
          "name": "broadcasts_schedule",
          "title": "Schedule or reschedule a broadcast",
          "description": "Schedules a draft for future delivery, or changes the delivery time of an existing scheduled Broadcast. This uses Mailrith's durable scheduled-send path and does not start delivery immediately. Effect: external-email. Retry after reading the current resource state. Permissions: live_actions:write, broadcasts:write. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "$defs": {
              "BroadcastScheduleRequest": {
                "additionalProperties": false,
                "example": {
                  "scheduled_at": "2026-08-01T09:30:00.000Z"
                },
                "examples": [
                  {
                    "scheduled_at": "2026-08-01T09:30:00.000Z"
                  }
                ],
                "properties": {
                  "scheduled_at": {
                    "description": "A future date and time. Include an explicit UTC offset or Z suffix.",
                    "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:[01]\\d|2[0-3]):[0-5]\\d:[0-5]\\d(?:\\.\\d+)?(?:Z|[+-](?:[01]\\d|2[0-3]):[0-5]\\d)$",
                    "type": "string"
                  }
                },
                "required": [
                  "scheduled_at"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "properties": {
              "body": {
                "$ref": "#/$defs/BroadcastScheduleRequest",
                "description": "The exact JSON request body defined by the Mailrith public API contract.",
                "type": "object"
              },
              "broadcast_id": {
                "description": "The broadcast identifier.",
                "type": "string"
              }
            },
            "required": [
              "broadcast_id",
              "body"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "AudienceCondition": {
                "additionalProperties": false,
                "properties": {
                  "customFieldId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "field": {
                    "enum": [
                      "subscriber_status",
                      "country",
                      "segment",
                      "tag",
                      "sequence",
                      "form",
                      "custom_field",
                      "email_opened",
                      "email_unsubscribed",
                      "magic_link_clicked"
                    ],
                    "type": "string"
                  },
                  "id": {
                    "type": "string"
                  },
                  "operator": {
                    "enum": [
                      "is",
                      "is_not",
                      "has_any_of",
                      "has_none_of",
                      "is_active_in_any_of",
                      "is_not_active_in_any_of",
                      "has_completed_any_of",
                      "has_not_completed_any_of",
                      "has_ever_been_in_any_of",
                      "has_never_been_in_any_of",
                      "contains",
                      "does_not_contain",
                      "is_empty",
                      "is_not_empty",
                      "before",
                      "after",
                      "on",
                      "in_last_days",
                      "greater_than",
                      "less_than",
                      "in_region",
                      "not_in_region"
                    ],
                    "type": "string"
                  },
                  "value": {
                    "oneOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "number"
                      },
                      {
                        "type": "boolean"
                      },
                      {
                        "items": {
                          "type": "string"
                        },
                        "type": "array"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "id",
                  "field",
                  "operator"
                ],
                "type": "object"
              },
              "AudienceConditionGroup": {
                "additionalProperties": false,
                "properties": {
                  "conditions": {
                    "items": {
                      "$ref": "#/$defs/AudienceCondition"
                    },
                    "minItems": 1,
                    "type": "array"
                  },
                  "id": {
                    "type": "string"
                  },
                  "match": {
                    "enum": [
                      "all",
                      "any"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "match",
                  "conditions"
                ],
                "type": "object"
              },
              "AudienceDefinition": {
                "additionalProperties": false,
                "example": {
                  "groups": [
                    {
                      "conditions": [
                        {
                          "field": "subscriber_status",
                          "id": "active-status",
                          "operator": "is",
                          "value": [
                            "Active"
                          ]
                        }
                      ],
                      "id": "active-subscribers",
                      "match": "all"
                    }
                  ],
                  "match": "all"
                },
                "examples": [
                  {
                    "groups": [
                      {
                        "conditions": [
                          {
                            "field": "subscriber_status",
                            "id": "active-status",
                            "operator": "is",
                            "value": [
                              "Active"
                            ]
                          }
                        ],
                        "id": "active-subscribers",
                        "match": "all"
                      }
                    ],
                    "match": "all"
                  }
                ],
                "properties": {
                  "groups": {
                    "items": {
                      "$ref": "#/$defs/AudienceConditionGroup"
                    },
                    "type": "array"
                  },
                  "match": {
                    "enum": [
                      "all",
                      "any"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "match",
                  "groups"
                ],
                "type": "object"
              },
              "Broadcast": {
                "properties": {
                  "audience_definition": {
                    "anyOf": [
                      {
                        "$ref": "#/$defs/AudienceDefinition"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "body": {
                    "type": "string"
                  },
                  "body_document": {
                    "$ref": "#/$defs/BroadcastEmailDocument"
                  },
                  "bounced_count": {
                    "type": "integer"
                  },
                  "clicked_count": {
                    "type": "integer"
                  },
                  "complained_count": {
                    "type": "integer"
                  },
                  "completed_at": {
                    "anyOf": [
                      {
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "connection_id": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "from_email": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "from_name": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "id": {
                    "type": "string"
                  },
                  "opened_count": {
                    "type": "integer"
                  },
                  "preview_text": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "recipient_count": {
                    "type": "integer"
                  },
                  "reply_to_email": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "scheduled_at": {
                    "anyOf": [
                      {
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "status": {
                    "enum": [
                      "draft",
                      "scheduled",
                      "running",
                      "completed",
                      "failed"
                    ],
                    "type": "string"
                  },
                  "subject": {
                    "type": "string"
                  },
                  "track_clicks": {
                    "type": "boolean"
                  },
                  "track_opens": {
                    "type": "boolean"
                  },
                  "unsubscribed_count": {
                    "type": "integer"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "utm_campaign": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_content": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_medium": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_source": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_term": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "id",
                  "subject",
                  "preview_text",
                  "body",
                  "body_document",
                  "status",
                  "scheduled_at",
                  "completed_at",
                  "connection_id",
                  "from_name",
                  "from_email",
                  "reply_to_email",
                  "audience_definition",
                  "track_opens",
                  "track_clicks",
                  "utm_source",
                  "utm_medium",
                  "utm_campaign",
                  "utm_term",
                  "utm_content",
                  "recipient_count",
                  "opened_count",
                  "clicked_count",
                  "unsubscribed_count",
                  "bounced_count",
                  "complained_count",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              },
              "BroadcastEmailDocument": {
                "allOf": [
                  {
                    "$ref": "#/$defs/BroadcastEmailNode"
                  }
                ],
                "description": "A structured email document. The root node must use type `doc` and contain supported block nodes. For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                "example": {
                  "content": [
                    {
                      "content": [
                        {
                          "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                          "type": "text"
                        }
                      ],
                      "type": "paragraph"
                    }
                  ],
                  "type": "doc"
                },
                "examples": [
                  {
                    "content": [
                      {
                        "content": [
                          {
                            "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                            "type": "text"
                          }
                        ],
                        "type": "paragraph"
                      }
                    ],
                    "type": "doc"
                  }
                ]
              },
              "BroadcastEmailMark": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "color": {
                        "type": "string"
                      },
                      "fontSize": {
                        "type": "string"
                      },
                      "href": {
                        "type": "string"
                      }
                    },
                    "type": "object"
                  },
                  "type": {
                    "enum": [
                      "bold",
                      "italic",
                      "strike",
                      "underline",
                      "link",
                      "textStyle",
                      "highlight"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "BroadcastEmailNode": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "align": {
                        "enum": [
                          "left",
                          "center",
                          "right"
                        ],
                        "type": "string"
                      },
                      "alt": {
                        "type": "string"
                      },
                      "backgroundColor": {
                        "type": "string"
                      },
                      "backgroundImageUrl": {
                        "type": "string"
                      },
                      "blockquoteBorderColor": {
                        "type": "string"
                      },
                      "borderColor": {
                        "type": "string"
                      },
                      "borderRadius": {
                        "enum": [
                          "none",
                          "normal",
                          "small",
                          "large",
                          "full"
                        ],
                        "type": "string"
                      },
                      "borderWidth": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "caption": {
                        "type": "string"
                      },
                      "columns": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "crop": {
                        "enum": [
                          "none",
                          "square",
                          "circle"
                        ],
                        "type": "string"
                      },
                      "fillColumn": {
                        "type": "boolean"
                      },
                      "href": {
                        "type": "string"
                      },
                      "id": {
                        "type": "string"
                      },
                      "label": {
                        "type": "string"
                      },
                      "layoutAlignment": {
                        "enum": [
                          "left",
                          "center"
                        ],
                        "type": "string"
                      },
                      "level": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "linkColor": {
                        "type": "string"
                      },
                      "margin": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "padding": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "size": {
                        "enum": [
                          "small",
                          "medium",
                          "large"
                        ],
                        "type": "string"
                      },
                      "source": {
                        "enum": [
                          "unsplash"
                        ],
                        "type": "string"
                      },
                      "src": {
                        "type": "string"
                      },
                      "textAlign": {
                        "enum": [
                          "left",
                          "center",
                          "right",
                          "justify"
                        ],
                        "type": "string"
                      },
                      "textColor": {
                        "type": "string"
                      },
                      "title": {
                        "type": "string"
                      },
                      "unsplash": {
                        "additionalProperties": false,
                        "properties": {
                          "photoId": {
                            "type": "string"
                          },
                          "photographerName": {
                            "type": "string"
                          },
                          "photographerUrl": {
                            "type": "string"
                          },
                          "photographerUsername": {
                            "type": "string"
                          },
                          "unsplashUrl": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "photographerName"
                        ],
                        "type": "object"
                      },
                      "verticalAlign": {
                        "enum": [
                          "top",
                          "middle",
                          "bottom"
                        ],
                        "type": "string"
                      },
                      "width": {
                        "enum": [
                          "default",
                          "large",
                          "full",
                          "fit"
                        ],
                        "type": "string"
                      },
                      "widthPercent": {
                        "maximum": 100,
                        "minimum": 1,
                        "type": "number"
                      }
                    },
                    "type": "object"
                  },
                  "content": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailNode"
                    },
                    "type": "array"
                  },
                  "marks": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailMark"
                    },
                    "type": "array"
                  },
                  "text": {
                    "type": "string"
                  },
                  "type": {
                    "enum": [
                      "doc",
                      "paragraph",
                      "heading",
                      "text",
                      "hardBreak",
                      "bulletList",
                      "orderedList",
                      "listItem",
                      "blockquote",
                      "emailSection",
                      "emailSectionColumn",
                      "emailButton",
                      "image",
                      "horizontalRule"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "scheduleBroadcast",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/Broadcast"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": true,
            "idempotentHint": true,
            "openWorldHint": true,
            "readOnlyHint": false,
            "title": "Schedule or reschedule a broadcast"
          }
        },
        {
          "name": "broadcasts_unschedule",
          "title": "Unschedule a broadcast",
          "description": "Returns a scheduled Broadcast to draft state before delivery starts. Effect: workspace-change. Retry after reading the current resource state. Permissions: live_actions:write, broadcasts:write. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "additionalProperties": false,
            "properties": {
              "broadcast_id": {
                "description": "The broadcast identifier.",
                "type": "string"
              }
            },
            "required": [
              "broadcast_id"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "AudienceCondition": {
                "additionalProperties": false,
                "properties": {
                  "customFieldId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "field": {
                    "enum": [
                      "subscriber_status",
                      "country",
                      "segment",
                      "tag",
                      "sequence",
                      "form",
                      "custom_field",
                      "email_opened",
                      "email_unsubscribed",
                      "magic_link_clicked"
                    ],
                    "type": "string"
                  },
                  "id": {
                    "type": "string"
                  },
                  "operator": {
                    "enum": [
                      "is",
                      "is_not",
                      "has_any_of",
                      "has_none_of",
                      "is_active_in_any_of",
                      "is_not_active_in_any_of",
                      "has_completed_any_of",
                      "has_not_completed_any_of",
                      "has_ever_been_in_any_of",
                      "has_never_been_in_any_of",
                      "contains",
                      "does_not_contain",
                      "is_empty",
                      "is_not_empty",
                      "before",
                      "after",
                      "on",
                      "in_last_days",
                      "greater_than",
                      "less_than",
                      "in_region",
                      "not_in_region"
                    ],
                    "type": "string"
                  },
                  "value": {
                    "oneOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "number"
                      },
                      {
                        "type": "boolean"
                      },
                      {
                        "items": {
                          "type": "string"
                        },
                        "type": "array"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "id",
                  "field",
                  "operator"
                ],
                "type": "object"
              },
              "AudienceConditionGroup": {
                "additionalProperties": false,
                "properties": {
                  "conditions": {
                    "items": {
                      "$ref": "#/$defs/AudienceCondition"
                    },
                    "minItems": 1,
                    "type": "array"
                  },
                  "id": {
                    "type": "string"
                  },
                  "match": {
                    "enum": [
                      "all",
                      "any"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "match",
                  "conditions"
                ],
                "type": "object"
              },
              "AudienceDefinition": {
                "additionalProperties": false,
                "example": {
                  "groups": [
                    {
                      "conditions": [
                        {
                          "field": "subscriber_status",
                          "id": "active-status",
                          "operator": "is",
                          "value": [
                            "Active"
                          ]
                        }
                      ],
                      "id": "active-subscribers",
                      "match": "all"
                    }
                  ],
                  "match": "all"
                },
                "examples": [
                  {
                    "groups": [
                      {
                        "conditions": [
                          {
                            "field": "subscriber_status",
                            "id": "active-status",
                            "operator": "is",
                            "value": [
                              "Active"
                            ]
                          }
                        ],
                        "id": "active-subscribers",
                        "match": "all"
                      }
                    ],
                    "match": "all"
                  }
                ],
                "properties": {
                  "groups": {
                    "items": {
                      "$ref": "#/$defs/AudienceConditionGroup"
                    },
                    "type": "array"
                  },
                  "match": {
                    "enum": [
                      "all",
                      "any"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "match",
                  "groups"
                ],
                "type": "object"
              },
              "Broadcast": {
                "properties": {
                  "audience_definition": {
                    "anyOf": [
                      {
                        "$ref": "#/$defs/AudienceDefinition"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "body": {
                    "type": "string"
                  },
                  "body_document": {
                    "$ref": "#/$defs/BroadcastEmailDocument"
                  },
                  "bounced_count": {
                    "type": "integer"
                  },
                  "clicked_count": {
                    "type": "integer"
                  },
                  "complained_count": {
                    "type": "integer"
                  },
                  "completed_at": {
                    "anyOf": [
                      {
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "connection_id": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "from_email": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "from_name": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "id": {
                    "type": "string"
                  },
                  "opened_count": {
                    "type": "integer"
                  },
                  "preview_text": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "recipient_count": {
                    "type": "integer"
                  },
                  "reply_to_email": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "scheduled_at": {
                    "anyOf": [
                      {
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "status": {
                    "enum": [
                      "draft",
                      "scheduled",
                      "running",
                      "completed",
                      "failed"
                    ],
                    "type": "string"
                  },
                  "subject": {
                    "type": "string"
                  },
                  "track_clicks": {
                    "type": "boolean"
                  },
                  "track_opens": {
                    "type": "boolean"
                  },
                  "unsubscribed_count": {
                    "type": "integer"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "utm_campaign": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_content": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_medium": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_source": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_term": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "id",
                  "subject",
                  "preview_text",
                  "body",
                  "body_document",
                  "status",
                  "scheduled_at",
                  "completed_at",
                  "connection_id",
                  "from_name",
                  "from_email",
                  "reply_to_email",
                  "audience_definition",
                  "track_opens",
                  "track_clicks",
                  "utm_source",
                  "utm_medium",
                  "utm_campaign",
                  "utm_term",
                  "utm_content",
                  "recipient_count",
                  "opened_count",
                  "clicked_count",
                  "unsubscribed_count",
                  "bounced_count",
                  "complained_count",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              },
              "BroadcastEmailDocument": {
                "allOf": [
                  {
                    "$ref": "#/$defs/BroadcastEmailNode"
                  }
                ],
                "description": "A structured email document. The root node must use type `doc` and contain supported block nodes. For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                "example": {
                  "content": [
                    {
                      "content": [
                        {
                          "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                          "type": "text"
                        }
                      ],
                      "type": "paragraph"
                    }
                  ],
                  "type": "doc"
                },
                "examples": [
                  {
                    "content": [
                      {
                        "content": [
                          {
                            "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                            "type": "text"
                          }
                        ],
                        "type": "paragraph"
                      }
                    ],
                    "type": "doc"
                  }
                ]
              },
              "BroadcastEmailMark": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "color": {
                        "type": "string"
                      },
                      "fontSize": {
                        "type": "string"
                      },
                      "href": {
                        "type": "string"
                      }
                    },
                    "type": "object"
                  },
                  "type": {
                    "enum": [
                      "bold",
                      "italic",
                      "strike",
                      "underline",
                      "link",
                      "textStyle",
                      "highlight"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "BroadcastEmailNode": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "align": {
                        "enum": [
                          "left",
                          "center",
                          "right"
                        ],
                        "type": "string"
                      },
                      "alt": {
                        "type": "string"
                      },
                      "backgroundColor": {
                        "type": "string"
                      },
                      "backgroundImageUrl": {
                        "type": "string"
                      },
                      "blockquoteBorderColor": {
                        "type": "string"
                      },
                      "borderColor": {
                        "type": "string"
                      },
                      "borderRadius": {
                        "enum": [
                          "none",
                          "normal",
                          "small",
                          "large",
                          "full"
                        ],
                        "type": "string"
                      },
                      "borderWidth": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "caption": {
                        "type": "string"
                      },
                      "columns": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "crop": {
                        "enum": [
                          "none",
                          "square",
                          "circle"
                        ],
                        "type": "string"
                      },
                      "fillColumn": {
                        "type": "boolean"
                      },
                      "href": {
                        "type": "string"
                      },
                      "id": {
                        "type": "string"
                      },
                      "label": {
                        "type": "string"
                      },
                      "layoutAlignment": {
                        "enum": [
                          "left",
                          "center"
                        ],
                        "type": "string"
                      },
                      "level": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "linkColor": {
                        "type": "string"
                      },
                      "margin": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "padding": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "size": {
                        "enum": [
                          "small",
                          "medium",
                          "large"
                        ],
                        "type": "string"
                      },
                      "source": {
                        "enum": [
                          "unsplash"
                        ],
                        "type": "string"
                      },
                      "src": {
                        "type": "string"
                      },
                      "textAlign": {
                        "enum": [
                          "left",
                          "center",
                          "right",
                          "justify"
                        ],
                        "type": "string"
                      },
                      "textColor": {
                        "type": "string"
                      },
                      "title": {
                        "type": "string"
                      },
                      "unsplash": {
                        "additionalProperties": false,
                        "properties": {
                          "photoId": {
                            "type": "string"
                          },
                          "photographerName": {
                            "type": "string"
                          },
                          "photographerUrl": {
                            "type": "string"
                          },
                          "photographerUsername": {
                            "type": "string"
                          },
                          "unsplashUrl": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "photographerName"
                        ],
                        "type": "object"
                      },
                      "verticalAlign": {
                        "enum": [
                          "top",
                          "middle",
                          "bottom"
                        ],
                        "type": "string"
                      },
                      "width": {
                        "enum": [
                          "default",
                          "large",
                          "full",
                          "fit"
                        ],
                        "type": "string"
                      },
                      "widthPercent": {
                        "maximum": 100,
                        "minimum": 1,
                        "type": "number"
                      }
                    },
                    "type": "object"
                  },
                  "content": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailNode"
                    },
                    "type": "array"
                  },
                  "marks": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailMark"
                    },
                    "type": "array"
                  },
                  "text": {
                    "type": "string"
                  },
                  "type": {
                    "enum": [
                      "doc",
                      "paragraph",
                      "heading",
                      "text",
                      "hardBreak",
                      "bulletList",
                      "orderedList",
                      "listItem",
                      "blockquote",
                      "emailSection",
                      "emailSectionColumn",
                      "emailButton",
                      "image",
                      "horizontalRule"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "unscheduleBroadcast",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/Broadcast"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": true,
            "idempotentHint": true,
            "openWorldHint": false,
            "readOnlyHint": false,
            "title": "Unschedule a broadcast"
          }
        },
        {
          "name": "broadcasts_send",
          "title": "Send a broadcast now",
          "description": "Immediately creates durable preparation for a broadcast draft or scheduled send. Mailrith calculates the exact Subscriber total and checks provider readiness in the background before delivery. A 202 response means the durable send was accepted, not that provider delivery is complete. Reuse the same idempotency key if the response is lost. Effect: external-email. Retry with the same idempotency_key. Permissions: live_actions:write, broadcasts:write. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "additionalProperties": false,
            "properties": {
              "body": {
                "description": "The exact JSON request body defined by the Mailrith public API contract.",
                "properties": {
                  "preflight_proof": {
                    "description": "Optional unchanged short-lived send_proof returned by a recent diagnostic preflight. A valid proof can seed its checked estimate. If it is omitted, expired, or no longer matches, Mailrith still creates the run immediately and calculates the exact total during durable preparation.",
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "broadcast_id": {
                "description": "The broadcast identifier.",
                "type": "string"
              },
              "idempotency_key": {
                "description": "Optional idempotency key to retry the request safely. It must not exceed 256 UTF-8 bytes.",
                "maxLength": 256,
                "type": "string"
              }
            },
            "required": [
              "broadcast_id"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "AudienceCondition": {
                "additionalProperties": false,
                "properties": {
                  "customFieldId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "field": {
                    "enum": [
                      "subscriber_status",
                      "country",
                      "segment",
                      "tag",
                      "sequence",
                      "form",
                      "custom_field",
                      "email_opened",
                      "email_unsubscribed",
                      "magic_link_clicked"
                    ],
                    "type": "string"
                  },
                  "id": {
                    "type": "string"
                  },
                  "operator": {
                    "enum": [
                      "is",
                      "is_not",
                      "has_any_of",
                      "has_none_of",
                      "is_active_in_any_of",
                      "is_not_active_in_any_of",
                      "has_completed_any_of",
                      "has_not_completed_any_of",
                      "has_ever_been_in_any_of",
                      "has_never_been_in_any_of",
                      "contains",
                      "does_not_contain",
                      "is_empty",
                      "is_not_empty",
                      "before",
                      "after",
                      "on",
                      "in_last_days",
                      "greater_than",
                      "less_than",
                      "in_region",
                      "not_in_region"
                    ],
                    "type": "string"
                  },
                  "value": {
                    "oneOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "number"
                      },
                      {
                        "type": "boolean"
                      },
                      {
                        "items": {
                          "type": "string"
                        },
                        "type": "array"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "id",
                  "field",
                  "operator"
                ],
                "type": "object"
              },
              "AudienceConditionGroup": {
                "additionalProperties": false,
                "properties": {
                  "conditions": {
                    "items": {
                      "$ref": "#/$defs/AudienceCondition"
                    },
                    "minItems": 1,
                    "type": "array"
                  },
                  "id": {
                    "type": "string"
                  },
                  "match": {
                    "enum": [
                      "all",
                      "any"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "match",
                  "conditions"
                ],
                "type": "object"
              },
              "AudienceDefinition": {
                "additionalProperties": false,
                "example": {
                  "groups": [
                    {
                      "conditions": [
                        {
                          "field": "subscriber_status",
                          "id": "active-status",
                          "operator": "is",
                          "value": [
                            "Active"
                          ]
                        }
                      ],
                      "id": "active-subscribers",
                      "match": "all"
                    }
                  ],
                  "match": "all"
                },
                "examples": [
                  {
                    "groups": [
                      {
                        "conditions": [
                          {
                            "field": "subscriber_status",
                            "id": "active-status",
                            "operator": "is",
                            "value": [
                              "Active"
                            ]
                          }
                        ],
                        "id": "active-subscribers",
                        "match": "all"
                      }
                    ],
                    "match": "all"
                  }
                ],
                "properties": {
                  "groups": {
                    "items": {
                      "$ref": "#/$defs/AudienceConditionGroup"
                    },
                    "type": "array"
                  },
                  "match": {
                    "enum": [
                      "all",
                      "any"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "match",
                  "groups"
                ],
                "type": "object"
              },
              "Broadcast": {
                "properties": {
                  "audience_definition": {
                    "anyOf": [
                      {
                        "$ref": "#/$defs/AudienceDefinition"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "body": {
                    "type": "string"
                  },
                  "body_document": {
                    "$ref": "#/$defs/BroadcastEmailDocument"
                  },
                  "bounced_count": {
                    "type": "integer"
                  },
                  "clicked_count": {
                    "type": "integer"
                  },
                  "complained_count": {
                    "type": "integer"
                  },
                  "completed_at": {
                    "anyOf": [
                      {
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "connection_id": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "from_email": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "from_name": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "id": {
                    "type": "string"
                  },
                  "opened_count": {
                    "type": "integer"
                  },
                  "preview_text": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "recipient_count": {
                    "type": "integer"
                  },
                  "reply_to_email": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "scheduled_at": {
                    "anyOf": [
                      {
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "status": {
                    "enum": [
                      "draft",
                      "scheduled",
                      "running",
                      "completed",
                      "failed"
                    ],
                    "type": "string"
                  },
                  "subject": {
                    "type": "string"
                  },
                  "track_clicks": {
                    "type": "boolean"
                  },
                  "track_opens": {
                    "type": "boolean"
                  },
                  "unsubscribed_count": {
                    "type": "integer"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "utm_campaign": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_content": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_medium": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_source": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_term": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "id",
                  "subject",
                  "preview_text",
                  "body",
                  "body_document",
                  "status",
                  "scheduled_at",
                  "completed_at",
                  "connection_id",
                  "from_name",
                  "from_email",
                  "reply_to_email",
                  "audience_definition",
                  "track_opens",
                  "track_clicks",
                  "utm_source",
                  "utm_medium",
                  "utm_campaign",
                  "utm_term",
                  "utm_content",
                  "recipient_count",
                  "opened_count",
                  "clicked_count",
                  "unsubscribed_count",
                  "bounced_count",
                  "complained_count",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              },
              "BroadcastEmailDocument": {
                "allOf": [
                  {
                    "$ref": "#/$defs/BroadcastEmailNode"
                  }
                ],
                "description": "A structured email document. The root node must use type `doc` and contain supported block nodes. For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                "example": {
                  "content": [
                    {
                      "content": [
                        {
                          "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                          "type": "text"
                        }
                      ],
                      "type": "paragraph"
                    }
                  ],
                  "type": "doc"
                },
                "examples": [
                  {
                    "content": [
                      {
                        "content": [
                          {
                            "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                            "type": "text"
                          }
                        ],
                        "type": "paragraph"
                      }
                    ],
                    "type": "doc"
                  }
                ]
              },
              "BroadcastEmailMark": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "color": {
                        "type": "string"
                      },
                      "fontSize": {
                        "type": "string"
                      },
                      "href": {
                        "type": "string"
                      }
                    },
                    "type": "object"
                  },
                  "type": {
                    "enum": [
                      "bold",
                      "italic",
                      "strike",
                      "underline",
                      "link",
                      "textStyle",
                      "highlight"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "BroadcastEmailNode": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "align": {
                        "enum": [
                          "left",
                          "center",
                          "right"
                        ],
                        "type": "string"
                      },
                      "alt": {
                        "type": "string"
                      },
                      "backgroundColor": {
                        "type": "string"
                      },
                      "backgroundImageUrl": {
                        "type": "string"
                      },
                      "blockquoteBorderColor": {
                        "type": "string"
                      },
                      "borderColor": {
                        "type": "string"
                      },
                      "borderRadius": {
                        "enum": [
                          "none",
                          "normal",
                          "small",
                          "large",
                          "full"
                        ],
                        "type": "string"
                      },
                      "borderWidth": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "caption": {
                        "type": "string"
                      },
                      "columns": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "crop": {
                        "enum": [
                          "none",
                          "square",
                          "circle"
                        ],
                        "type": "string"
                      },
                      "fillColumn": {
                        "type": "boolean"
                      },
                      "href": {
                        "type": "string"
                      },
                      "id": {
                        "type": "string"
                      },
                      "label": {
                        "type": "string"
                      },
                      "layoutAlignment": {
                        "enum": [
                          "left",
                          "center"
                        ],
                        "type": "string"
                      },
                      "level": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "linkColor": {
                        "type": "string"
                      },
                      "margin": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "padding": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "size": {
                        "enum": [
                          "small",
                          "medium",
                          "large"
                        ],
                        "type": "string"
                      },
                      "source": {
                        "enum": [
                          "unsplash"
                        ],
                        "type": "string"
                      },
                      "src": {
                        "type": "string"
                      },
                      "textAlign": {
                        "enum": [
                          "left",
                          "center",
                          "right",
                          "justify"
                        ],
                        "type": "string"
                      },
                      "textColor": {
                        "type": "string"
                      },
                      "title": {
                        "type": "string"
                      },
                      "unsplash": {
                        "additionalProperties": false,
                        "properties": {
                          "photoId": {
                            "type": "string"
                          },
                          "photographerName": {
                            "type": "string"
                          },
                          "photographerUrl": {
                            "type": "string"
                          },
                          "photographerUsername": {
                            "type": "string"
                          },
                          "unsplashUrl": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "photographerName"
                        ],
                        "type": "object"
                      },
                      "verticalAlign": {
                        "enum": [
                          "top",
                          "middle",
                          "bottom"
                        ],
                        "type": "string"
                      },
                      "width": {
                        "enum": [
                          "default",
                          "large",
                          "full",
                          "fit"
                        ],
                        "type": "string"
                      },
                      "widthPercent": {
                        "maximum": 100,
                        "minimum": 1,
                        "type": "number"
                      }
                    },
                    "type": "object"
                  },
                  "content": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailNode"
                    },
                    "type": "array"
                  },
                  "marks": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailMark"
                    },
                    "type": "array"
                  },
                  "text": {
                    "type": "string"
                  },
                  "type": {
                    "enum": [
                      "doc",
                      "paragraph",
                      "heading",
                      "text",
                      "hardBreak",
                      "bulletList",
                      "orderedList",
                      "listItem",
                      "blockquote",
                      "emailSection",
                      "emailSectionColumn",
                      "emailButton",
                      "image",
                      "horizontalRule"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "sendBroadcast",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "properties": {
                      "resource": {
                        "$ref": "#/$defs/Broadcast"
                      },
                      "run_id": {
                        "type": "string"
                      },
                      "status": {
                        "description": "Queued means Mailrith accepted the send and will start it automatically when a sending slot is available.",
                        "enum": [
                          "running",
                          "queued"
                        ],
                        "type": "string"
                      }
                    },
                    "required": [
                      "status",
                      "run_id",
                      "resource"
                    ],
                    "type": "object"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": true,
            "idempotentHint": false,
            "openWorldHint": true,
            "readOnlyHint": false,
            "title": "Send a broadcast now"
          }
        },
        {
          "name": "broadcasts_cancel",
          "title": "Cancel a broadcast send",
          "description": "Requests cancellation for delivery work that has not reached the provider. Provider-accepted emails cannot be recalled. Repeat the same request with the same idempotency key when the response is lost. Effect: external-email. Retry with the same idempotency_key. Permissions: live_actions:write, broadcasts:write. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "additionalProperties": false,
            "properties": {
              "broadcast_id": {
                "description": "The broadcast identifier.",
                "type": "string"
              },
              "idempotency_key": {
                "description": "Optional idempotency key to retry the request safely. It must not exceed 256 UTF-8 bytes.",
                "maxLength": 256,
                "type": "string"
              }
            },
            "required": [
              "broadcast_id"
            ],
            "type": "object"
          },
          "outputSchema": {
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "cancelBroadcastSend",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "properties": {
                      "changed": {
                        "type": "boolean"
                      },
                      "message": {
                        "type": "string"
                      },
                      "recovery_pending": {
                        "type": "boolean"
                      },
                      "run_id": {
                        "type": "string"
                      },
                      "status": {
                        "description": "canceling while remaining work is stopping, or canceled when cancellation already finished.",
                        "enum": [
                          "canceling",
                          "canceled"
                        ],
                        "type": "string"
                      }
                    },
                    "required": [
                      "status",
                      "run_id",
                      "changed",
                      "recovery_pending",
                      "message"
                    ],
                    "type": "object"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": true,
            "idempotentHint": false,
            "openWorldHint": true,
            "readOnlyHint": false,
            "title": "Cancel a broadcast send"
          }
        },
        {
          "name": "broadcasts_get_send_progress",
          "title": "Get broadcast send progress",
          "description": "Returns bounded delivery progress, current rates, timing, outcome counts, and pause state. Poll until terminal is true; use 5 to 10 second intervals while progress changes and back off to 30 seconds when unchanged. Permission: broadcasts:read. Polling: wait at least 2 seconds, use exponential backoff up to 30 seconds, stop at a terminal state, and stop after 15 minutes. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "additionalProperties": false,
            "properties": {
              "broadcast_id": {
                "description": "The broadcast identifier.",
                "type": "string"
              }
            },
            "required": [
              "broadcast_id"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "BroadcastSendProgress": {
                "properties": {
                  "accepted": {
                    "type": "integer"
                  },
                  "canceled": {
                    "type": "integer"
                  },
                  "effective_rate": {
                    "type": "number"
                  },
                  "estimated_completion": {
                    "anyOf": [
                      {
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "estimated_completion_basis": {
                    "anyOf": [
                      {
                        "description": "Whether the estimate uses only the current rate or also includes known provider quota windows.",
                        "enum": [
                          "current-rate",
                          "provider-quota"
                        ],
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "last_progress_at": {
                    "anyOf": [
                      {
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "materialized": {
                    "type": "integer"
                  },
                  "next_retry_action": {
                    "anyOf": [
                      {
                        "description": "Whether the next time is a known quota reset or another connection check.",
                        "enum": [
                          "resume",
                          "recheck"
                        ],
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "next_retry_at": {
                    "anyOf": [
                      {
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "pause_message": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "pause_reason": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "percent_complete": {
                    "type": "number"
                  },
                  "permanent_failed": {
                    "type": "integer"
                  },
                  "phase": {
                    "enum": [
                      "preparing",
                      "sending",
                      "paused",
                      "canceling",
                      "sent",
                      "sent_with_errors",
                      "canceled",
                      "failed"
                    ],
                    "type": "string"
                  },
                  "provider": {
                    "anyOf": [
                      {
                        "description": "The email delivery provider used by this send.",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "provider_limited_rate": {
                    "anyOf": [
                      {
                        "type": "number"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "retrying": {
                    "type": "integer"
                  },
                  "run_id": {
                    "type": "string"
                  },
                  "selected": {
                    "type": "integer"
                  },
                  "sent": {
                    "type": "integer"
                  },
                  "skipped": {
                    "type": "integer"
                  },
                  "terminal": {
                    "type": "boolean"
                  },
                  "unknown": {
                    "type": "integer"
                  }
                },
                "required": [
                  "run_id",
                  "phase",
                  "selected",
                  "materialized",
                  "sent",
                  "accepted",
                  "skipped",
                  "retrying",
                  "permanent_failed",
                  "unknown",
                  "canceled",
                  "percent_complete",
                  "effective_rate",
                  "provider_limited_rate",
                  "provider",
                  "estimated_completion",
                  "estimated_completion_basis",
                  "last_progress_at",
                  "pause_reason",
                  "next_retry_at",
                  "next_retry_action",
                  "pause_message",
                  "terminal"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "getBroadcastSendProgress",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/BroadcastSendProgress"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "idempotentHint": true,
            "openWorldHint": false,
            "readOnlyHint": true,
            "title": "Get broadcast send progress"
          }
        },
        {
          "name": "sequences_list",
          "title": "List sequences",
          "description": "Returns sequences in the authenticated workspace. Permission: sequences:read. Pagination: use bounded pages and returned cursors. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "additionalProperties": false,
            "properties": {
              "limit": {
                "description": "Maximum number of sequences to return.",
                "maximum": 100,
                "minimum": 1,
                "type": "integer"
              },
              "search": {
                "description": "Filter sequences by name, status, or sender details. Retrieve a known Sequence ID through the item endpoint.",
                "type": "string"
              },
              "starting_after": {
                "description": "Use the opaque cursor from the previous page to request the next page.",
                "type": "string"
              }
            },
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "Pagination": {
                "properties": {
                  "has_more": {
                    "type": "boolean"
                  },
                  "next_cursor": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "has_more",
                  "next_cursor"
                ],
                "type": "object"
              },
              "SequenceSummary": {
                "additionalProperties": false,
                "properties": {
                  "click_rate": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "email_count": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "id": {
                    "type": "string"
                  },
                  "is_updating": {
                    "type": "boolean"
                  },
                  "name": {
                    "type": "string"
                  },
                  "open_rate": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "status": {
                    "enum": [
                      "running",
                      "paused"
                    ],
                    "type": "string"
                  },
                  "subscriber_count": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "unsubscribed_count": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "name",
                  "status",
                  "is_updating",
                  "email_count",
                  "subscriber_count",
                  "open_rate",
                  "click_rate",
                  "unsubscribed_count",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "listSequences",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "items": {
                      "$ref": "#/$defs/SequenceSummary"
                    },
                    "type": "array"
                  },
                  "pagination": {
                    "$ref": "#/$defs/Pagination"
                  }
                },
                "required": [
                  "data",
                  "pagination"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "idempotentHint": true,
            "openWorldHint": false,
            "readOnlyHint": true,
            "title": "List sequences"
          }
        },
        {
          "name": "sequences_create",
          "title": "Create a sequence",
          "description": "Creates a sequence in the authenticated workspace. Effect: workspace-change. Retry with the same idempotency_key. Permission: sequences:write. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "$defs": {
              "AudienceCondition": {
                "additionalProperties": false,
                "properties": {
                  "customFieldId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "field": {
                    "enum": [
                      "subscriber_status",
                      "country",
                      "segment",
                      "tag",
                      "sequence",
                      "form",
                      "custom_field",
                      "email_opened",
                      "email_unsubscribed",
                      "magic_link_clicked"
                    ],
                    "type": "string"
                  },
                  "id": {
                    "type": "string"
                  },
                  "operator": {
                    "enum": [
                      "is",
                      "is_not",
                      "has_any_of",
                      "has_none_of",
                      "is_active_in_any_of",
                      "is_not_active_in_any_of",
                      "has_completed_any_of",
                      "has_not_completed_any_of",
                      "has_ever_been_in_any_of",
                      "has_never_been_in_any_of",
                      "contains",
                      "does_not_contain",
                      "is_empty",
                      "is_not_empty",
                      "before",
                      "after",
                      "on",
                      "in_last_days",
                      "greater_than",
                      "less_than",
                      "in_region",
                      "not_in_region"
                    ],
                    "type": "string"
                  },
                  "value": {
                    "oneOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "number"
                      },
                      {
                        "type": "boolean"
                      },
                      {
                        "items": {
                          "type": "string"
                        },
                        "type": "array"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "id",
                  "field",
                  "operator"
                ],
                "type": "object"
              },
              "AudienceConditionGroup": {
                "additionalProperties": false,
                "properties": {
                  "conditions": {
                    "items": {
                      "$ref": "#/$defs/AudienceCondition"
                    },
                    "minItems": 1,
                    "type": "array"
                  },
                  "id": {
                    "type": "string"
                  },
                  "match": {
                    "enum": [
                      "all",
                      "any"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "match",
                  "conditions"
                ],
                "type": "object"
              },
              "AudienceDefinition": {
                "additionalProperties": false,
                "example": {
                  "groups": [
                    {
                      "conditions": [
                        {
                          "field": "subscriber_status",
                          "id": "active-status",
                          "operator": "is",
                          "value": [
                            "Active"
                          ]
                        }
                      ],
                      "id": "active-subscribers",
                      "match": "all"
                    }
                  ],
                  "match": "all"
                },
                "examples": [
                  {
                    "groups": [
                      {
                        "conditions": [
                          {
                            "field": "subscriber_status",
                            "id": "active-status",
                            "operator": "is",
                            "value": [
                              "Active"
                            ]
                          }
                        ],
                        "id": "active-subscribers",
                        "match": "all"
                      }
                    ],
                    "match": "all"
                  }
                ],
                "properties": {
                  "groups": {
                    "items": {
                      "$ref": "#/$defs/AudienceConditionGroup"
                    },
                    "type": "array"
                  },
                  "match": {
                    "enum": [
                      "all",
                      "any"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "match",
                  "groups"
                ],
                "type": "object"
              },
              "BroadcastEmailDocument": {
                "allOf": [
                  {
                    "$ref": "#/$defs/BroadcastEmailNode"
                  }
                ],
                "description": "A structured email document. The root node must use type `doc` and contain supported block nodes. For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                "example": {
                  "content": [
                    {
                      "content": [
                        {
                          "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                          "type": "text"
                        }
                      ],
                      "type": "paragraph"
                    }
                  ],
                  "type": "doc"
                },
                "examples": [
                  {
                    "content": [
                      {
                        "content": [
                          {
                            "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                            "type": "text"
                          }
                        ],
                        "type": "paragraph"
                      }
                    ],
                    "type": "doc"
                  }
                ]
              },
              "BroadcastEmailMark": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "color": {
                        "type": "string"
                      },
                      "fontSize": {
                        "type": "string"
                      },
                      "href": {
                        "type": "string"
                      }
                    },
                    "type": "object"
                  },
                  "type": {
                    "enum": [
                      "bold",
                      "italic",
                      "strike",
                      "underline",
                      "link",
                      "textStyle",
                      "highlight"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "BroadcastEmailNode": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "align": {
                        "enum": [
                          "left",
                          "center",
                          "right"
                        ],
                        "type": "string"
                      },
                      "alt": {
                        "type": "string"
                      },
                      "backgroundColor": {
                        "type": "string"
                      },
                      "backgroundImageUrl": {
                        "type": "string"
                      },
                      "blockquoteBorderColor": {
                        "type": "string"
                      },
                      "borderColor": {
                        "type": "string"
                      },
                      "borderRadius": {
                        "enum": [
                          "none",
                          "normal",
                          "small",
                          "large",
                          "full"
                        ],
                        "type": "string"
                      },
                      "borderWidth": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "caption": {
                        "type": "string"
                      },
                      "columns": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "crop": {
                        "enum": [
                          "none",
                          "square",
                          "circle"
                        ],
                        "type": "string"
                      },
                      "fillColumn": {
                        "type": "boolean"
                      },
                      "href": {
                        "type": "string"
                      },
                      "id": {
                        "type": "string"
                      },
                      "label": {
                        "type": "string"
                      },
                      "layoutAlignment": {
                        "enum": [
                          "left",
                          "center"
                        ],
                        "type": "string"
                      },
                      "level": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "linkColor": {
                        "type": "string"
                      },
                      "margin": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "padding": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "size": {
                        "enum": [
                          "small",
                          "medium",
                          "large"
                        ],
                        "type": "string"
                      },
                      "source": {
                        "enum": [
                          "unsplash"
                        ],
                        "type": "string"
                      },
                      "src": {
                        "type": "string"
                      },
                      "textAlign": {
                        "enum": [
                          "left",
                          "center",
                          "right",
                          "justify"
                        ],
                        "type": "string"
                      },
                      "textColor": {
                        "type": "string"
                      },
                      "title": {
                        "type": "string"
                      },
                      "unsplash": {
                        "additionalProperties": false,
                        "properties": {
                          "photoId": {
                            "type": "string"
                          },
                          "photographerName": {
                            "type": "string"
                          },
                          "photographerUrl": {
                            "type": "string"
                          },
                          "photographerUsername": {
                            "type": "string"
                          },
                          "unsplashUrl": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "photographerName"
                        ],
                        "type": "object"
                      },
                      "verticalAlign": {
                        "enum": [
                          "top",
                          "middle",
                          "bottom"
                        ],
                        "type": "string"
                      },
                      "width": {
                        "enum": [
                          "default",
                          "large",
                          "full",
                          "fit"
                        ],
                        "type": "string"
                      },
                      "widthPercent": {
                        "maximum": 100,
                        "minimum": 1,
                        "type": "number"
                      }
                    },
                    "type": "object"
                  },
                  "content": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailNode"
                    },
                    "type": "array"
                  },
                  "marks": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailMark"
                    },
                    "type": "array"
                  },
                  "text": {
                    "type": "string"
                  },
                  "type": {
                    "enum": [
                      "doc",
                      "paragraph",
                      "heading",
                      "text",
                      "hardBreak",
                      "bulletList",
                      "orderedList",
                      "listItem",
                      "blockquote",
                      "emailSection",
                      "emailSectionColumn",
                      "emailButton",
                      "image",
                      "horizontalRule"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "EmailEngagementStats": {
                "additionalProperties": false,
                "properties": {
                  "bouncedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "clickedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "clickedSubscriberCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "complainedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "engagedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "openedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "recipientCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "sentCountsByDay": {
                    "additionalProperties": {
                      "minimum": 0,
                      "type": "integer"
                    },
                    "type": "object"
                  },
                  "unsubscribedCount": {
                    "minimum": 0,
                    "type": "integer"
                  }
                },
                "required": [
                  "recipientCount",
                  "openedCount",
                  "clickedCount",
                  "unsubscribedCount"
                ],
                "type": "object"
              },
              "SequenceDefinition": {
                "additionalProperties": false,
                "example": {
                  "emails": [
                    {
                      "audienceDefinition": null,
                      "audienceMode": "all",
                      "bodyDocument": {
                        "content": [
                          {
                            "content": [
                              {
                                "text": "Welcome to the newsletter.",
                                "type": "text"
                              }
                            ],
                            "type": "paragraph"
                          }
                        ],
                        "type": "doc"
                      },
                      "delayUnit": "day",
                      "delayValue": 0,
                      "id": "welcome",
                      "previewText": "Thanks for joining",
                      "sendOnWeekdays": [
                        "Mon",
                        "Tue",
                        "Wed",
                        "Thu",
                        "Fri"
                      ],
                      "status": "Published",
                      "subject": "Welcome"
                    }
                  ]
                },
                "examples": [
                  {
                    "emails": [
                      {
                        "audienceDefinition": null,
                        "audienceMode": "all",
                        "bodyDocument": {
                          "content": [
                            {
                              "content": [
                                {
                                  "text": "Welcome to the newsletter.",
                                  "type": "text"
                                }
                              ],
                              "type": "paragraph"
                            }
                          ],
                          "type": "doc"
                        },
                        "delayUnit": "day",
                        "delayValue": 0,
                        "id": "welcome",
                        "previewText": "Thanks for joining",
                        "sendOnWeekdays": [
                          "Mon",
                          "Tue",
                          "Wed",
                          "Thu",
                          "Fri"
                        ],
                        "status": "Published",
                        "subject": "Welcome"
                      }
                    ]
                  }
                ],
                "properties": {
                  "defaultTemplateId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "emails": {
                    "items": {
                      "$ref": "#/$defs/SequenceEmail"
                    },
                    "type": "array"
                  },
                  "excludeAudienceDefinition": {
                    "anyOf": [
                      {
                        "$ref": "#/$defs/AudienceDefinition"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "restartSequenceForCompletedSubscribers": {
                    "type": "boolean"
                  },
                  "sendNewEmailsToCompletedSubscribers": {
                    "type": "boolean"
                  },
                  "sendOnWeekdays": {
                    "items": {
                      "enum": [
                        "Mon",
                        "Tue",
                        "Wed",
                        "Thu",
                        "Fri",
                        "Sat",
                        "Sun"
                      ],
                      "type": "string"
                    },
                    "type": "array",
                    "uniqueItems": true
                  }
                },
                "required": [
                  "emails"
                ],
                "type": "object"
              },
              "SequenceEmail": {
                "additionalProperties": false,
                "properties": {
                  "audienceDefinition": {
                    "anyOf": [
                      {
                        "$ref": "#/$defs/AudienceDefinition"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "audienceMode": {
                    "enum": [
                      "all",
                      "include",
                      "exclude"
                    ],
                    "type": "string"
                  },
                  "bodyDocument": {
                    "$ref": "#/$defs/BroadcastEmailDocument"
                  },
                  "delayUnit": {
                    "enum": [
                      "minute",
                      "hour",
                      "day"
                    ],
                    "type": "string"
                  },
                  "delayValue": {
                    "minimum": 0,
                    "type": "number"
                  },
                  "id": {
                    "type": "string"
                  },
                  "previewText": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "sendOnWeekdays": {
                    "items": {
                      "enum": [
                        "Mon",
                        "Tue",
                        "Wed",
                        "Thu",
                        "Fri",
                        "Sat",
                        "Sun"
                      ],
                      "type": "string"
                    },
                    "type": "array",
                    "uniqueItems": true
                  },
                  "stats": {
                    "$ref": "#/$defs/EmailEngagementStats"
                  },
                  "status": {
                    "enum": [
                      "Draft",
                      "Published"
                    ],
                    "type": "string"
                  },
                  "subject": {
                    "description": "For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "subject",
                  "previewText",
                  "bodyDocument",
                  "status",
                  "delayValue",
                  "delayUnit",
                  "sendOnWeekdays"
                ],
                "type": "object"
              },
              "SequenceUpsertRequest": {
                "additionalProperties": false,
                "properties": {
                  "connection_id": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "definition": {
                    "$ref": "#/$defs/SequenceDefinition"
                  },
                  "name": {
                    "type": "string"
                  },
                  "reply_to_email": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "track_clicks": {
                    "type": "boolean"
                  },
                  "track_opens": {
                    "type": "boolean"
                  },
                  "utm_campaign": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_content": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_medium": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_source": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_term": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "name",
                  "definition"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "properties": {
              "body": {
                "$ref": "#/$defs/SequenceUpsertRequest",
                "description": "The exact JSON request body defined by the Mailrith public API contract.",
                "type": "object"
              },
              "idempotency_key": {
                "description": "Optional idempotency key to retry the request safely. It must not exceed 256 UTF-8 bytes.",
                "maxLength": 256,
                "type": "string"
              }
            },
            "required": [
              "body"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "AudienceCondition": {
                "additionalProperties": false,
                "properties": {
                  "customFieldId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "field": {
                    "enum": [
                      "subscriber_status",
                      "country",
                      "segment",
                      "tag",
                      "sequence",
                      "form",
                      "custom_field",
                      "email_opened",
                      "email_unsubscribed",
                      "magic_link_clicked"
                    ],
                    "type": "string"
                  },
                  "id": {
                    "type": "string"
                  },
                  "operator": {
                    "enum": [
                      "is",
                      "is_not",
                      "has_any_of",
                      "has_none_of",
                      "is_active_in_any_of",
                      "is_not_active_in_any_of",
                      "has_completed_any_of",
                      "has_not_completed_any_of",
                      "has_ever_been_in_any_of",
                      "has_never_been_in_any_of",
                      "contains",
                      "does_not_contain",
                      "is_empty",
                      "is_not_empty",
                      "before",
                      "after",
                      "on",
                      "in_last_days",
                      "greater_than",
                      "less_than",
                      "in_region",
                      "not_in_region"
                    ],
                    "type": "string"
                  },
                  "value": {
                    "oneOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "number"
                      },
                      {
                        "type": "boolean"
                      },
                      {
                        "items": {
                          "type": "string"
                        },
                        "type": "array"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "id",
                  "field",
                  "operator"
                ],
                "type": "object"
              },
              "AudienceConditionGroup": {
                "additionalProperties": false,
                "properties": {
                  "conditions": {
                    "items": {
                      "$ref": "#/$defs/AudienceCondition"
                    },
                    "minItems": 1,
                    "type": "array"
                  },
                  "id": {
                    "type": "string"
                  },
                  "match": {
                    "enum": [
                      "all",
                      "any"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "match",
                  "conditions"
                ],
                "type": "object"
              },
              "AudienceDefinition": {
                "additionalProperties": false,
                "example": {
                  "groups": [
                    {
                      "conditions": [
                        {
                          "field": "subscriber_status",
                          "id": "active-status",
                          "operator": "is",
                          "value": [
                            "Active"
                          ]
                        }
                      ],
                      "id": "active-subscribers",
                      "match": "all"
                    }
                  ],
                  "match": "all"
                },
                "examples": [
                  {
                    "groups": [
                      {
                        "conditions": [
                          {
                            "field": "subscriber_status",
                            "id": "active-status",
                            "operator": "is",
                            "value": [
                              "Active"
                            ]
                          }
                        ],
                        "id": "active-subscribers",
                        "match": "all"
                      }
                    ],
                    "match": "all"
                  }
                ],
                "properties": {
                  "groups": {
                    "items": {
                      "$ref": "#/$defs/AudienceConditionGroup"
                    },
                    "type": "array"
                  },
                  "match": {
                    "enum": [
                      "all",
                      "any"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "match",
                  "groups"
                ],
                "type": "object"
              },
              "BroadcastEmailDocument": {
                "allOf": [
                  {
                    "$ref": "#/$defs/BroadcastEmailNode"
                  }
                ],
                "description": "A structured email document. The root node must use type `doc` and contain supported block nodes. For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                "example": {
                  "content": [
                    {
                      "content": [
                        {
                          "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                          "type": "text"
                        }
                      ],
                      "type": "paragraph"
                    }
                  ],
                  "type": "doc"
                },
                "examples": [
                  {
                    "content": [
                      {
                        "content": [
                          {
                            "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                            "type": "text"
                          }
                        ],
                        "type": "paragraph"
                      }
                    ],
                    "type": "doc"
                  }
                ]
              },
              "BroadcastEmailMark": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "color": {
                        "type": "string"
                      },
                      "fontSize": {
                        "type": "string"
                      },
                      "href": {
                        "type": "string"
                      }
                    },
                    "type": "object"
                  },
                  "type": {
                    "enum": [
                      "bold",
                      "italic",
                      "strike",
                      "underline",
                      "link",
                      "textStyle",
                      "highlight"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "BroadcastEmailNode": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "align": {
                        "enum": [
                          "left",
                          "center",
                          "right"
                        ],
                        "type": "string"
                      },
                      "alt": {
                        "type": "string"
                      },
                      "backgroundColor": {
                        "type": "string"
                      },
                      "backgroundImageUrl": {
                        "type": "string"
                      },
                      "blockquoteBorderColor": {
                        "type": "string"
                      },
                      "borderColor": {
                        "type": "string"
                      },
                      "borderRadius": {
                        "enum": [
                          "none",
                          "normal",
                          "small",
                          "large",
                          "full"
                        ],
                        "type": "string"
                      },
                      "borderWidth": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "caption": {
                        "type": "string"
                      },
                      "columns": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "crop": {
                        "enum": [
                          "none",
                          "square",
                          "circle"
                        ],
                        "type": "string"
                      },
                      "fillColumn": {
                        "type": "boolean"
                      },
                      "href": {
                        "type": "string"
                      },
                      "id": {
                        "type": "string"
                      },
                      "label": {
                        "type": "string"
                      },
                      "layoutAlignment": {
                        "enum": [
                          "left",
                          "center"
                        ],
                        "type": "string"
                      },
                      "level": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "linkColor": {
                        "type": "string"
                      },
                      "margin": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "padding": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "size": {
                        "enum": [
                          "small",
                          "medium",
                          "large"
                        ],
                        "type": "string"
                      },
                      "source": {
                        "enum": [
                          "unsplash"
                        ],
                        "type": "string"
                      },
                      "src": {
                        "type": "string"
                      },
                      "textAlign": {
                        "enum": [
                          "left",
                          "center",
                          "right",
                          "justify"
                        ],
                        "type": "string"
                      },
                      "textColor": {
                        "type": "string"
                      },
                      "title": {
                        "type": "string"
                      },
                      "unsplash": {
                        "additionalProperties": false,
                        "properties": {
                          "photoId": {
                            "type": "string"
                          },
                          "photographerName": {
                            "type": "string"
                          },
                          "photographerUrl": {
                            "type": "string"
                          },
                          "photographerUsername": {
                            "type": "string"
                          },
                          "unsplashUrl": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "photographerName"
                        ],
                        "type": "object"
                      },
                      "verticalAlign": {
                        "enum": [
                          "top",
                          "middle",
                          "bottom"
                        ],
                        "type": "string"
                      },
                      "width": {
                        "enum": [
                          "default",
                          "large",
                          "full",
                          "fit"
                        ],
                        "type": "string"
                      },
                      "widthPercent": {
                        "maximum": 100,
                        "minimum": 1,
                        "type": "number"
                      }
                    },
                    "type": "object"
                  },
                  "content": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailNode"
                    },
                    "type": "array"
                  },
                  "marks": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailMark"
                    },
                    "type": "array"
                  },
                  "text": {
                    "type": "string"
                  },
                  "type": {
                    "enum": [
                      "doc",
                      "paragraph",
                      "heading",
                      "text",
                      "hardBreak",
                      "bulletList",
                      "orderedList",
                      "listItem",
                      "blockquote",
                      "emailSection",
                      "emailSectionColumn",
                      "emailButton",
                      "image",
                      "horizontalRule"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "BroadcastSendProgress": {
                "properties": {
                  "accepted": {
                    "type": "integer"
                  },
                  "canceled": {
                    "type": "integer"
                  },
                  "effective_rate": {
                    "type": "number"
                  },
                  "estimated_completion": {
                    "anyOf": [
                      {
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "estimated_completion_basis": {
                    "anyOf": [
                      {
                        "description": "Whether the estimate uses only the current rate or also includes known provider quota windows.",
                        "enum": [
                          "current-rate",
                          "provider-quota"
                        ],
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "last_progress_at": {
                    "anyOf": [
                      {
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "materialized": {
                    "type": "integer"
                  },
                  "next_retry_action": {
                    "anyOf": [
                      {
                        "description": "Whether the next time is a known quota reset or another connection check.",
                        "enum": [
                          "resume",
                          "recheck"
                        ],
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "next_retry_at": {
                    "anyOf": [
                      {
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "pause_message": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "pause_reason": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "percent_complete": {
                    "type": "number"
                  },
                  "permanent_failed": {
                    "type": "integer"
                  },
                  "phase": {
                    "enum": [
                      "preparing",
                      "sending",
                      "paused",
                      "canceling",
                      "sent",
                      "sent_with_errors",
                      "canceled",
                      "failed"
                    ],
                    "type": "string"
                  },
                  "provider": {
                    "anyOf": [
                      {
                        "description": "The email delivery provider used by this send.",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "provider_limited_rate": {
                    "anyOf": [
                      {
                        "type": "number"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "retrying": {
                    "type": "integer"
                  },
                  "run_id": {
                    "type": "string"
                  },
                  "selected": {
                    "type": "integer"
                  },
                  "sent": {
                    "type": "integer"
                  },
                  "skipped": {
                    "type": "integer"
                  },
                  "terminal": {
                    "type": "boolean"
                  },
                  "unknown": {
                    "type": "integer"
                  }
                },
                "required": [
                  "run_id",
                  "phase",
                  "selected",
                  "materialized",
                  "sent",
                  "accepted",
                  "skipped",
                  "retrying",
                  "permanent_failed",
                  "unknown",
                  "canceled",
                  "percent_complete",
                  "effective_rate",
                  "provider_limited_rate",
                  "provider",
                  "estimated_completion",
                  "estimated_completion_basis",
                  "last_progress_at",
                  "pause_reason",
                  "next_retry_at",
                  "next_retry_action",
                  "pause_message",
                  "terminal"
                ],
                "type": "object"
              },
              "EmailEngagementStats": {
                "additionalProperties": false,
                "properties": {
                  "bouncedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "clickedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "clickedSubscriberCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "complainedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "engagedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "openedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "recipientCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "sentCountsByDay": {
                    "additionalProperties": {
                      "minimum": 0,
                      "type": "integer"
                    },
                    "type": "object"
                  },
                  "unsubscribedCount": {
                    "minimum": 0,
                    "type": "integer"
                  }
                },
                "required": [
                  "recipientCount",
                  "openedCount",
                  "clickedCount",
                  "unsubscribedCount"
                ],
                "type": "object"
              },
              "Sequence": {
                "properties": {
                  "bounced_count": {
                    "type": "integer"
                  },
                  "click_rate": {
                    "type": "integer"
                  },
                  "complained_count": {
                    "type": "integer"
                  },
                  "connection_id": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "definition": {
                    "$ref": "#/$defs/SequenceDefinition"
                  },
                  "from_email": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "from_name": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "id": {
                    "type": "string"
                  },
                  "is_updating": {
                    "description": "True while Mailrith updates existing Subscriber progress after a structural Sequence change.",
                    "type": "boolean"
                  },
                  "name": {
                    "type": "string"
                  },
                  "open_rate": {
                    "type": "integer"
                  },
                  "reply_to_email": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "send_progress": {
                    "anyOf": [
                      {
                        "allOf": [
                          {
                            "$ref": "#/$defs/BroadcastSendProgress"
                          }
                        ]
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "status": {
                    "enum": [
                      "running",
                      "paused"
                    ],
                    "type": "string"
                  },
                  "subscriber_count": {
                    "type": "integer"
                  },
                  "track_clicks": {
                    "type": "boolean"
                  },
                  "track_opens": {
                    "type": "boolean"
                  },
                  "unsubscribed_count": {
                    "type": "integer"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "utm_campaign": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_content": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_medium": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_source": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_term": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "id",
                  "name",
                  "status",
                  "is_updating",
                  "connection_id",
                  "from_name",
                  "from_email",
                  "reply_to_email",
                  "track_opens",
                  "track_clicks",
                  "utm_source",
                  "utm_medium",
                  "utm_campaign",
                  "utm_term",
                  "utm_content",
                  "definition",
                  "subscriber_count",
                  "open_rate",
                  "click_rate",
                  "unsubscribed_count",
                  "bounced_count",
                  "complained_count",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              },
              "SequenceDefinition": {
                "additionalProperties": false,
                "example": {
                  "emails": [
                    {
                      "audienceDefinition": null,
                      "audienceMode": "all",
                      "bodyDocument": {
                        "content": [
                          {
                            "content": [
                              {
                                "text": "Welcome to the newsletter.",
                                "type": "text"
                              }
                            ],
                            "type": "paragraph"
                          }
                        ],
                        "type": "doc"
                      },
                      "delayUnit": "day",
                      "delayValue": 0,
                      "id": "welcome",
                      "previewText": "Thanks for joining",
                      "sendOnWeekdays": [
                        "Mon",
                        "Tue",
                        "Wed",
                        "Thu",
                        "Fri"
                      ],
                      "status": "Published",
                      "subject": "Welcome"
                    }
                  ]
                },
                "examples": [
                  {
                    "emails": [
                      {
                        "audienceDefinition": null,
                        "audienceMode": "all",
                        "bodyDocument": {
                          "content": [
                            {
                              "content": [
                                {
                                  "text": "Welcome to the newsletter.",
                                  "type": "text"
                                }
                              ],
                              "type": "paragraph"
                            }
                          ],
                          "type": "doc"
                        },
                        "delayUnit": "day",
                        "delayValue": 0,
                        "id": "welcome",
                        "previewText": "Thanks for joining",
                        "sendOnWeekdays": [
                          "Mon",
                          "Tue",
                          "Wed",
                          "Thu",
                          "Fri"
                        ],
                        "status": "Published",
                        "subject": "Welcome"
                      }
                    ]
                  }
                ],
                "properties": {
                  "defaultTemplateId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "emails": {
                    "items": {
                      "$ref": "#/$defs/SequenceEmail"
                    },
                    "type": "array"
                  },
                  "excludeAudienceDefinition": {
                    "anyOf": [
                      {
                        "$ref": "#/$defs/AudienceDefinition"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "restartSequenceForCompletedSubscribers": {
                    "type": "boolean"
                  },
                  "sendNewEmailsToCompletedSubscribers": {
                    "type": "boolean"
                  },
                  "sendOnWeekdays": {
                    "items": {
                      "enum": [
                        "Mon",
                        "Tue",
                        "Wed",
                        "Thu",
                        "Fri",
                        "Sat",
                        "Sun"
                      ],
                      "type": "string"
                    },
                    "type": "array",
                    "uniqueItems": true
                  }
                },
                "required": [
                  "emails"
                ],
                "type": "object"
              },
              "SequenceEmail": {
                "additionalProperties": false,
                "properties": {
                  "audienceDefinition": {
                    "anyOf": [
                      {
                        "$ref": "#/$defs/AudienceDefinition"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "audienceMode": {
                    "enum": [
                      "all",
                      "include",
                      "exclude"
                    ],
                    "type": "string"
                  },
                  "body": {
                    "description": "Rendered HTML returned by Mailrith. Agents should send bodyDocument when creating or updating a Sequence.",
                    "readOnly": true,
                    "type": "string"
                  },
                  "bodyDocument": {
                    "$ref": "#/$defs/BroadcastEmailDocument"
                  },
                  "delayUnit": {
                    "enum": [
                      "minute",
                      "hour",
                      "day"
                    ],
                    "type": "string"
                  },
                  "delayValue": {
                    "minimum": 0,
                    "type": "number"
                  },
                  "id": {
                    "type": "string"
                  },
                  "previewText": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "sendOnWeekdays": {
                    "items": {
                      "enum": [
                        "Mon",
                        "Tue",
                        "Wed",
                        "Thu",
                        "Fri",
                        "Sat",
                        "Sun"
                      ],
                      "type": "string"
                    },
                    "type": "array",
                    "uniqueItems": true
                  },
                  "stats": {
                    "$ref": "#/$defs/EmailEngagementStats"
                  },
                  "status": {
                    "enum": [
                      "Draft",
                      "Published"
                    ],
                    "type": "string"
                  },
                  "subject": {
                    "description": "For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "subject",
                  "previewText",
                  "bodyDocument",
                  "status",
                  "delayValue",
                  "delayUnit",
                  "sendOnWeekdays"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "createSequence",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/Sequence"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "idempotentHint": false,
            "openWorldHint": false,
            "readOnlyHint": false,
            "title": "Create a sequence"
          }
        },
        {
          "name": "sequences_get",
          "title": "Get a sequence",
          "description": "Returns one sequence from the authenticated workspace. Permission: sequences:read. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "additionalProperties": false,
            "properties": {
              "sequence_id": {
                "description": "The sequence identifier.",
                "type": "string"
              }
            },
            "required": [
              "sequence_id"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "AudienceCondition": {
                "additionalProperties": false,
                "properties": {
                  "customFieldId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "field": {
                    "enum": [
                      "subscriber_status",
                      "country",
                      "segment",
                      "tag",
                      "sequence",
                      "form",
                      "custom_field",
                      "email_opened",
                      "email_unsubscribed",
                      "magic_link_clicked"
                    ],
                    "type": "string"
                  },
                  "id": {
                    "type": "string"
                  },
                  "operator": {
                    "enum": [
                      "is",
                      "is_not",
                      "has_any_of",
                      "has_none_of",
                      "is_active_in_any_of",
                      "is_not_active_in_any_of",
                      "has_completed_any_of",
                      "has_not_completed_any_of",
                      "has_ever_been_in_any_of",
                      "has_never_been_in_any_of",
                      "contains",
                      "does_not_contain",
                      "is_empty",
                      "is_not_empty",
                      "before",
                      "after",
                      "on",
                      "in_last_days",
                      "greater_than",
                      "less_than",
                      "in_region",
                      "not_in_region"
                    ],
                    "type": "string"
                  },
                  "value": {
                    "oneOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "number"
                      },
                      {
                        "type": "boolean"
                      },
                      {
                        "items": {
                          "type": "string"
                        },
                        "type": "array"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "id",
                  "field",
                  "operator"
                ],
                "type": "object"
              },
              "AudienceConditionGroup": {
                "additionalProperties": false,
                "properties": {
                  "conditions": {
                    "items": {
                      "$ref": "#/$defs/AudienceCondition"
                    },
                    "minItems": 1,
                    "type": "array"
                  },
                  "id": {
                    "type": "string"
                  },
                  "match": {
                    "enum": [
                      "all",
                      "any"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "match",
                  "conditions"
                ],
                "type": "object"
              },
              "AudienceDefinition": {
                "additionalProperties": false,
                "example": {
                  "groups": [
                    {
                      "conditions": [
                        {
                          "field": "subscriber_status",
                          "id": "active-status",
                          "operator": "is",
                          "value": [
                            "Active"
                          ]
                        }
                      ],
                      "id": "active-subscribers",
                      "match": "all"
                    }
                  ],
                  "match": "all"
                },
                "examples": [
                  {
                    "groups": [
                      {
                        "conditions": [
                          {
                            "field": "subscriber_status",
                            "id": "active-status",
                            "operator": "is",
                            "value": [
                              "Active"
                            ]
                          }
                        ],
                        "id": "active-subscribers",
                        "match": "all"
                      }
                    ],
                    "match": "all"
                  }
                ],
                "properties": {
                  "groups": {
                    "items": {
                      "$ref": "#/$defs/AudienceConditionGroup"
                    },
                    "type": "array"
                  },
                  "match": {
                    "enum": [
                      "all",
                      "any"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "match",
                  "groups"
                ],
                "type": "object"
              },
              "BroadcastEmailDocument": {
                "allOf": [
                  {
                    "$ref": "#/$defs/BroadcastEmailNode"
                  }
                ],
                "description": "A structured email document. The root node must use type `doc` and contain supported block nodes. For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                "example": {
                  "content": [
                    {
                      "content": [
                        {
                          "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                          "type": "text"
                        }
                      ],
                      "type": "paragraph"
                    }
                  ],
                  "type": "doc"
                },
                "examples": [
                  {
                    "content": [
                      {
                        "content": [
                          {
                            "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                            "type": "text"
                          }
                        ],
                        "type": "paragraph"
                      }
                    ],
                    "type": "doc"
                  }
                ]
              },
              "BroadcastEmailMark": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "color": {
                        "type": "string"
                      },
                      "fontSize": {
                        "type": "string"
                      },
                      "href": {
                        "type": "string"
                      }
                    },
                    "type": "object"
                  },
                  "type": {
                    "enum": [
                      "bold",
                      "italic",
                      "strike",
                      "underline",
                      "link",
                      "textStyle",
                      "highlight"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "BroadcastEmailNode": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "align": {
                        "enum": [
                          "left",
                          "center",
                          "right"
                        ],
                        "type": "string"
                      },
                      "alt": {
                        "type": "string"
                      },
                      "backgroundColor": {
                        "type": "string"
                      },
                      "backgroundImageUrl": {
                        "type": "string"
                      },
                      "blockquoteBorderColor": {
                        "type": "string"
                      },
                      "borderColor": {
                        "type": "string"
                      },
                      "borderRadius": {
                        "enum": [
                          "none",
                          "normal",
                          "small",
                          "large",
                          "full"
                        ],
                        "type": "string"
                      },
                      "borderWidth": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "caption": {
                        "type": "string"
                      },
                      "columns": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "crop": {
                        "enum": [
                          "none",
                          "square",
                          "circle"
                        ],
                        "type": "string"
                      },
                      "fillColumn": {
                        "type": "boolean"
                      },
                      "href": {
                        "type": "string"
                      },
                      "id": {
                        "type": "string"
                      },
                      "label": {
                        "type": "string"
                      },
                      "layoutAlignment": {
                        "enum": [
                          "left",
                          "center"
                        ],
                        "type": "string"
                      },
                      "level": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "linkColor": {
                        "type": "string"
                      },
                      "margin": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "padding": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "size": {
                        "enum": [
                          "small",
                          "medium",
                          "large"
                        ],
                        "type": "string"
                      },
                      "source": {
                        "enum": [
                          "unsplash"
                        ],
                        "type": "string"
                      },
                      "src": {
                        "type": "string"
                      },
                      "textAlign": {
                        "enum": [
                          "left",
                          "center",
                          "right",
                          "justify"
                        ],
                        "type": "string"
                      },
                      "textColor": {
                        "type": "string"
                      },
                      "title": {
                        "type": "string"
                      },
                      "unsplash": {
                        "additionalProperties": false,
                        "properties": {
                          "photoId": {
                            "type": "string"
                          },
                          "photographerName": {
                            "type": "string"
                          },
                          "photographerUrl": {
                            "type": "string"
                          },
                          "photographerUsername": {
                            "type": "string"
                          },
                          "unsplashUrl": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "photographerName"
                        ],
                        "type": "object"
                      },
                      "verticalAlign": {
                        "enum": [
                          "top",
                          "middle",
                          "bottom"
                        ],
                        "type": "string"
                      },
                      "width": {
                        "enum": [
                          "default",
                          "large",
                          "full",
                          "fit"
                        ],
                        "type": "string"
                      },
                      "widthPercent": {
                        "maximum": 100,
                        "minimum": 1,
                        "type": "number"
                      }
                    },
                    "type": "object"
                  },
                  "content": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailNode"
                    },
                    "type": "array"
                  },
                  "marks": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailMark"
                    },
                    "type": "array"
                  },
                  "text": {
                    "type": "string"
                  },
                  "type": {
                    "enum": [
                      "doc",
                      "paragraph",
                      "heading",
                      "text",
                      "hardBreak",
                      "bulletList",
                      "orderedList",
                      "listItem",
                      "blockquote",
                      "emailSection",
                      "emailSectionColumn",
                      "emailButton",
                      "image",
                      "horizontalRule"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "BroadcastSendProgress": {
                "properties": {
                  "accepted": {
                    "type": "integer"
                  },
                  "canceled": {
                    "type": "integer"
                  },
                  "effective_rate": {
                    "type": "number"
                  },
                  "estimated_completion": {
                    "anyOf": [
                      {
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "estimated_completion_basis": {
                    "anyOf": [
                      {
                        "description": "Whether the estimate uses only the current rate or also includes known provider quota windows.",
                        "enum": [
                          "current-rate",
                          "provider-quota"
                        ],
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "last_progress_at": {
                    "anyOf": [
                      {
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "materialized": {
                    "type": "integer"
                  },
                  "next_retry_action": {
                    "anyOf": [
                      {
                        "description": "Whether the next time is a known quota reset or another connection check.",
                        "enum": [
                          "resume",
                          "recheck"
                        ],
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "next_retry_at": {
                    "anyOf": [
                      {
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "pause_message": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "pause_reason": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "percent_complete": {
                    "type": "number"
                  },
                  "permanent_failed": {
                    "type": "integer"
                  },
                  "phase": {
                    "enum": [
                      "preparing",
                      "sending",
                      "paused",
                      "canceling",
                      "sent",
                      "sent_with_errors",
                      "canceled",
                      "failed"
                    ],
                    "type": "string"
                  },
                  "provider": {
                    "anyOf": [
                      {
                        "description": "The email delivery provider used by this send.",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "provider_limited_rate": {
                    "anyOf": [
                      {
                        "type": "number"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "retrying": {
                    "type": "integer"
                  },
                  "run_id": {
                    "type": "string"
                  },
                  "selected": {
                    "type": "integer"
                  },
                  "sent": {
                    "type": "integer"
                  },
                  "skipped": {
                    "type": "integer"
                  },
                  "terminal": {
                    "type": "boolean"
                  },
                  "unknown": {
                    "type": "integer"
                  }
                },
                "required": [
                  "run_id",
                  "phase",
                  "selected",
                  "materialized",
                  "sent",
                  "accepted",
                  "skipped",
                  "retrying",
                  "permanent_failed",
                  "unknown",
                  "canceled",
                  "percent_complete",
                  "effective_rate",
                  "provider_limited_rate",
                  "provider",
                  "estimated_completion",
                  "estimated_completion_basis",
                  "last_progress_at",
                  "pause_reason",
                  "next_retry_at",
                  "next_retry_action",
                  "pause_message",
                  "terminal"
                ],
                "type": "object"
              },
              "EmailEngagementStats": {
                "additionalProperties": false,
                "properties": {
                  "bouncedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "clickedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "clickedSubscriberCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "complainedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "engagedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "openedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "recipientCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "sentCountsByDay": {
                    "additionalProperties": {
                      "minimum": 0,
                      "type": "integer"
                    },
                    "type": "object"
                  },
                  "unsubscribedCount": {
                    "minimum": 0,
                    "type": "integer"
                  }
                },
                "required": [
                  "recipientCount",
                  "openedCount",
                  "clickedCount",
                  "unsubscribedCount"
                ],
                "type": "object"
              },
              "Sequence": {
                "properties": {
                  "bounced_count": {
                    "type": "integer"
                  },
                  "click_rate": {
                    "type": "integer"
                  },
                  "complained_count": {
                    "type": "integer"
                  },
                  "connection_id": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "definition": {
                    "$ref": "#/$defs/SequenceDefinition"
                  },
                  "from_email": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "from_name": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "id": {
                    "type": "string"
                  },
                  "is_updating": {
                    "description": "True while Mailrith updates existing Subscriber progress after a structural Sequence change.",
                    "type": "boolean"
                  },
                  "name": {
                    "type": "string"
                  },
                  "open_rate": {
                    "type": "integer"
                  },
                  "reply_to_email": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "send_progress": {
                    "anyOf": [
                      {
                        "allOf": [
                          {
                            "$ref": "#/$defs/BroadcastSendProgress"
                          }
                        ]
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "status": {
                    "enum": [
                      "running",
                      "paused"
                    ],
                    "type": "string"
                  },
                  "subscriber_count": {
                    "type": "integer"
                  },
                  "track_clicks": {
                    "type": "boolean"
                  },
                  "track_opens": {
                    "type": "boolean"
                  },
                  "unsubscribed_count": {
                    "type": "integer"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "utm_campaign": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_content": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_medium": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_source": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_term": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "id",
                  "name",
                  "status",
                  "is_updating",
                  "connection_id",
                  "from_name",
                  "from_email",
                  "reply_to_email",
                  "track_opens",
                  "track_clicks",
                  "utm_source",
                  "utm_medium",
                  "utm_campaign",
                  "utm_term",
                  "utm_content",
                  "definition",
                  "subscriber_count",
                  "open_rate",
                  "click_rate",
                  "unsubscribed_count",
                  "bounced_count",
                  "complained_count",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              },
              "SequenceDefinition": {
                "additionalProperties": false,
                "example": {
                  "emails": [
                    {
                      "audienceDefinition": null,
                      "audienceMode": "all",
                      "bodyDocument": {
                        "content": [
                          {
                            "content": [
                              {
                                "text": "Welcome to the newsletter.",
                                "type": "text"
                              }
                            ],
                            "type": "paragraph"
                          }
                        ],
                        "type": "doc"
                      },
                      "delayUnit": "day",
                      "delayValue": 0,
                      "id": "welcome",
                      "previewText": "Thanks for joining",
                      "sendOnWeekdays": [
                        "Mon",
                        "Tue",
                        "Wed",
                        "Thu",
                        "Fri"
                      ],
                      "status": "Published",
                      "subject": "Welcome"
                    }
                  ]
                },
                "examples": [
                  {
                    "emails": [
                      {
                        "audienceDefinition": null,
                        "audienceMode": "all",
                        "bodyDocument": {
                          "content": [
                            {
                              "content": [
                                {
                                  "text": "Welcome to the newsletter.",
                                  "type": "text"
                                }
                              ],
                              "type": "paragraph"
                            }
                          ],
                          "type": "doc"
                        },
                        "delayUnit": "day",
                        "delayValue": 0,
                        "id": "welcome",
                        "previewText": "Thanks for joining",
                        "sendOnWeekdays": [
                          "Mon",
                          "Tue",
                          "Wed",
                          "Thu",
                          "Fri"
                        ],
                        "status": "Published",
                        "subject": "Welcome"
                      }
                    ]
                  }
                ],
                "properties": {
                  "defaultTemplateId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "emails": {
                    "items": {
                      "$ref": "#/$defs/SequenceEmail"
                    },
                    "type": "array"
                  },
                  "excludeAudienceDefinition": {
                    "anyOf": [
                      {
                        "$ref": "#/$defs/AudienceDefinition"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "restartSequenceForCompletedSubscribers": {
                    "type": "boolean"
                  },
                  "sendNewEmailsToCompletedSubscribers": {
                    "type": "boolean"
                  },
                  "sendOnWeekdays": {
                    "items": {
                      "enum": [
                        "Mon",
                        "Tue",
                        "Wed",
                        "Thu",
                        "Fri",
                        "Sat",
                        "Sun"
                      ],
                      "type": "string"
                    },
                    "type": "array",
                    "uniqueItems": true
                  }
                },
                "required": [
                  "emails"
                ],
                "type": "object"
              },
              "SequenceEmail": {
                "additionalProperties": false,
                "properties": {
                  "audienceDefinition": {
                    "anyOf": [
                      {
                        "$ref": "#/$defs/AudienceDefinition"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "audienceMode": {
                    "enum": [
                      "all",
                      "include",
                      "exclude"
                    ],
                    "type": "string"
                  },
                  "body": {
                    "description": "Rendered HTML returned by Mailrith. Agents should send bodyDocument when creating or updating a Sequence.",
                    "readOnly": true,
                    "type": "string"
                  },
                  "bodyDocument": {
                    "$ref": "#/$defs/BroadcastEmailDocument"
                  },
                  "delayUnit": {
                    "enum": [
                      "minute",
                      "hour",
                      "day"
                    ],
                    "type": "string"
                  },
                  "delayValue": {
                    "minimum": 0,
                    "type": "number"
                  },
                  "id": {
                    "type": "string"
                  },
                  "previewText": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "sendOnWeekdays": {
                    "items": {
                      "enum": [
                        "Mon",
                        "Tue",
                        "Wed",
                        "Thu",
                        "Fri",
                        "Sat",
                        "Sun"
                      ],
                      "type": "string"
                    },
                    "type": "array",
                    "uniqueItems": true
                  },
                  "stats": {
                    "$ref": "#/$defs/EmailEngagementStats"
                  },
                  "status": {
                    "enum": [
                      "Draft",
                      "Published"
                    ],
                    "type": "string"
                  },
                  "subject": {
                    "description": "For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "subject",
                  "previewText",
                  "bodyDocument",
                  "status",
                  "delayValue",
                  "delayUnit",
                  "sendOnWeekdays"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "getSequence",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/Sequence"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "idempotentHint": true,
            "openWorldHint": false,
            "readOnlyHint": true,
            "title": "Get a sequence"
          }
        },
        {
          "name": "sequences_update",
          "title": "Update a sequence",
          "description": "Updates an existing paused Sequence. Before changing a running Sequence, read it by ID, retain its status in the current task only, pause it, apply the update, and use bounded direct item reads until is_updating is false. Run preflight, return it to running only if it was running before and preflight passes, and verify the final status. If the update fails before changing the Sequence, restore its prior running status when preflight passes. If readiness or the prior status cannot be restored, leave it paused and immediately report the failure; never activate a Sequence that was not already running. Effect: workspace-change. Retry after reading the current resource state. Permission: sequences:write. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "$defs": {
              "AudienceCondition": {
                "additionalProperties": false,
                "properties": {
                  "customFieldId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "field": {
                    "enum": [
                      "subscriber_status",
                      "country",
                      "segment",
                      "tag",
                      "sequence",
                      "form",
                      "custom_field",
                      "email_opened",
                      "email_unsubscribed",
                      "magic_link_clicked"
                    ],
                    "type": "string"
                  },
                  "id": {
                    "type": "string"
                  },
                  "operator": {
                    "enum": [
                      "is",
                      "is_not",
                      "has_any_of",
                      "has_none_of",
                      "is_active_in_any_of",
                      "is_not_active_in_any_of",
                      "has_completed_any_of",
                      "has_not_completed_any_of",
                      "has_ever_been_in_any_of",
                      "has_never_been_in_any_of",
                      "contains",
                      "does_not_contain",
                      "is_empty",
                      "is_not_empty",
                      "before",
                      "after",
                      "on",
                      "in_last_days",
                      "greater_than",
                      "less_than",
                      "in_region",
                      "not_in_region"
                    ],
                    "type": "string"
                  },
                  "value": {
                    "oneOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "number"
                      },
                      {
                        "type": "boolean"
                      },
                      {
                        "items": {
                          "type": "string"
                        },
                        "type": "array"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "id",
                  "field",
                  "operator"
                ],
                "type": "object"
              },
              "AudienceConditionGroup": {
                "additionalProperties": false,
                "properties": {
                  "conditions": {
                    "items": {
                      "$ref": "#/$defs/AudienceCondition"
                    },
                    "minItems": 1,
                    "type": "array"
                  },
                  "id": {
                    "type": "string"
                  },
                  "match": {
                    "enum": [
                      "all",
                      "any"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "match",
                  "conditions"
                ],
                "type": "object"
              },
              "AudienceDefinition": {
                "additionalProperties": false,
                "example": {
                  "groups": [
                    {
                      "conditions": [
                        {
                          "field": "subscriber_status",
                          "id": "active-status",
                          "operator": "is",
                          "value": [
                            "Active"
                          ]
                        }
                      ],
                      "id": "active-subscribers",
                      "match": "all"
                    }
                  ],
                  "match": "all"
                },
                "examples": [
                  {
                    "groups": [
                      {
                        "conditions": [
                          {
                            "field": "subscriber_status",
                            "id": "active-status",
                            "operator": "is",
                            "value": [
                              "Active"
                            ]
                          }
                        ],
                        "id": "active-subscribers",
                        "match": "all"
                      }
                    ],
                    "match": "all"
                  }
                ],
                "properties": {
                  "groups": {
                    "items": {
                      "$ref": "#/$defs/AudienceConditionGroup"
                    },
                    "type": "array"
                  },
                  "match": {
                    "enum": [
                      "all",
                      "any"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "match",
                  "groups"
                ],
                "type": "object"
              },
              "BroadcastEmailDocument": {
                "allOf": [
                  {
                    "$ref": "#/$defs/BroadcastEmailNode"
                  }
                ],
                "description": "A structured email document. The root node must use type `doc` and contain supported block nodes. For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                "example": {
                  "content": [
                    {
                      "content": [
                        {
                          "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                          "type": "text"
                        }
                      ],
                      "type": "paragraph"
                    }
                  ],
                  "type": "doc"
                },
                "examples": [
                  {
                    "content": [
                      {
                        "content": [
                          {
                            "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                            "type": "text"
                          }
                        ],
                        "type": "paragraph"
                      }
                    ],
                    "type": "doc"
                  }
                ]
              },
              "BroadcastEmailMark": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "color": {
                        "type": "string"
                      },
                      "fontSize": {
                        "type": "string"
                      },
                      "href": {
                        "type": "string"
                      }
                    },
                    "type": "object"
                  },
                  "type": {
                    "enum": [
                      "bold",
                      "italic",
                      "strike",
                      "underline",
                      "link",
                      "textStyle",
                      "highlight"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "BroadcastEmailNode": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "align": {
                        "enum": [
                          "left",
                          "center",
                          "right"
                        ],
                        "type": "string"
                      },
                      "alt": {
                        "type": "string"
                      },
                      "backgroundColor": {
                        "type": "string"
                      },
                      "backgroundImageUrl": {
                        "type": "string"
                      },
                      "blockquoteBorderColor": {
                        "type": "string"
                      },
                      "borderColor": {
                        "type": "string"
                      },
                      "borderRadius": {
                        "enum": [
                          "none",
                          "normal",
                          "small",
                          "large",
                          "full"
                        ],
                        "type": "string"
                      },
                      "borderWidth": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "caption": {
                        "type": "string"
                      },
                      "columns": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "crop": {
                        "enum": [
                          "none",
                          "square",
                          "circle"
                        ],
                        "type": "string"
                      },
                      "fillColumn": {
                        "type": "boolean"
                      },
                      "href": {
                        "type": "string"
                      },
                      "id": {
                        "type": "string"
                      },
                      "label": {
                        "type": "string"
                      },
                      "layoutAlignment": {
                        "enum": [
                          "left",
                          "center"
                        ],
                        "type": "string"
                      },
                      "level": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "linkColor": {
                        "type": "string"
                      },
                      "margin": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "padding": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "size": {
                        "enum": [
                          "small",
                          "medium",
                          "large"
                        ],
                        "type": "string"
                      },
                      "source": {
                        "enum": [
                          "unsplash"
                        ],
                        "type": "string"
                      },
                      "src": {
                        "type": "string"
                      },
                      "textAlign": {
                        "enum": [
                          "left",
                          "center",
                          "right",
                          "justify"
                        ],
                        "type": "string"
                      },
                      "textColor": {
                        "type": "string"
                      },
                      "title": {
                        "type": "string"
                      },
                      "unsplash": {
                        "additionalProperties": false,
                        "properties": {
                          "photoId": {
                            "type": "string"
                          },
                          "photographerName": {
                            "type": "string"
                          },
                          "photographerUrl": {
                            "type": "string"
                          },
                          "photographerUsername": {
                            "type": "string"
                          },
                          "unsplashUrl": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "photographerName"
                        ],
                        "type": "object"
                      },
                      "verticalAlign": {
                        "enum": [
                          "top",
                          "middle",
                          "bottom"
                        ],
                        "type": "string"
                      },
                      "width": {
                        "enum": [
                          "default",
                          "large",
                          "full",
                          "fit"
                        ],
                        "type": "string"
                      },
                      "widthPercent": {
                        "maximum": 100,
                        "minimum": 1,
                        "type": "number"
                      }
                    },
                    "type": "object"
                  },
                  "content": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailNode"
                    },
                    "type": "array"
                  },
                  "marks": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailMark"
                    },
                    "type": "array"
                  },
                  "text": {
                    "type": "string"
                  },
                  "type": {
                    "enum": [
                      "doc",
                      "paragraph",
                      "heading",
                      "text",
                      "hardBreak",
                      "bulletList",
                      "orderedList",
                      "listItem",
                      "blockquote",
                      "emailSection",
                      "emailSectionColumn",
                      "emailButton",
                      "image",
                      "horizontalRule"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "EmailEngagementStats": {
                "additionalProperties": false,
                "properties": {
                  "bouncedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "clickedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "clickedSubscriberCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "complainedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "engagedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "openedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "recipientCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "sentCountsByDay": {
                    "additionalProperties": {
                      "minimum": 0,
                      "type": "integer"
                    },
                    "type": "object"
                  },
                  "unsubscribedCount": {
                    "minimum": 0,
                    "type": "integer"
                  }
                },
                "required": [
                  "recipientCount",
                  "openedCount",
                  "clickedCount",
                  "unsubscribedCount"
                ],
                "type": "object"
              },
              "SequenceDefinition": {
                "additionalProperties": false,
                "example": {
                  "emails": [
                    {
                      "audienceDefinition": null,
                      "audienceMode": "all",
                      "bodyDocument": {
                        "content": [
                          {
                            "content": [
                              {
                                "text": "Welcome to the newsletter.",
                                "type": "text"
                              }
                            ],
                            "type": "paragraph"
                          }
                        ],
                        "type": "doc"
                      },
                      "delayUnit": "day",
                      "delayValue": 0,
                      "id": "welcome",
                      "previewText": "Thanks for joining",
                      "sendOnWeekdays": [
                        "Mon",
                        "Tue",
                        "Wed",
                        "Thu",
                        "Fri"
                      ],
                      "status": "Published",
                      "subject": "Welcome"
                    }
                  ]
                },
                "examples": [
                  {
                    "emails": [
                      {
                        "audienceDefinition": null,
                        "audienceMode": "all",
                        "bodyDocument": {
                          "content": [
                            {
                              "content": [
                                {
                                  "text": "Welcome to the newsletter.",
                                  "type": "text"
                                }
                              ],
                              "type": "paragraph"
                            }
                          ],
                          "type": "doc"
                        },
                        "delayUnit": "day",
                        "delayValue": 0,
                        "id": "welcome",
                        "previewText": "Thanks for joining",
                        "sendOnWeekdays": [
                          "Mon",
                          "Tue",
                          "Wed",
                          "Thu",
                          "Fri"
                        ],
                        "status": "Published",
                        "subject": "Welcome"
                      }
                    ]
                  }
                ],
                "properties": {
                  "defaultTemplateId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "emails": {
                    "items": {
                      "$ref": "#/$defs/SequenceEmail"
                    },
                    "type": "array"
                  },
                  "excludeAudienceDefinition": {
                    "anyOf": [
                      {
                        "$ref": "#/$defs/AudienceDefinition"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "restartSequenceForCompletedSubscribers": {
                    "type": "boolean"
                  },
                  "sendNewEmailsToCompletedSubscribers": {
                    "type": "boolean"
                  },
                  "sendOnWeekdays": {
                    "items": {
                      "enum": [
                        "Mon",
                        "Tue",
                        "Wed",
                        "Thu",
                        "Fri",
                        "Sat",
                        "Sun"
                      ],
                      "type": "string"
                    },
                    "type": "array",
                    "uniqueItems": true
                  }
                },
                "required": [
                  "emails"
                ],
                "type": "object"
              },
              "SequenceEmail": {
                "additionalProperties": false,
                "properties": {
                  "audienceDefinition": {
                    "anyOf": [
                      {
                        "$ref": "#/$defs/AudienceDefinition"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "audienceMode": {
                    "enum": [
                      "all",
                      "include",
                      "exclude"
                    ],
                    "type": "string"
                  },
                  "bodyDocument": {
                    "$ref": "#/$defs/BroadcastEmailDocument"
                  },
                  "delayUnit": {
                    "enum": [
                      "minute",
                      "hour",
                      "day"
                    ],
                    "type": "string"
                  },
                  "delayValue": {
                    "minimum": 0,
                    "type": "number"
                  },
                  "id": {
                    "type": "string"
                  },
                  "previewText": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "sendOnWeekdays": {
                    "items": {
                      "enum": [
                        "Mon",
                        "Tue",
                        "Wed",
                        "Thu",
                        "Fri",
                        "Sat",
                        "Sun"
                      ],
                      "type": "string"
                    },
                    "type": "array",
                    "uniqueItems": true
                  },
                  "stats": {
                    "$ref": "#/$defs/EmailEngagementStats"
                  },
                  "status": {
                    "enum": [
                      "Draft",
                      "Published"
                    ],
                    "type": "string"
                  },
                  "subject": {
                    "description": "For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "subject",
                  "previewText",
                  "bodyDocument",
                  "status",
                  "delayValue",
                  "delayUnit",
                  "sendOnWeekdays"
                ],
                "type": "object"
              },
              "SequenceUpdateRequest": {
                "additionalProperties": false,
                "minProperties": 1,
                "properties": {
                  "connection_id": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "definition": {
                    "$ref": "#/$defs/SequenceDefinition"
                  },
                  "name": {
                    "type": "string"
                  },
                  "reply_to_email": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "track_clicks": {
                    "type": "boolean"
                  },
                  "track_opens": {
                    "type": "boolean"
                  },
                  "utm_campaign": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_content": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_medium": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_source": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_term": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "type": "object"
              }
            },
            "additionalProperties": false,
            "properties": {
              "body": {
                "$ref": "#/$defs/SequenceUpdateRequest",
                "description": "The exact JSON request body defined by the Mailrith public API contract.",
                "type": "object"
              },
              "sequence_id": {
                "description": "The sequence identifier.",
                "type": "string"
              }
            },
            "required": [
              "sequence_id",
              "body"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "AudienceCondition": {
                "additionalProperties": false,
                "properties": {
                  "customFieldId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "field": {
                    "enum": [
                      "subscriber_status",
                      "country",
                      "segment",
                      "tag",
                      "sequence",
                      "form",
                      "custom_field",
                      "email_opened",
                      "email_unsubscribed",
                      "magic_link_clicked"
                    ],
                    "type": "string"
                  },
                  "id": {
                    "type": "string"
                  },
                  "operator": {
                    "enum": [
                      "is",
                      "is_not",
                      "has_any_of",
                      "has_none_of",
                      "is_active_in_any_of",
                      "is_not_active_in_any_of",
                      "has_completed_any_of",
                      "has_not_completed_any_of",
                      "has_ever_been_in_any_of",
                      "has_never_been_in_any_of",
                      "contains",
                      "does_not_contain",
                      "is_empty",
                      "is_not_empty",
                      "before",
                      "after",
                      "on",
                      "in_last_days",
                      "greater_than",
                      "less_than",
                      "in_region",
                      "not_in_region"
                    ],
                    "type": "string"
                  },
                  "value": {
                    "oneOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "number"
                      },
                      {
                        "type": "boolean"
                      },
                      {
                        "items": {
                          "type": "string"
                        },
                        "type": "array"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "id",
                  "field",
                  "operator"
                ],
                "type": "object"
              },
              "AudienceConditionGroup": {
                "additionalProperties": false,
                "properties": {
                  "conditions": {
                    "items": {
                      "$ref": "#/$defs/AudienceCondition"
                    },
                    "minItems": 1,
                    "type": "array"
                  },
                  "id": {
                    "type": "string"
                  },
                  "match": {
                    "enum": [
                      "all",
                      "any"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "match",
                  "conditions"
                ],
                "type": "object"
              },
              "AudienceDefinition": {
                "additionalProperties": false,
                "example": {
                  "groups": [
                    {
                      "conditions": [
                        {
                          "field": "subscriber_status",
                          "id": "active-status",
                          "operator": "is",
                          "value": [
                            "Active"
                          ]
                        }
                      ],
                      "id": "active-subscribers",
                      "match": "all"
                    }
                  ],
                  "match": "all"
                },
                "examples": [
                  {
                    "groups": [
                      {
                        "conditions": [
                          {
                            "field": "subscriber_status",
                            "id": "active-status",
                            "operator": "is",
                            "value": [
                              "Active"
                            ]
                          }
                        ],
                        "id": "active-subscribers",
                        "match": "all"
                      }
                    ],
                    "match": "all"
                  }
                ],
                "properties": {
                  "groups": {
                    "items": {
                      "$ref": "#/$defs/AudienceConditionGroup"
                    },
                    "type": "array"
                  },
                  "match": {
                    "enum": [
                      "all",
                      "any"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "match",
                  "groups"
                ],
                "type": "object"
              },
              "BroadcastEmailDocument": {
                "allOf": [
                  {
                    "$ref": "#/$defs/BroadcastEmailNode"
                  }
                ],
                "description": "A structured email document. The root node must use type `doc` and contain supported block nodes. For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                "example": {
                  "content": [
                    {
                      "content": [
                        {
                          "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                          "type": "text"
                        }
                      ],
                      "type": "paragraph"
                    }
                  ],
                  "type": "doc"
                },
                "examples": [
                  {
                    "content": [
                      {
                        "content": [
                          {
                            "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                            "type": "text"
                          }
                        ],
                        "type": "paragraph"
                      }
                    ],
                    "type": "doc"
                  }
                ]
              },
              "BroadcastEmailMark": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "color": {
                        "type": "string"
                      },
                      "fontSize": {
                        "type": "string"
                      },
                      "href": {
                        "type": "string"
                      }
                    },
                    "type": "object"
                  },
                  "type": {
                    "enum": [
                      "bold",
                      "italic",
                      "strike",
                      "underline",
                      "link",
                      "textStyle",
                      "highlight"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "BroadcastEmailNode": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "align": {
                        "enum": [
                          "left",
                          "center",
                          "right"
                        ],
                        "type": "string"
                      },
                      "alt": {
                        "type": "string"
                      },
                      "backgroundColor": {
                        "type": "string"
                      },
                      "backgroundImageUrl": {
                        "type": "string"
                      },
                      "blockquoteBorderColor": {
                        "type": "string"
                      },
                      "borderColor": {
                        "type": "string"
                      },
                      "borderRadius": {
                        "enum": [
                          "none",
                          "normal",
                          "small",
                          "large",
                          "full"
                        ],
                        "type": "string"
                      },
                      "borderWidth": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "caption": {
                        "type": "string"
                      },
                      "columns": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "crop": {
                        "enum": [
                          "none",
                          "square",
                          "circle"
                        ],
                        "type": "string"
                      },
                      "fillColumn": {
                        "type": "boolean"
                      },
                      "href": {
                        "type": "string"
                      },
                      "id": {
                        "type": "string"
                      },
                      "label": {
                        "type": "string"
                      },
                      "layoutAlignment": {
                        "enum": [
                          "left",
                          "center"
                        ],
                        "type": "string"
                      },
                      "level": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "linkColor": {
                        "type": "string"
                      },
                      "margin": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "padding": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "size": {
                        "enum": [
                          "small",
                          "medium",
                          "large"
                        ],
                        "type": "string"
                      },
                      "source": {
                        "enum": [
                          "unsplash"
                        ],
                        "type": "string"
                      },
                      "src": {
                        "type": "string"
                      },
                      "textAlign": {
                        "enum": [
                          "left",
                          "center",
                          "right",
                          "justify"
                        ],
                        "type": "string"
                      },
                      "textColor": {
                        "type": "string"
                      },
                      "title": {
                        "type": "string"
                      },
                      "unsplash": {
                        "additionalProperties": false,
                        "properties": {
                          "photoId": {
                            "type": "string"
                          },
                          "photographerName": {
                            "type": "string"
                          },
                          "photographerUrl": {
                            "type": "string"
                          },
                          "photographerUsername": {
                            "type": "string"
                          },
                          "unsplashUrl": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "photographerName"
                        ],
                        "type": "object"
                      },
                      "verticalAlign": {
                        "enum": [
                          "top",
                          "middle",
                          "bottom"
                        ],
                        "type": "string"
                      },
                      "width": {
                        "enum": [
                          "default",
                          "large",
                          "full",
                          "fit"
                        ],
                        "type": "string"
                      },
                      "widthPercent": {
                        "maximum": 100,
                        "minimum": 1,
                        "type": "number"
                      }
                    },
                    "type": "object"
                  },
                  "content": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailNode"
                    },
                    "type": "array"
                  },
                  "marks": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailMark"
                    },
                    "type": "array"
                  },
                  "text": {
                    "type": "string"
                  },
                  "type": {
                    "enum": [
                      "doc",
                      "paragraph",
                      "heading",
                      "text",
                      "hardBreak",
                      "bulletList",
                      "orderedList",
                      "listItem",
                      "blockquote",
                      "emailSection",
                      "emailSectionColumn",
                      "emailButton",
                      "image",
                      "horizontalRule"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "BroadcastSendProgress": {
                "properties": {
                  "accepted": {
                    "type": "integer"
                  },
                  "canceled": {
                    "type": "integer"
                  },
                  "effective_rate": {
                    "type": "number"
                  },
                  "estimated_completion": {
                    "anyOf": [
                      {
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "estimated_completion_basis": {
                    "anyOf": [
                      {
                        "description": "Whether the estimate uses only the current rate or also includes known provider quota windows.",
                        "enum": [
                          "current-rate",
                          "provider-quota"
                        ],
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "last_progress_at": {
                    "anyOf": [
                      {
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "materialized": {
                    "type": "integer"
                  },
                  "next_retry_action": {
                    "anyOf": [
                      {
                        "description": "Whether the next time is a known quota reset or another connection check.",
                        "enum": [
                          "resume",
                          "recheck"
                        ],
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "next_retry_at": {
                    "anyOf": [
                      {
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "pause_message": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "pause_reason": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "percent_complete": {
                    "type": "number"
                  },
                  "permanent_failed": {
                    "type": "integer"
                  },
                  "phase": {
                    "enum": [
                      "preparing",
                      "sending",
                      "paused",
                      "canceling",
                      "sent",
                      "sent_with_errors",
                      "canceled",
                      "failed"
                    ],
                    "type": "string"
                  },
                  "provider": {
                    "anyOf": [
                      {
                        "description": "The email delivery provider used by this send.",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "provider_limited_rate": {
                    "anyOf": [
                      {
                        "type": "number"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "retrying": {
                    "type": "integer"
                  },
                  "run_id": {
                    "type": "string"
                  },
                  "selected": {
                    "type": "integer"
                  },
                  "sent": {
                    "type": "integer"
                  },
                  "skipped": {
                    "type": "integer"
                  },
                  "terminal": {
                    "type": "boolean"
                  },
                  "unknown": {
                    "type": "integer"
                  }
                },
                "required": [
                  "run_id",
                  "phase",
                  "selected",
                  "materialized",
                  "sent",
                  "accepted",
                  "skipped",
                  "retrying",
                  "permanent_failed",
                  "unknown",
                  "canceled",
                  "percent_complete",
                  "effective_rate",
                  "provider_limited_rate",
                  "provider",
                  "estimated_completion",
                  "estimated_completion_basis",
                  "last_progress_at",
                  "pause_reason",
                  "next_retry_at",
                  "next_retry_action",
                  "pause_message",
                  "terminal"
                ],
                "type": "object"
              },
              "EmailEngagementStats": {
                "additionalProperties": false,
                "properties": {
                  "bouncedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "clickedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "clickedSubscriberCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "complainedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "engagedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "openedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "recipientCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "sentCountsByDay": {
                    "additionalProperties": {
                      "minimum": 0,
                      "type": "integer"
                    },
                    "type": "object"
                  },
                  "unsubscribedCount": {
                    "minimum": 0,
                    "type": "integer"
                  }
                },
                "required": [
                  "recipientCount",
                  "openedCount",
                  "clickedCount",
                  "unsubscribedCount"
                ],
                "type": "object"
              },
              "Sequence": {
                "properties": {
                  "bounced_count": {
                    "type": "integer"
                  },
                  "click_rate": {
                    "type": "integer"
                  },
                  "complained_count": {
                    "type": "integer"
                  },
                  "connection_id": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "definition": {
                    "$ref": "#/$defs/SequenceDefinition"
                  },
                  "from_email": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "from_name": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "id": {
                    "type": "string"
                  },
                  "is_updating": {
                    "description": "True while Mailrith updates existing Subscriber progress after a structural Sequence change.",
                    "type": "boolean"
                  },
                  "name": {
                    "type": "string"
                  },
                  "open_rate": {
                    "type": "integer"
                  },
                  "reply_to_email": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "send_progress": {
                    "anyOf": [
                      {
                        "allOf": [
                          {
                            "$ref": "#/$defs/BroadcastSendProgress"
                          }
                        ]
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "status": {
                    "enum": [
                      "running",
                      "paused"
                    ],
                    "type": "string"
                  },
                  "subscriber_count": {
                    "type": "integer"
                  },
                  "track_clicks": {
                    "type": "boolean"
                  },
                  "track_opens": {
                    "type": "boolean"
                  },
                  "unsubscribed_count": {
                    "type": "integer"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "utm_campaign": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_content": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_medium": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_source": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_term": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "id",
                  "name",
                  "status",
                  "is_updating",
                  "connection_id",
                  "from_name",
                  "from_email",
                  "reply_to_email",
                  "track_opens",
                  "track_clicks",
                  "utm_source",
                  "utm_medium",
                  "utm_campaign",
                  "utm_term",
                  "utm_content",
                  "definition",
                  "subscriber_count",
                  "open_rate",
                  "click_rate",
                  "unsubscribed_count",
                  "bounced_count",
                  "complained_count",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              },
              "SequenceDefinition": {
                "additionalProperties": false,
                "example": {
                  "emails": [
                    {
                      "audienceDefinition": null,
                      "audienceMode": "all",
                      "bodyDocument": {
                        "content": [
                          {
                            "content": [
                              {
                                "text": "Welcome to the newsletter.",
                                "type": "text"
                              }
                            ],
                            "type": "paragraph"
                          }
                        ],
                        "type": "doc"
                      },
                      "delayUnit": "day",
                      "delayValue": 0,
                      "id": "welcome",
                      "previewText": "Thanks for joining",
                      "sendOnWeekdays": [
                        "Mon",
                        "Tue",
                        "Wed",
                        "Thu",
                        "Fri"
                      ],
                      "status": "Published",
                      "subject": "Welcome"
                    }
                  ]
                },
                "examples": [
                  {
                    "emails": [
                      {
                        "audienceDefinition": null,
                        "audienceMode": "all",
                        "bodyDocument": {
                          "content": [
                            {
                              "content": [
                                {
                                  "text": "Welcome to the newsletter.",
                                  "type": "text"
                                }
                              ],
                              "type": "paragraph"
                            }
                          ],
                          "type": "doc"
                        },
                        "delayUnit": "day",
                        "delayValue": 0,
                        "id": "welcome",
                        "previewText": "Thanks for joining",
                        "sendOnWeekdays": [
                          "Mon",
                          "Tue",
                          "Wed",
                          "Thu",
                          "Fri"
                        ],
                        "status": "Published",
                        "subject": "Welcome"
                      }
                    ]
                  }
                ],
                "properties": {
                  "defaultTemplateId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "emails": {
                    "items": {
                      "$ref": "#/$defs/SequenceEmail"
                    },
                    "type": "array"
                  },
                  "excludeAudienceDefinition": {
                    "anyOf": [
                      {
                        "$ref": "#/$defs/AudienceDefinition"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "restartSequenceForCompletedSubscribers": {
                    "type": "boolean"
                  },
                  "sendNewEmailsToCompletedSubscribers": {
                    "type": "boolean"
                  },
                  "sendOnWeekdays": {
                    "items": {
                      "enum": [
                        "Mon",
                        "Tue",
                        "Wed",
                        "Thu",
                        "Fri",
                        "Sat",
                        "Sun"
                      ],
                      "type": "string"
                    },
                    "type": "array",
                    "uniqueItems": true
                  }
                },
                "required": [
                  "emails"
                ],
                "type": "object"
              },
              "SequenceEmail": {
                "additionalProperties": false,
                "properties": {
                  "audienceDefinition": {
                    "anyOf": [
                      {
                        "$ref": "#/$defs/AudienceDefinition"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "audienceMode": {
                    "enum": [
                      "all",
                      "include",
                      "exclude"
                    ],
                    "type": "string"
                  },
                  "body": {
                    "description": "Rendered HTML returned by Mailrith. Agents should send bodyDocument when creating or updating a Sequence.",
                    "readOnly": true,
                    "type": "string"
                  },
                  "bodyDocument": {
                    "$ref": "#/$defs/BroadcastEmailDocument"
                  },
                  "delayUnit": {
                    "enum": [
                      "minute",
                      "hour",
                      "day"
                    ],
                    "type": "string"
                  },
                  "delayValue": {
                    "minimum": 0,
                    "type": "number"
                  },
                  "id": {
                    "type": "string"
                  },
                  "previewText": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "sendOnWeekdays": {
                    "items": {
                      "enum": [
                        "Mon",
                        "Tue",
                        "Wed",
                        "Thu",
                        "Fri",
                        "Sat",
                        "Sun"
                      ],
                      "type": "string"
                    },
                    "type": "array",
                    "uniqueItems": true
                  },
                  "stats": {
                    "$ref": "#/$defs/EmailEngagementStats"
                  },
                  "status": {
                    "enum": [
                      "Draft",
                      "Published"
                    ],
                    "type": "string"
                  },
                  "subject": {
                    "description": "For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "subject",
                  "previewText",
                  "bodyDocument",
                  "status",
                  "delayValue",
                  "delayUnit",
                  "sendOnWeekdays"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "updateSequence",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/Sequence"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": true,
            "idempotentHint": true,
            "openWorldHint": false,
            "readOnlyHint": false,
            "title": "Update a sequence"
          }
        },
        {
          "name": "sequences_preflight",
          "title": "Check sequence readiness",
          "description": "Checks the saved Sequence, its published emails, and its email delivery connection without changing data or sending email. Permission: sequences:read. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "additionalProperties": false,
            "properties": {
              "sequence_id": {
                "description": "The Sequence identifier.",
                "type": "string"
              }
            },
            "required": [
              "sequence_id"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "SequencePreflight": {
                "additionalProperties": false,
                "properties": {
                  "checked_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "checks": {
                    "items": {
                      "$ref": "#/$defs/WorkflowReadinessCheck"
                    },
                    "type": "array"
                  },
                  "email_count": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "published_email_count": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "ready": {
                    "type": "boolean"
                  },
                  "sequence_id": {
                    "type": "string"
                  }
                },
                "required": [
                  "sequence_id",
                  "ready",
                  "email_count",
                  "published_email_count",
                  "checks",
                  "checked_at"
                ],
                "type": "object"
              },
              "WorkflowReadinessCheck": {
                "additionalProperties": false,
                "properties": {
                  "key": {
                    "type": "string"
                  },
                  "message": {
                    "type": "string"
                  },
                  "status": {
                    "enum": [
                      "passed",
                      "blocking"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "key",
                  "status",
                  "message"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "preflightSequence",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/SequencePreflight"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "idempotentHint": true,
            "openWorldHint": false,
            "readOnlyHint": true,
            "title": "Check sequence readiness"
          }
        },
        {
          "name": "sequences_preview_journey",
          "title": "Preview a sequence journey",
          "description": "Returns the bounded saved email timeline and shows which messages a selected Subscriber is eligible to receive, without enrolling the Subscriber or sending email. Permissions: subscribers:read, sequences:read. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "additionalProperties": false,
            "properties": {
              "sequence_id": {
                "description": "The Sequence identifier.",
                "type": "string"
              },
              "subscriber_id": {
                "description": "The saved Subscriber whose personalization and targeting should be previewed.",
                "type": "string"
              }
            },
            "required": [
              "sequence_id",
              "subscriber_id"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "SequenceJourneyPreview": {
                "additionalProperties": false,
                "properties": {
                  "emails": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "audience_mode": {
                          "enum": [
                            "all",
                            "include",
                            "exclude"
                          ],
                          "type": "string"
                        },
                        "delay_unit": {
                          "enum": [
                            "minute",
                            "hour",
                            "day"
                          ],
                          "type": "string"
                        },
                        "delay_value": {
                          "minimum": 0,
                          "type": "integer"
                        },
                        "eligible": {
                          "type": "boolean"
                        },
                        "email_id": {
                          "type": "string"
                        },
                        "position": {
                          "minimum": 1,
                          "type": "integer"
                        },
                        "send_on_weekdays": {
                          "items": {
                            "type": "string"
                          },
                          "type": "array"
                        },
                        "status": {
                          "enum": [
                            "Draft",
                            "Published"
                          ],
                          "type": "string"
                        },
                        "subject": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "position",
                        "email_id",
                        "subject",
                        "status",
                        "eligible",
                        "delay_value",
                        "delay_unit",
                        "send_on_weekdays",
                        "audience_mode"
                      ],
                      "type": "object"
                    },
                    "maxItems": 100,
                    "type": "array"
                  },
                  "sequence_id": {
                    "type": "string"
                  },
                  "side_effect_free": {
                    "enum": [
                      true
                    ],
                    "type": "boolean"
                  },
                  "subscriber_eligible": {
                    "type": "boolean"
                  },
                  "subscriber_id": {
                    "type": "string"
                  }
                },
                "required": [
                  "sequence_id",
                  "subscriber_id",
                  "subscriber_eligible",
                  "side_effect_free",
                  "emails"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "previewSequenceJourney",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/SequenceJourneyPreview"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "idempotentHint": true,
            "openWorldHint": false,
            "readOnlyHint": true,
            "title": "Preview a sequence journey"
          }
        },
        {
          "name": "sequences_send_test",
          "title": "Send sequence test messages",
          "description": "Sends up to five selected saved Sequence emails to one explicit test address. This does not enroll a Subscriber, start the Sequence, or write delivery activity. Effect: external-email. Retry with the same idempotency_key. Permissions: live_actions:write, subscribers:read, sequences:write. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "$defs": {
              "WorkflowTestRequest": {
                "additionalProperties": false,
                "properties": {
                  "message_ids": {
                    "description": "Optional Sequence email IDs or Automation step IDs. Omit to test the first five available messages.",
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 5,
                    "type": "array",
                    "uniqueItems": true
                  },
                  "recipient": {
                    "format": "email",
                    "type": "string"
                  },
                  "subscriber_id": {
                    "description": "The saved Subscriber whose personalization should be rendered in every test message.",
                    "type": "string"
                  }
                },
                "required": [
                  "recipient",
                  "subscriber_id"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "properties": {
              "body": {
                "$ref": "#/$defs/WorkflowTestRequest",
                "description": "The exact JSON request body defined by the Mailrith public API contract.",
                "type": "object"
              },
              "idempotency_key": {
                "description": "Optional idempotency key to retry the request safely. It must not exceed 256 UTF-8 bytes.",
                "maxLength": 256,
                "type": "string"
              },
              "sequence_id": {
                "description": "The Sequence identifier.",
                "type": "string"
              }
            },
            "required": [
              "sequence_id",
              "body"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "WorkflowTestResult": {
                "additionalProperties": false,
                "properties": {
                  "message_ids": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 5,
                    "type": "array"
                  },
                  "provider_message_ids": {
                    "description": "Provider acceptance IDs in sent-message order; null when unavailable. These are not delivery or inbox receipts.",
                    "items": {
                      "anyOf": [
                        {
                          "maxLength": 200,
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ]
                    },
                    "maxItems": 5,
                    "minItems": 1,
                    "type": "array"
                  },
                  "sent_count": {
                    "maximum": 5,
                    "minimum": 1,
                    "type": "integer"
                  },
                  "status": {
                    "enum": [
                      "completed"
                    ],
                    "type": "string"
                  },
                  "subscriber_id": {
                    "type": "string"
                  }
                },
                "required": [
                  "status",
                  "sent_count",
                  "message_ids",
                  "subscriber_id"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "testSequence",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/WorkflowTestResult"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": true,
            "idempotentHint": false,
            "openWorldHint": true,
            "readOnlyHint": false,
            "title": "Send sequence test messages"
          }
        },
        {
          "name": "sequences_update_status",
          "title": "Activate or pause a sequence",
          "description": "Starts or pauses one Sequence without changing its content or delivery settings. Effect: external-email. Retry after reading the current resource state. Permissions: live_actions:write, sequences:write. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "$defs": {
              "SequenceStatusRequest": {
                "properties": {
                  "status": {
                    "enum": [
                      "running",
                      "paused"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "status"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "properties": {
              "body": {
                "$ref": "#/$defs/SequenceStatusRequest",
                "description": "The exact JSON request body defined by the Mailrith public API contract.",
                "type": "object"
              },
              "sequence_id": {
                "description": "The Sequence identifier.",
                "type": "string"
              }
            },
            "required": [
              "sequence_id",
              "body"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "AudienceCondition": {
                "additionalProperties": false,
                "properties": {
                  "customFieldId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "field": {
                    "enum": [
                      "subscriber_status",
                      "country",
                      "segment",
                      "tag",
                      "sequence",
                      "form",
                      "custom_field",
                      "email_opened",
                      "email_unsubscribed",
                      "magic_link_clicked"
                    ],
                    "type": "string"
                  },
                  "id": {
                    "type": "string"
                  },
                  "operator": {
                    "enum": [
                      "is",
                      "is_not",
                      "has_any_of",
                      "has_none_of",
                      "is_active_in_any_of",
                      "is_not_active_in_any_of",
                      "has_completed_any_of",
                      "has_not_completed_any_of",
                      "has_ever_been_in_any_of",
                      "has_never_been_in_any_of",
                      "contains",
                      "does_not_contain",
                      "is_empty",
                      "is_not_empty",
                      "before",
                      "after",
                      "on",
                      "in_last_days",
                      "greater_than",
                      "less_than",
                      "in_region",
                      "not_in_region"
                    ],
                    "type": "string"
                  },
                  "value": {
                    "oneOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "number"
                      },
                      {
                        "type": "boolean"
                      },
                      {
                        "items": {
                          "type": "string"
                        },
                        "type": "array"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "id",
                  "field",
                  "operator"
                ],
                "type": "object"
              },
              "AudienceConditionGroup": {
                "additionalProperties": false,
                "properties": {
                  "conditions": {
                    "items": {
                      "$ref": "#/$defs/AudienceCondition"
                    },
                    "minItems": 1,
                    "type": "array"
                  },
                  "id": {
                    "type": "string"
                  },
                  "match": {
                    "enum": [
                      "all",
                      "any"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "match",
                  "conditions"
                ],
                "type": "object"
              },
              "AudienceDefinition": {
                "additionalProperties": false,
                "example": {
                  "groups": [
                    {
                      "conditions": [
                        {
                          "field": "subscriber_status",
                          "id": "active-status",
                          "operator": "is",
                          "value": [
                            "Active"
                          ]
                        }
                      ],
                      "id": "active-subscribers",
                      "match": "all"
                    }
                  ],
                  "match": "all"
                },
                "examples": [
                  {
                    "groups": [
                      {
                        "conditions": [
                          {
                            "field": "subscriber_status",
                            "id": "active-status",
                            "operator": "is",
                            "value": [
                              "Active"
                            ]
                          }
                        ],
                        "id": "active-subscribers",
                        "match": "all"
                      }
                    ],
                    "match": "all"
                  }
                ],
                "properties": {
                  "groups": {
                    "items": {
                      "$ref": "#/$defs/AudienceConditionGroup"
                    },
                    "type": "array"
                  },
                  "match": {
                    "enum": [
                      "all",
                      "any"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "match",
                  "groups"
                ],
                "type": "object"
              },
              "BroadcastEmailDocument": {
                "allOf": [
                  {
                    "$ref": "#/$defs/BroadcastEmailNode"
                  }
                ],
                "description": "A structured email document. The root node must use type `doc` and contain supported block nodes. For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                "example": {
                  "content": [
                    {
                      "content": [
                        {
                          "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                          "type": "text"
                        }
                      ],
                      "type": "paragraph"
                    }
                  ],
                  "type": "doc"
                },
                "examples": [
                  {
                    "content": [
                      {
                        "content": [
                          {
                            "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                            "type": "text"
                          }
                        ],
                        "type": "paragraph"
                      }
                    ],
                    "type": "doc"
                  }
                ]
              },
              "BroadcastEmailMark": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "color": {
                        "type": "string"
                      },
                      "fontSize": {
                        "type": "string"
                      },
                      "href": {
                        "type": "string"
                      }
                    },
                    "type": "object"
                  },
                  "type": {
                    "enum": [
                      "bold",
                      "italic",
                      "strike",
                      "underline",
                      "link",
                      "textStyle",
                      "highlight"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "BroadcastEmailNode": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "align": {
                        "enum": [
                          "left",
                          "center",
                          "right"
                        ],
                        "type": "string"
                      },
                      "alt": {
                        "type": "string"
                      },
                      "backgroundColor": {
                        "type": "string"
                      },
                      "backgroundImageUrl": {
                        "type": "string"
                      },
                      "blockquoteBorderColor": {
                        "type": "string"
                      },
                      "borderColor": {
                        "type": "string"
                      },
                      "borderRadius": {
                        "enum": [
                          "none",
                          "normal",
                          "small",
                          "large",
                          "full"
                        ],
                        "type": "string"
                      },
                      "borderWidth": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "caption": {
                        "type": "string"
                      },
                      "columns": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "crop": {
                        "enum": [
                          "none",
                          "square",
                          "circle"
                        ],
                        "type": "string"
                      },
                      "fillColumn": {
                        "type": "boolean"
                      },
                      "href": {
                        "type": "string"
                      },
                      "id": {
                        "type": "string"
                      },
                      "label": {
                        "type": "string"
                      },
                      "layoutAlignment": {
                        "enum": [
                          "left",
                          "center"
                        ],
                        "type": "string"
                      },
                      "level": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "linkColor": {
                        "type": "string"
                      },
                      "margin": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "padding": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "size": {
                        "enum": [
                          "small",
                          "medium",
                          "large"
                        ],
                        "type": "string"
                      },
                      "source": {
                        "enum": [
                          "unsplash"
                        ],
                        "type": "string"
                      },
                      "src": {
                        "type": "string"
                      },
                      "textAlign": {
                        "enum": [
                          "left",
                          "center",
                          "right",
                          "justify"
                        ],
                        "type": "string"
                      },
                      "textColor": {
                        "type": "string"
                      },
                      "title": {
                        "type": "string"
                      },
                      "unsplash": {
                        "additionalProperties": false,
                        "properties": {
                          "photoId": {
                            "type": "string"
                          },
                          "photographerName": {
                            "type": "string"
                          },
                          "photographerUrl": {
                            "type": "string"
                          },
                          "photographerUsername": {
                            "type": "string"
                          },
                          "unsplashUrl": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "photographerName"
                        ],
                        "type": "object"
                      },
                      "verticalAlign": {
                        "enum": [
                          "top",
                          "middle",
                          "bottom"
                        ],
                        "type": "string"
                      },
                      "width": {
                        "enum": [
                          "default",
                          "large",
                          "full",
                          "fit"
                        ],
                        "type": "string"
                      },
                      "widthPercent": {
                        "maximum": 100,
                        "minimum": 1,
                        "type": "number"
                      }
                    },
                    "type": "object"
                  },
                  "content": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailNode"
                    },
                    "type": "array"
                  },
                  "marks": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailMark"
                    },
                    "type": "array"
                  },
                  "text": {
                    "type": "string"
                  },
                  "type": {
                    "enum": [
                      "doc",
                      "paragraph",
                      "heading",
                      "text",
                      "hardBreak",
                      "bulletList",
                      "orderedList",
                      "listItem",
                      "blockquote",
                      "emailSection",
                      "emailSectionColumn",
                      "emailButton",
                      "image",
                      "horizontalRule"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "BroadcastSendProgress": {
                "properties": {
                  "accepted": {
                    "type": "integer"
                  },
                  "canceled": {
                    "type": "integer"
                  },
                  "effective_rate": {
                    "type": "number"
                  },
                  "estimated_completion": {
                    "anyOf": [
                      {
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "estimated_completion_basis": {
                    "anyOf": [
                      {
                        "description": "Whether the estimate uses only the current rate or also includes known provider quota windows.",
                        "enum": [
                          "current-rate",
                          "provider-quota"
                        ],
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "last_progress_at": {
                    "anyOf": [
                      {
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "materialized": {
                    "type": "integer"
                  },
                  "next_retry_action": {
                    "anyOf": [
                      {
                        "description": "Whether the next time is a known quota reset or another connection check.",
                        "enum": [
                          "resume",
                          "recheck"
                        ],
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "next_retry_at": {
                    "anyOf": [
                      {
                        "format": "date-time",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "pause_message": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "pause_reason": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "percent_complete": {
                    "type": "number"
                  },
                  "permanent_failed": {
                    "type": "integer"
                  },
                  "phase": {
                    "enum": [
                      "preparing",
                      "sending",
                      "paused",
                      "canceling",
                      "sent",
                      "sent_with_errors",
                      "canceled",
                      "failed"
                    ],
                    "type": "string"
                  },
                  "provider": {
                    "anyOf": [
                      {
                        "description": "The email delivery provider used by this send.",
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "provider_limited_rate": {
                    "anyOf": [
                      {
                        "type": "number"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "retrying": {
                    "type": "integer"
                  },
                  "run_id": {
                    "type": "string"
                  },
                  "selected": {
                    "type": "integer"
                  },
                  "sent": {
                    "type": "integer"
                  },
                  "skipped": {
                    "type": "integer"
                  },
                  "terminal": {
                    "type": "boolean"
                  },
                  "unknown": {
                    "type": "integer"
                  }
                },
                "required": [
                  "run_id",
                  "phase",
                  "selected",
                  "materialized",
                  "sent",
                  "accepted",
                  "skipped",
                  "retrying",
                  "permanent_failed",
                  "unknown",
                  "canceled",
                  "percent_complete",
                  "effective_rate",
                  "provider_limited_rate",
                  "provider",
                  "estimated_completion",
                  "estimated_completion_basis",
                  "last_progress_at",
                  "pause_reason",
                  "next_retry_at",
                  "next_retry_action",
                  "pause_message",
                  "terminal"
                ],
                "type": "object"
              },
              "EmailEngagementStats": {
                "additionalProperties": false,
                "properties": {
                  "bouncedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "clickedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "clickedSubscriberCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "complainedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "engagedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "openedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "recipientCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "sentCountsByDay": {
                    "additionalProperties": {
                      "minimum": 0,
                      "type": "integer"
                    },
                    "type": "object"
                  },
                  "unsubscribedCount": {
                    "minimum": 0,
                    "type": "integer"
                  }
                },
                "required": [
                  "recipientCount",
                  "openedCount",
                  "clickedCount",
                  "unsubscribedCount"
                ],
                "type": "object"
              },
              "Sequence": {
                "properties": {
                  "bounced_count": {
                    "type": "integer"
                  },
                  "click_rate": {
                    "type": "integer"
                  },
                  "complained_count": {
                    "type": "integer"
                  },
                  "connection_id": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "definition": {
                    "$ref": "#/$defs/SequenceDefinition"
                  },
                  "from_email": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "from_name": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "id": {
                    "type": "string"
                  },
                  "is_updating": {
                    "description": "True while Mailrith updates existing Subscriber progress after a structural Sequence change.",
                    "type": "boolean"
                  },
                  "name": {
                    "type": "string"
                  },
                  "open_rate": {
                    "type": "integer"
                  },
                  "reply_to_email": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "send_progress": {
                    "anyOf": [
                      {
                        "allOf": [
                          {
                            "$ref": "#/$defs/BroadcastSendProgress"
                          }
                        ]
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "status": {
                    "enum": [
                      "running",
                      "paused"
                    ],
                    "type": "string"
                  },
                  "subscriber_count": {
                    "type": "integer"
                  },
                  "track_clicks": {
                    "type": "boolean"
                  },
                  "track_opens": {
                    "type": "boolean"
                  },
                  "unsubscribed_count": {
                    "type": "integer"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "utm_campaign": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_content": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_medium": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_source": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "utm_term": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "id",
                  "name",
                  "status",
                  "is_updating",
                  "connection_id",
                  "from_name",
                  "from_email",
                  "reply_to_email",
                  "track_opens",
                  "track_clicks",
                  "utm_source",
                  "utm_medium",
                  "utm_campaign",
                  "utm_term",
                  "utm_content",
                  "definition",
                  "subscriber_count",
                  "open_rate",
                  "click_rate",
                  "unsubscribed_count",
                  "bounced_count",
                  "complained_count",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              },
              "SequenceDefinition": {
                "additionalProperties": false,
                "example": {
                  "emails": [
                    {
                      "audienceDefinition": null,
                      "audienceMode": "all",
                      "bodyDocument": {
                        "content": [
                          {
                            "content": [
                              {
                                "text": "Welcome to the newsletter.",
                                "type": "text"
                              }
                            ],
                            "type": "paragraph"
                          }
                        ],
                        "type": "doc"
                      },
                      "delayUnit": "day",
                      "delayValue": 0,
                      "id": "welcome",
                      "previewText": "Thanks for joining",
                      "sendOnWeekdays": [
                        "Mon",
                        "Tue",
                        "Wed",
                        "Thu",
                        "Fri"
                      ],
                      "status": "Published",
                      "subject": "Welcome"
                    }
                  ]
                },
                "examples": [
                  {
                    "emails": [
                      {
                        "audienceDefinition": null,
                        "audienceMode": "all",
                        "bodyDocument": {
                          "content": [
                            {
                              "content": [
                                {
                                  "text": "Welcome to the newsletter.",
                                  "type": "text"
                                }
                              ],
                              "type": "paragraph"
                            }
                          ],
                          "type": "doc"
                        },
                        "delayUnit": "day",
                        "delayValue": 0,
                        "id": "welcome",
                        "previewText": "Thanks for joining",
                        "sendOnWeekdays": [
                          "Mon",
                          "Tue",
                          "Wed",
                          "Thu",
                          "Fri"
                        ],
                        "status": "Published",
                        "subject": "Welcome"
                      }
                    ]
                  }
                ],
                "properties": {
                  "defaultTemplateId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "emails": {
                    "items": {
                      "$ref": "#/$defs/SequenceEmail"
                    },
                    "type": "array"
                  },
                  "excludeAudienceDefinition": {
                    "anyOf": [
                      {
                        "$ref": "#/$defs/AudienceDefinition"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "restartSequenceForCompletedSubscribers": {
                    "type": "boolean"
                  },
                  "sendNewEmailsToCompletedSubscribers": {
                    "type": "boolean"
                  },
                  "sendOnWeekdays": {
                    "items": {
                      "enum": [
                        "Mon",
                        "Tue",
                        "Wed",
                        "Thu",
                        "Fri",
                        "Sat",
                        "Sun"
                      ],
                      "type": "string"
                    },
                    "type": "array",
                    "uniqueItems": true
                  }
                },
                "required": [
                  "emails"
                ],
                "type": "object"
              },
              "SequenceEmail": {
                "additionalProperties": false,
                "properties": {
                  "audienceDefinition": {
                    "anyOf": [
                      {
                        "$ref": "#/$defs/AudienceDefinition"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "audienceMode": {
                    "enum": [
                      "all",
                      "include",
                      "exclude"
                    ],
                    "type": "string"
                  },
                  "body": {
                    "description": "Rendered HTML returned by Mailrith. Agents should send bodyDocument when creating or updating a Sequence.",
                    "readOnly": true,
                    "type": "string"
                  },
                  "bodyDocument": {
                    "$ref": "#/$defs/BroadcastEmailDocument"
                  },
                  "delayUnit": {
                    "enum": [
                      "minute",
                      "hour",
                      "day"
                    ],
                    "type": "string"
                  },
                  "delayValue": {
                    "minimum": 0,
                    "type": "number"
                  },
                  "id": {
                    "type": "string"
                  },
                  "previewText": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "sendOnWeekdays": {
                    "items": {
                      "enum": [
                        "Mon",
                        "Tue",
                        "Wed",
                        "Thu",
                        "Fri",
                        "Sat",
                        "Sun"
                      ],
                      "type": "string"
                    },
                    "type": "array",
                    "uniqueItems": true
                  },
                  "stats": {
                    "$ref": "#/$defs/EmailEngagementStats"
                  },
                  "status": {
                    "enum": [
                      "Draft",
                      "Published"
                    ],
                    "type": "string"
                  },
                  "subject": {
                    "description": "For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "subject",
                  "previewText",
                  "bodyDocument",
                  "status",
                  "delayValue",
                  "delayUnit",
                  "sendOnWeekdays"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "updateSequenceStatus",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/Sequence"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": true,
            "idempotentHint": true,
            "openWorldHint": true,
            "readOnlyHint": false,
            "title": "Activate or pause a sequence"
          }
        },
        {
          "name": "automations_list",
          "title": "List automations",
          "description": "Returns automations in the authenticated workspace. Permission: automations:read. Pagination: use bounded pages and returned cursors. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "additionalProperties": false,
            "properties": {
              "limit": {
                "description": "Maximum number of automations to return.",
                "maximum": 100,
                "minimum": 1,
                "type": "integer"
              },
              "search": {
                "description": "Filter Automations by name or status.",
                "maxLength": 200,
                "type": "string"
              },
              "starting_after": {
                "description": "Use the opaque cursor from the previous page to request the next page.",
                "type": "string"
              }
            },
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "AutomationSummary": {
                "additionalProperties": false,
                "properties": {
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "id": {
                    "type": "string"
                  },
                  "is_updating": {
                    "type": "boolean"
                  },
                  "name": {
                    "type": "string"
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "status": {
                    "enum": [
                      "draft",
                      "running",
                      "paused"
                    ],
                    "type": "string"
                  },
                  "subscriber_count": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "name",
                  "status",
                  "is_updating",
                  "subscriber_count",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              },
              "Pagination": {
                "properties": {
                  "has_more": {
                    "type": "boolean"
                  },
                  "next_cursor": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "has_more",
                  "next_cursor"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "listAutomations",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "items": {
                      "$ref": "#/$defs/AutomationSummary"
                    },
                    "type": "array"
                  },
                  "pagination": {
                    "$ref": "#/$defs/Pagination"
                  }
                },
                "required": [
                  "data",
                  "pagination"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "idempotentHint": true,
            "openWorldHint": false,
            "readOnlyHint": true,
            "title": "List automations"
          }
        },
        {
          "name": "automations_create",
          "title": "Create an automation",
          "description": "Creates an automation in the authenticated workspace. Effect: workspace-change. Retry with the same idempotency_key. Permission: automations:write. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "$defs": {
              "AutomationDefinition": {
                "additionalProperties": false,
                "example": {
                  "steps": [
                    {
                      "config": {
                        "bodyDocument": {
                          "content": [
                            {
                              "content": [
                                {
                                  "text": "Welcome to Mailrith.",
                                  "type": "text"
                                }
                              ],
                              "type": "paragraph"
                            }
                          ],
                          "type": "doc"
                        },
                        "previewText": "Thanks for joining",
                        "replyToEmail": "",
                        "subject": "Welcome",
                        "trackClicks": true,
                        "trackOpens": true,
                        "utmCampaign": "",
                        "utmContent": "",
                        "utmMedium": "",
                        "utmSource": "",
                        "utmTerm": ""
                      },
                      "id": "send-welcome-email",
                      "kind": "action",
                      "type": "send_email"
                    }
                  ],
                  "trigger": {
                    "tagIds": [
                      "tag_welcome"
                    ],
                    "type": "tag_added"
                  },
                  "version": 2
                },
                "examples": [
                  {
                    "steps": [
                      {
                        "config": {
                          "bodyDocument": {
                            "content": [
                              {
                                "content": [
                                  {
                                    "text": "Welcome to Mailrith.",
                                    "type": "text"
                                  }
                                ],
                                "type": "paragraph"
                              }
                            ],
                            "type": "doc"
                          },
                          "previewText": "Thanks for joining",
                          "replyToEmail": "",
                          "subject": "Welcome",
                          "trackClicks": true,
                          "trackOpens": true,
                          "utmCampaign": "",
                          "utmContent": "",
                          "utmMedium": "",
                          "utmSource": "",
                          "utmTerm": ""
                        },
                        "id": "send-welcome-email",
                        "kind": "action",
                        "type": "send_email"
                      }
                    ],
                    "trigger": {
                      "tagIds": [
                        "tag_welcome"
                      ],
                      "type": "tag_added"
                    },
                    "version": 2
                  }
                ],
                "properties": {
                  "entryPoints": {
                    "items": {
                      "$ref": "#/$defs/AutomationEntryPoint"
                    },
                    "type": "array"
                  },
                  "steps": {
                    "items": {
                      "$ref": "#/$defs/AutomationStep"
                    },
                    "maxItems": 256,
                    "type": "array"
                  },
                  "trigger": {
                    "anyOf": [
                      {
                        "$ref": "#/$defs/AutomationTrigger"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "triggers": {
                    "items": {
                      "$ref": "#/$defs/AutomationTrigger"
                    },
                    "type": "array"
                  },
                  "version": {
                    "enum": [
                      2
                    ],
                    "type": "integer"
                  }
                },
                "required": [
                  "steps"
                ],
                "type": "object"
              },
              "AutomationEntryPoint": {
                "additionalProperties": false,
                "properties": {
                  "description": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "id": {
                    "type": "string"
                  },
                  "name": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "trigger": {
                    "$ref": "#/$defs/AutomationTrigger"
                  }
                },
                "required": [
                  "id",
                  "trigger"
                ],
                "type": "object"
              },
              "AutomationPath": {
                "additionalProperties": false,
                "properties": {
                  "id": {
                    "type": "string"
                  },
                  "label": {
                    "type": "string"
                  },
                  "nextStepId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "weight": {
                    "type": [
                      "number",
                      "null"
                    ]
                  }
                },
                "required": [
                  "id",
                  "label"
                ],
                "type": "object"
              },
              "AutomationStep": {
                "additionalProperties": false,
                "properties": {
                  "branches": {
                    "additionalProperties": {
                      "type": [
                        "string",
                        "null"
                      ]
                    },
                    "type": "object"
                  },
                  "config": {
                    "$ref": "#/$defs/AutomationStepConfig"
                  },
                  "id": {
                    "type": "string"
                  },
                  "kind": {
                    "enum": [
                      "event",
                      "action",
                      "condition"
                    ],
                    "type": "string"
                  },
                  "nextStepId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "note": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "paths": {
                    "items": {
                      "$ref": "#/$defs/AutomationPath"
                    },
                    "type": "array"
                  },
                  "stats": {
                    "$ref": "#/$defs/EmailEngagementStats"
                  },
                  "type": {
                    "enum": [
                      "tag_added",
                      "tag_removed",
                      "magic_link_clicked",
                      "sequence_completed",
                      "add_tag",
                      "remove_tag",
                      "add_to_sequence",
                      "remove_from_sequence",
                      "change_subscriber_status",
                      "wait",
                      "update_custom_field",
                      "send_email",
                      "send_internal_notification",
                      "start_automation",
                      "remove_from_automation",
                      "webhook",
                      "end_automation",
                      "has_tag",
                      "custom_field_match",
                      "sequence_membership",
                      "subscriber_status",
                      "email_opened",
                      "email_clicked"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "kind",
                  "type"
                ],
                "type": "object"
              },
              "AutomationStepConfig": {
                "additionalProperties": false,
                "properties": {
                  "authType": {
                    "enum": [
                      "none",
                      "bearer"
                    ],
                    "type": "string"
                  },
                  "automationId": {
                    "type": "string"
                  },
                  "bearerToken": {
                    "type": "string",
                    "writeOnly": true
                  },
                  "bearerTokenConfigured": {
                    "description": "True when Mailrith has a saved webhook bearer token. Send this unchanged during an update to preserve the saved value. The token value is never returned.",
                    "type": "boolean"
                  },
                  "bodyDocument": {
                    "$ref": "#/$defs/BroadcastEmailDocument"
                  },
                  "customFieldId": {
                    "type": "string"
                  },
                  "date": {
                    "format": "date",
                    "type": "string"
                  },
                  "dateSource": {
                    "enum": [
                      "custom_field",
                      "fixed_date"
                    ],
                    "type": "string"
                  },
                  "durationUnit": {
                    "enum": [
                      "minute",
                      "hour",
                      "day",
                      "week"
                    ],
                    "type": "string"
                  },
                  "durationValue": {
                    "minimum": 0,
                    "type": "number"
                  },
                  "emailId": {
                    "type": "string"
                  },
                  "exitNextStepId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "headers": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "configured": {
                          "description": "True when Mailrith has a saved value for this header. Send this unchanged during an update to preserve the saved value.",
                          "type": "boolean"
                        },
                        "key": {
                          "type": "string"
                        },
                        "value": {
                          "description": "A secret header value accepted on writes and never returned.",
                          "type": "string",
                          "writeOnly": true
                        }
                      },
                      "required": [
                        "key"
                      ],
                      "type": "object"
                    },
                    "type": "array"
                  },
                  "includeCustomFields": {
                    "type": "boolean"
                  },
                  "includeSubscriber": {
                    "type": "boolean"
                  },
                  "includeTags": {
                    "type": "boolean"
                  },
                  "lookbackDays": {
                    "minimum": 1,
                    "type": "integer"
                  },
                  "magicLinkId": {
                    "type": "string"
                  },
                  "method": {
                    "enum": [
                      "POST",
                      "PUT",
                      "PATCH"
                    ],
                    "type": "string"
                  },
                  "mode": {
                    "enum": [
                      "duration",
                      "until_custom_date",
                      "until_custom_field_date"
                    ],
                    "type": "string"
                  },
                  "operation": {
                    "enum": [
                      "set",
                      "clear",
                      "increment",
                      "decrement",
                      "set_today",
                      "add_choices",
                      "remove_choices",
                      "set_true",
                      "set_false",
                      "toggle"
                    ],
                    "type": "string"
                  },
                  "operator": {
                    "enum": [
                      "equals",
                      "not_equals",
                      "contains",
                      "not_contains",
                      "starts_with",
                      "ends_with",
                      "exists",
                      "missing",
                      "greater_than",
                      "greater_than_or_equal",
                      "less_than",
                      "less_than_or_equal",
                      "on",
                      "not_on",
                      "before",
                      "on_or_before",
                      "after",
                      "on_or_after",
                      "contains_any",
                      "contains_all",
                      "does_not_contain_any",
                      "is_checked",
                      "is_not_checked"
                    ],
                    "type": "string"
                  },
                  "previewText": {
                    "type": "string"
                  },
                  "recipientEmail": {
                    "format": "email",
                    "type": "string"
                  },
                  "replyToEmail": {
                    "type": "string"
                  },
                  "sequenceId": {
                    "type": "string"
                  },
                  "status": {
                    "type": "string"
                  },
                  "statuses": {
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "subject": {
                    "description": "For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                    "type": "string"
                  },
                  "tagId": {
                    "type": "string"
                  },
                  "timeOfDay": {
                    "pattern": "^([01]\\d|2[0-3]):[0-5]\\d$",
                    "type": "string"
                  },
                  "trackClicks": {
                    "type": "boolean"
                  },
                  "trackOpens": {
                    "type": "boolean"
                  },
                  "url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "utmCampaign": {
                    "type": "string"
                  },
                  "utmContent": {
                    "type": "string"
                  },
                  "utmMedium": {
                    "type": "string"
                  },
                  "utmSource": {
                    "type": "string"
                  },
                  "utmTerm": {
                    "type": "string"
                  },
                  "value": {
                    "oneOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "number"
                      },
                      {
                        "type": "boolean"
                      },
                      {
                        "items": {
                          "type": "string"
                        },
                        "type": "array"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "waitForCompletion": {
                    "type": "boolean"
                  },
                  "waitMode": {
                    "enum": [
                      "duration",
                      "custom_date"
                    ],
                    "type": "string"
                  },
                  "waitUntilComplete": {
                    "type": "boolean"
                  }
                },
                "type": "object"
              },
              "AutomationTrigger": {
                "additionalProperties": false,
                "properties": {
                  "magicLinkId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "magicLinkIds": {
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "operator": {
                    "enum": [
                      "is",
                      "is_not"
                    ],
                    "type": "string"
                  },
                  "statuses": {
                    "items": {
                      "enum": [
                        "Active",
                        "Unconfirmed",
                        "Unsubscribed",
                        "Complained",
                        "Bounced",
                        "Blocked"
                      ],
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "tagId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "tagIds": {
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "type": {
                    "enum": [
                      "tag_added",
                      "tag_removed",
                      "magic_link_clicked",
                      "subscriber_status"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "AutomationUpsertRequest": {
                "additionalProperties": false,
                "properties": {
                  "definition": {
                    "$ref": "#/$defs/AutomationDefinition"
                  },
                  "name": {
                    "type": "string"
                  }
                },
                "required": [
                  "name",
                  "definition"
                ],
                "type": "object"
              },
              "BroadcastEmailDocument": {
                "allOf": [
                  {
                    "$ref": "#/$defs/BroadcastEmailNode"
                  }
                ],
                "description": "A structured email document. The root node must use type `doc` and contain supported block nodes. For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                "example": {
                  "content": [
                    {
                      "content": [
                        {
                          "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                          "type": "text"
                        }
                      ],
                      "type": "paragraph"
                    }
                  ],
                  "type": "doc"
                },
                "examples": [
                  {
                    "content": [
                      {
                        "content": [
                          {
                            "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                            "type": "text"
                          }
                        ],
                        "type": "paragraph"
                      }
                    ],
                    "type": "doc"
                  }
                ]
              },
              "BroadcastEmailMark": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "color": {
                        "type": "string"
                      },
                      "fontSize": {
                        "type": "string"
                      },
                      "href": {
                        "type": "string"
                      }
                    },
                    "type": "object"
                  },
                  "type": {
                    "enum": [
                      "bold",
                      "italic",
                      "strike",
                      "underline",
                      "link",
                      "textStyle",
                      "highlight"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "BroadcastEmailNode": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "align": {
                        "enum": [
                          "left",
                          "center",
                          "right"
                        ],
                        "type": "string"
                      },
                      "alt": {
                        "type": "string"
                      },
                      "backgroundColor": {
                        "type": "string"
                      },
                      "backgroundImageUrl": {
                        "type": "string"
                      },
                      "blockquoteBorderColor": {
                        "type": "string"
                      },
                      "borderColor": {
                        "type": "string"
                      },
                      "borderRadius": {
                        "enum": [
                          "none",
                          "normal",
                          "small",
                          "large",
                          "full"
                        ],
                        "type": "string"
                      },
                      "borderWidth": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "caption": {
                        "type": "string"
                      },
                      "columns": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "crop": {
                        "enum": [
                          "none",
                          "square",
                          "circle"
                        ],
                        "type": "string"
                      },
                      "fillColumn": {
                        "type": "boolean"
                      },
                      "href": {
                        "type": "string"
                      },
                      "id": {
                        "type": "string"
                      },
                      "label": {
                        "type": "string"
                      },
                      "layoutAlignment": {
                        "enum": [
                          "left",
                          "center"
                        ],
                        "type": "string"
                      },
                      "level": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "linkColor": {
                        "type": "string"
                      },
                      "margin": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "padding": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "size": {
                        "enum": [
                          "small",
                          "medium",
                          "large"
                        ],
                        "type": "string"
                      },
                      "source": {
                        "enum": [
                          "unsplash"
                        ],
                        "type": "string"
                      },
                      "src": {
                        "type": "string"
                      },
                      "textAlign": {
                        "enum": [
                          "left",
                          "center",
                          "right",
                          "justify"
                        ],
                        "type": "string"
                      },
                      "textColor": {
                        "type": "string"
                      },
                      "title": {
                        "type": "string"
                      },
                      "unsplash": {
                        "additionalProperties": false,
                        "properties": {
                          "photoId": {
                            "type": "string"
                          },
                          "photographerName": {
                            "type": "string"
                          },
                          "photographerUrl": {
                            "type": "string"
                          },
                          "photographerUsername": {
                            "type": "string"
                          },
                          "unsplashUrl": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "photographerName"
                        ],
                        "type": "object"
                      },
                      "verticalAlign": {
                        "enum": [
                          "top",
                          "middle",
                          "bottom"
                        ],
                        "type": "string"
                      },
                      "width": {
                        "enum": [
                          "default",
                          "large",
                          "full",
                          "fit"
                        ],
                        "type": "string"
                      },
                      "widthPercent": {
                        "maximum": 100,
                        "minimum": 1,
                        "type": "number"
                      }
                    },
                    "type": "object"
                  },
                  "content": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailNode"
                    },
                    "type": "array"
                  },
                  "marks": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailMark"
                    },
                    "type": "array"
                  },
                  "text": {
                    "type": "string"
                  },
                  "type": {
                    "enum": [
                      "doc",
                      "paragraph",
                      "heading",
                      "text",
                      "hardBreak",
                      "bulletList",
                      "orderedList",
                      "listItem",
                      "blockquote",
                      "emailSection",
                      "emailSectionColumn",
                      "emailButton",
                      "image",
                      "horizontalRule"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "EmailEngagementStats": {
                "additionalProperties": false,
                "properties": {
                  "bouncedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "clickedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "clickedSubscriberCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "complainedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "engagedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "openedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "recipientCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "sentCountsByDay": {
                    "additionalProperties": {
                      "minimum": 0,
                      "type": "integer"
                    },
                    "type": "object"
                  },
                  "unsubscribedCount": {
                    "minimum": 0,
                    "type": "integer"
                  }
                },
                "required": [
                  "recipientCount",
                  "openedCount",
                  "clickedCount",
                  "unsubscribedCount"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "properties": {
              "body": {
                "$ref": "#/$defs/AutomationUpsertRequest",
                "description": "The exact JSON request body defined by the Mailrith public API contract.",
                "type": "object"
              },
              "idempotency_key": {
                "description": "Optional idempotency key to retry the request safely. It must not exceed 256 UTF-8 bytes.",
                "maxLength": 256,
                "type": "string"
              }
            },
            "required": [
              "body"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "Automation": {
                "properties": {
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "definition": {
                    "$ref": "#/$defs/AutomationDefinition"
                  },
                  "id": {
                    "type": "string"
                  },
                  "is_updating": {
                    "description": "True while Mailrith updates existing Subscriber progress after a structural Automation change.",
                    "type": "boolean"
                  },
                  "name": {
                    "type": "string"
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "status": {
                    "enum": [
                      "draft",
                      "running",
                      "paused"
                    ],
                    "type": "string"
                  },
                  "subscriber_count": {
                    "type": "integer"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "name",
                  "status",
                  "is_updating",
                  "definition",
                  "subscriber_count",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              },
              "AutomationDefinition": {
                "additionalProperties": false,
                "example": {
                  "steps": [
                    {
                      "config": {
                        "bodyDocument": {
                          "content": [
                            {
                              "content": [
                                {
                                  "text": "Welcome to Mailrith.",
                                  "type": "text"
                                }
                              ],
                              "type": "paragraph"
                            }
                          ],
                          "type": "doc"
                        },
                        "previewText": "Thanks for joining",
                        "replyToEmail": "",
                        "subject": "Welcome",
                        "trackClicks": true,
                        "trackOpens": true,
                        "utmCampaign": "",
                        "utmContent": "",
                        "utmMedium": "",
                        "utmSource": "",
                        "utmTerm": ""
                      },
                      "id": "send-welcome-email",
                      "kind": "action",
                      "type": "send_email"
                    }
                  ],
                  "trigger": {
                    "tagIds": [
                      "tag_welcome"
                    ],
                    "type": "tag_added"
                  },
                  "version": 2
                },
                "examples": [
                  {
                    "steps": [
                      {
                        "config": {
                          "bodyDocument": {
                            "content": [
                              {
                                "content": [
                                  {
                                    "text": "Welcome to Mailrith.",
                                    "type": "text"
                                  }
                                ],
                                "type": "paragraph"
                              }
                            ],
                            "type": "doc"
                          },
                          "previewText": "Thanks for joining",
                          "replyToEmail": "",
                          "subject": "Welcome",
                          "trackClicks": true,
                          "trackOpens": true,
                          "utmCampaign": "",
                          "utmContent": "",
                          "utmMedium": "",
                          "utmSource": "",
                          "utmTerm": ""
                        },
                        "id": "send-welcome-email",
                        "kind": "action",
                        "type": "send_email"
                      }
                    ],
                    "trigger": {
                      "tagIds": [
                        "tag_welcome"
                      ],
                      "type": "tag_added"
                    },
                    "version": 2
                  }
                ],
                "properties": {
                  "entryPoints": {
                    "items": {
                      "$ref": "#/$defs/AutomationEntryPoint"
                    },
                    "type": "array"
                  },
                  "steps": {
                    "items": {
                      "$ref": "#/$defs/AutomationStep"
                    },
                    "maxItems": 256,
                    "type": "array"
                  },
                  "trigger": {
                    "anyOf": [
                      {
                        "$ref": "#/$defs/AutomationTrigger"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "triggers": {
                    "items": {
                      "$ref": "#/$defs/AutomationTrigger"
                    },
                    "type": "array"
                  },
                  "version": {
                    "enum": [
                      2
                    ],
                    "type": "integer"
                  }
                },
                "required": [
                  "steps"
                ],
                "type": "object"
              },
              "AutomationEntryPoint": {
                "additionalProperties": false,
                "properties": {
                  "description": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "id": {
                    "type": "string"
                  },
                  "name": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "trigger": {
                    "$ref": "#/$defs/AutomationTrigger"
                  }
                },
                "required": [
                  "id",
                  "trigger"
                ],
                "type": "object"
              },
              "AutomationPath": {
                "additionalProperties": false,
                "properties": {
                  "id": {
                    "type": "string"
                  },
                  "label": {
                    "type": "string"
                  },
                  "nextStepId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "weight": {
                    "type": [
                      "number",
                      "null"
                    ]
                  }
                },
                "required": [
                  "id",
                  "label"
                ],
                "type": "object"
              },
              "AutomationStep": {
                "additionalProperties": false,
                "properties": {
                  "branches": {
                    "additionalProperties": {
                      "type": [
                        "string",
                        "null"
                      ]
                    },
                    "type": "object"
                  },
                  "config": {
                    "$ref": "#/$defs/AutomationStepConfig"
                  },
                  "id": {
                    "type": "string"
                  },
                  "kind": {
                    "enum": [
                      "event",
                      "action",
                      "condition"
                    ],
                    "type": "string"
                  },
                  "nextStepId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "note": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "paths": {
                    "items": {
                      "$ref": "#/$defs/AutomationPath"
                    },
                    "type": "array"
                  },
                  "stats": {
                    "$ref": "#/$defs/EmailEngagementStats"
                  },
                  "type": {
                    "enum": [
                      "tag_added",
                      "tag_removed",
                      "magic_link_clicked",
                      "sequence_completed",
                      "add_tag",
                      "remove_tag",
                      "add_to_sequence",
                      "remove_from_sequence",
                      "change_subscriber_status",
                      "wait",
                      "update_custom_field",
                      "send_email",
                      "send_internal_notification",
                      "start_automation",
                      "remove_from_automation",
                      "webhook",
                      "end_automation",
                      "has_tag",
                      "custom_field_match",
                      "sequence_membership",
                      "subscriber_status",
                      "email_opened",
                      "email_clicked"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "kind",
                  "type"
                ],
                "type": "object"
              },
              "AutomationStepConfig": {
                "additionalProperties": false,
                "properties": {
                  "authType": {
                    "enum": [
                      "none",
                      "bearer"
                    ],
                    "type": "string"
                  },
                  "automationId": {
                    "type": "string"
                  },
                  "bearerTokenConfigured": {
                    "description": "True when Mailrith has a saved webhook bearer token. Send this unchanged during an update to preserve the saved value. The token value is never returned.",
                    "type": "boolean"
                  },
                  "bodyDocument": {
                    "$ref": "#/$defs/BroadcastEmailDocument"
                  },
                  "customFieldId": {
                    "type": "string"
                  },
                  "date": {
                    "format": "date",
                    "type": "string"
                  },
                  "dateSource": {
                    "enum": [
                      "custom_field",
                      "fixed_date"
                    ],
                    "type": "string"
                  },
                  "durationUnit": {
                    "enum": [
                      "minute",
                      "hour",
                      "day",
                      "week"
                    ],
                    "type": "string"
                  },
                  "durationValue": {
                    "minimum": 0,
                    "type": "number"
                  },
                  "emailId": {
                    "type": "string"
                  },
                  "exitNextStepId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "headers": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "configured": {
                          "description": "True when Mailrith has a saved value for this header. Send this unchanged during an update to preserve the saved value.",
                          "type": "boolean"
                        },
                        "key": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "key"
                      ],
                      "type": "object"
                    },
                    "type": "array"
                  },
                  "includeCustomFields": {
                    "type": "boolean"
                  },
                  "includeSubscriber": {
                    "type": "boolean"
                  },
                  "includeTags": {
                    "type": "boolean"
                  },
                  "lookbackDays": {
                    "minimum": 1,
                    "type": "integer"
                  },
                  "magicLinkId": {
                    "type": "string"
                  },
                  "method": {
                    "enum": [
                      "POST",
                      "PUT",
                      "PATCH"
                    ],
                    "type": "string"
                  },
                  "mode": {
                    "enum": [
                      "duration",
                      "until_custom_date",
                      "until_custom_field_date"
                    ],
                    "type": "string"
                  },
                  "operation": {
                    "enum": [
                      "set",
                      "clear",
                      "increment",
                      "decrement",
                      "set_today",
                      "add_choices",
                      "remove_choices",
                      "set_true",
                      "set_false",
                      "toggle"
                    ],
                    "type": "string"
                  },
                  "operator": {
                    "enum": [
                      "equals",
                      "not_equals",
                      "contains",
                      "not_contains",
                      "starts_with",
                      "ends_with",
                      "exists",
                      "missing",
                      "greater_than",
                      "greater_than_or_equal",
                      "less_than",
                      "less_than_or_equal",
                      "on",
                      "not_on",
                      "before",
                      "on_or_before",
                      "after",
                      "on_or_after",
                      "contains_any",
                      "contains_all",
                      "does_not_contain_any",
                      "is_checked",
                      "is_not_checked"
                    ],
                    "type": "string"
                  },
                  "previewText": {
                    "type": "string"
                  },
                  "recipientEmail": {
                    "format": "email",
                    "type": "string"
                  },
                  "replyToEmail": {
                    "type": "string"
                  },
                  "sequenceId": {
                    "type": "string"
                  },
                  "status": {
                    "type": "string"
                  },
                  "statuses": {
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "subject": {
                    "description": "For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                    "type": "string"
                  },
                  "tagId": {
                    "type": "string"
                  },
                  "timeOfDay": {
                    "pattern": "^([01]\\d|2[0-3]):[0-5]\\d$",
                    "type": "string"
                  },
                  "trackClicks": {
                    "type": "boolean"
                  },
                  "trackOpens": {
                    "type": "boolean"
                  },
                  "url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "utmCampaign": {
                    "type": "string"
                  },
                  "utmContent": {
                    "type": "string"
                  },
                  "utmMedium": {
                    "type": "string"
                  },
                  "utmSource": {
                    "type": "string"
                  },
                  "utmTerm": {
                    "type": "string"
                  },
                  "value": {
                    "oneOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "number"
                      },
                      {
                        "type": "boolean"
                      },
                      {
                        "items": {
                          "type": "string"
                        },
                        "type": "array"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "waitForCompletion": {
                    "type": "boolean"
                  },
                  "waitMode": {
                    "enum": [
                      "duration",
                      "custom_date"
                    ],
                    "type": "string"
                  },
                  "waitUntilComplete": {
                    "type": "boolean"
                  }
                },
                "type": "object"
              },
              "AutomationTrigger": {
                "additionalProperties": false,
                "properties": {
                  "magicLinkId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "magicLinkIds": {
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "operator": {
                    "enum": [
                      "is",
                      "is_not"
                    ],
                    "type": "string"
                  },
                  "statuses": {
                    "items": {
                      "enum": [
                        "Active",
                        "Unconfirmed",
                        "Unsubscribed",
                        "Complained",
                        "Bounced",
                        "Blocked"
                      ],
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "tagId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "tagIds": {
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "type": {
                    "enum": [
                      "tag_added",
                      "tag_removed",
                      "magic_link_clicked",
                      "subscriber_status"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "BroadcastEmailDocument": {
                "allOf": [
                  {
                    "$ref": "#/$defs/BroadcastEmailNode"
                  }
                ],
                "description": "A structured email document. The root node must use type `doc` and contain supported block nodes. For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                "example": {
                  "content": [
                    {
                      "content": [
                        {
                          "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                          "type": "text"
                        }
                      ],
                      "type": "paragraph"
                    }
                  ],
                  "type": "doc"
                },
                "examples": [
                  {
                    "content": [
                      {
                        "content": [
                          {
                            "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                            "type": "text"
                          }
                        ],
                        "type": "paragraph"
                      }
                    ],
                    "type": "doc"
                  }
                ]
              },
              "BroadcastEmailMark": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "color": {
                        "type": "string"
                      },
                      "fontSize": {
                        "type": "string"
                      },
                      "href": {
                        "type": "string"
                      }
                    },
                    "type": "object"
                  },
                  "type": {
                    "enum": [
                      "bold",
                      "italic",
                      "strike",
                      "underline",
                      "link",
                      "textStyle",
                      "highlight"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "BroadcastEmailNode": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "align": {
                        "enum": [
                          "left",
                          "center",
                          "right"
                        ],
                        "type": "string"
                      },
                      "alt": {
                        "type": "string"
                      },
                      "backgroundColor": {
                        "type": "string"
                      },
                      "backgroundImageUrl": {
                        "type": "string"
                      },
                      "blockquoteBorderColor": {
                        "type": "string"
                      },
                      "borderColor": {
                        "type": "string"
                      },
                      "borderRadius": {
                        "enum": [
                          "none",
                          "normal",
                          "small",
                          "large",
                          "full"
                        ],
                        "type": "string"
                      },
                      "borderWidth": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "caption": {
                        "type": "string"
                      },
                      "columns": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "crop": {
                        "enum": [
                          "none",
                          "square",
                          "circle"
                        ],
                        "type": "string"
                      },
                      "fillColumn": {
                        "type": "boolean"
                      },
                      "href": {
                        "type": "string"
                      },
                      "id": {
                        "type": "string"
                      },
                      "label": {
                        "type": "string"
                      },
                      "layoutAlignment": {
                        "enum": [
                          "left",
                          "center"
                        ],
                        "type": "string"
                      },
                      "level": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "linkColor": {
                        "type": "string"
                      },
                      "margin": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "padding": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "size": {
                        "enum": [
                          "small",
                          "medium",
                          "large"
                        ],
                        "type": "string"
                      },
                      "source": {
                        "enum": [
                          "unsplash"
                        ],
                        "type": "string"
                      },
                      "src": {
                        "type": "string"
                      },
                      "textAlign": {
                        "enum": [
                          "left",
                          "center",
                          "right",
                          "justify"
                        ],
                        "type": "string"
                      },
                      "textColor": {
                        "type": "string"
                      },
                      "title": {
                        "type": "string"
                      },
                      "unsplash": {
                        "additionalProperties": false,
                        "properties": {
                          "photoId": {
                            "type": "string"
                          },
                          "photographerName": {
                            "type": "string"
                          },
                          "photographerUrl": {
                            "type": "string"
                          },
                          "photographerUsername": {
                            "type": "string"
                          },
                          "unsplashUrl": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "photographerName"
                        ],
                        "type": "object"
                      },
                      "verticalAlign": {
                        "enum": [
                          "top",
                          "middle",
                          "bottom"
                        ],
                        "type": "string"
                      },
                      "width": {
                        "enum": [
                          "default",
                          "large",
                          "full",
                          "fit"
                        ],
                        "type": "string"
                      },
                      "widthPercent": {
                        "maximum": 100,
                        "minimum": 1,
                        "type": "number"
                      }
                    },
                    "type": "object"
                  },
                  "content": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailNode"
                    },
                    "type": "array"
                  },
                  "marks": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailMark"
                    },
                    "type": "array"
                  },
                  "text": {
                    "type": "string"
                  },
                  "type": {
                    "enum": [
                      "doc",
                      "paragraph",
                      "heading",
                      "text",
                      "hardBreak",
                      "bulletList",
                      "orderedList",
                      "listItem",
                      "blockquote",
                      "emailSection",
                      "emailSectionColumn",
                      "emailButton",
                      "image",
                      "horizontalRule"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "EmailEngagementStats": {
                "additionalProperties": false,
                "properties": {
                  "bouncedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "clickedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "clickedSubscriberCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "complainedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "engagedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "openedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "recipientCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "sentCountsByDay": {
                    "additionalProperties": {
                      "minimum": 0,
                      "type": "integer"
                    },
                    "type": "object"
                  },
                  "unsubscribedCount": {
                    "minimum": 0,
                    "type": "integer"
                  }
                },
                "required": [
                  "recipientCount",
                  "openedCount",
                  "clickedCount",
                  "unsubscribedCount"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "createAutomation",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/Automation"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "idempotentHint": false,
            "openWorldHint": false,
            "readOnlyHint": false,
            "title": "Create an automation"
          }
        },
        {
          "name": "automations_get",
          "title": "Get an automation",
          "description": "Returns one automation from the authenticated workspace. Permission: automations:read. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "additionalProperties": false,
            "properties": {
              "automation_id": {
                "description": "The automation identifier.",
                "type": "string"
              }
            },
            "required": [
              "automation_id"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "Automation": {
                "properties": {
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "definition": {
                    "$ref": "#/$defs/AutomationDefinition"
                  },
                  "id": {
                    "type": "string"
                  },
                  "is_updating": {
                    "description": "True while Mailrith updates existing Subscriber progress after a structural Automation change.",
                    "type": "boolean"
                  },
                  "name": {
                    "type": "string"
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "status": {
                    "enum": [
                      "draft",
                      "running",
                      "paused"
                    ],
                    "type": "string"
                  },
                  "subscriber_count": {
                    "type": "integer"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "name",
                  "status",
                  "is_updating",
                  "definition",
                  "subscriber_count",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              },
              "AutomationDefinition": {
                "additionalProperties": false,
                "example": {
                  "steps": [
                    {
                      "config": {
                        "bodyDocument": {
                          "content": [
                            {
                              "content": [
                                {
                                  "text": "Welcome to Mailrith.",
                                  "type": "text"
                                }
                              ],
                              "type": "paragraph"
                            }
                          ],
                          "type": "doc"
                        },
                        "previewText": "Thanks for joining",
                        "replyToEmail": "",
                        "subject": "Welcome",
                        "trackClicks": true,
                        "trackOpens": true,
                        "utmCampaign": "",
                        "utmContent": "",
                        "utmMedium": "",
                        "utmSource": "",
                        "utmTerm": ""
                      },
                      "id": "send-welcome-email",
                      "kind": "action",
                      "type": "send_email"
                    }
                  ],
                  "trigger": {
                    "tagIds": [
                      "tag_welcome"
                    ],
                    "type": "tag_added"
                  },
                  "version": 2
                },
                "examples": [
                  {
                    "steps": [
                      {
                        "config": {
                          "bodyDocument": {
                            "content": [
                              {
                                "content": [
                                  {
                                    "text": "Welcome to Mailrith.",
                                    "type": "text"
                                  }
                                ],
                                "type": "paragraph"
                              }
                            ],
                            "type": "doc"
                          },
                          "previewText": "Thanks for joining",
                          "replyToEmail": "",
                          "subject": "Welcome",
                          "trackClicks": true,
                          "trackOpens": true,
                          "utmCampaign": "",
                          "utmContent": "",
                          "utmMedium": "",
                          "utmSource": "",
                          "utmTerm": ""
                        },
                        "id": "send-welcome-email",
                        "kind": "action",
                        "type": "send_email"
                      }
                    ],
                    "trigger": {
                      "tagIds": [
                        "tag_welcome"
                      ],
                      "type": "tag_added"
                    },
                    "version": 2
                  }
                ],
                "properties": {
                  "entryPoints": {
                    "items": {
                      "$ref": "#/$defs/AutomationEntryPoint"
                    },
                    "type": "array"
                  },
                  "steps": {
                    "items": {
                      "$ref": "#/$defs/AutomationStep"
                    },
                    "maxItems": 256,
                    "type": "array"
                  },
                  "trigger": {
                    "anyOf": [
                      {
                        "$ref": "#/$defs/AutomationTrigger"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "triggers": {
                    "items": {
                      "$ref": "#/$defs/AutomationTrigger"
                    },
                    "type": "array"
                  },
                  "version": {
                    "enum": [
                      2
                    ],
                    "type": "integer"
                  }
                },
                "required": [
                  "steps"
                ],
                "type": "object"
              },
              "AutomationEntryPoint": {
                "additionalProperties": false,
                "properties": {
                  "description": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "id": {
                    "type": "string"
                  },
                  "name": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "trigger": {
                    "$ref": "#/$defs/AutomationTrigger"
                  }
                },
                "required": [
                  "id",
                  "trigger"
                ],
                "type": "object"
              },
              "AutomationPath": {
                "additionalProperties": false,
                "properties": {
                  "id": {
                    "type": "string"
                  },
                  "label": {
                    "type": "string"
                  },
                  "nextStepId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "weight": {
                    "type": [
                      "number",
                      "null"
                    ]
                  }
                },
                "required": [
                  "id",
                  "label"
                ],
                "type": "object"
              },
              "AutomationStep": {
                "additionalProperties": false,
                "properties": {
                  "branches": {
                    "additionalProperties": {
                      "type": [
                        "string",
                        "null"
                      ]
                    },
                    "type": "object"
                  },
                  "config": {
                    "$ref": "#/$defs/AutomationStepConfig"
                  },
                  "id": {
                    "type": "string"
                  },
                  "kind": {
                    "enum": [
                      "event",
                      "action",
                      "condition"
                    ],
                    "type": "string"
                  },
                  "nextStepId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "note": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "paths": {
                    "items": {
                      "$ref": "#/$defs/AutomationPath"
                    },
                    "type": "array"
                  },
                  "stats": {
                    "$ref": "#/$defs/EmailEngagementStats"
                  },
                  "type": {
                    "enum": [
                      "tag_added",
                      "tag_removed",
                      "magic_link_clicked",
                      "sequence_completed",
                      "add_tag",
                      "remove_tag",
                      "add_to_sequence",
                      "remove_from_sequence",
                      "change_subscriber_status",
                      "wait",
                      "update_custom_field",
                      "send_email",
                      "send_internal_notification",
                      "start_automation",
                      "remove_from_automation",
                      "webhook",
                      "end_automation",
                      "has_tag",
                      "custom_field_match",
                      "sequence_membership",
                      "subscriber_status",
                      "email_opened",
                      "email_clicked"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "kind",
                  "type"
                ],
                "type": "object"
              },
              "AutomationStepConfig": {
                "additionalProperties": false,
                "properties": {
                  "authType": {
                    "enum": [
                      "none",
                      "bearer"
                    ],
                    "type": "string"
                  },
                  "automationId": {
                    "type": "string"
                  },
                  "bearerTokenConfigured": {
                    "description": "True when Mailrith has a saved webhook bearer token. Send this unchanged during an update to preserve the saved value. The token value is never returned.",
                    "type": "boolean"
                  },
                  "bodyDocument": {
                    "$ref": "#/$defs/BroadcastEmailDocument"
                  },
                  "customFieldId": {
                    "type": "string"
                  },
                  "date": {
                    "format": "date",
                    "type": "string"
                  },
                  "dateSource": {
                    "enum": [
                      "custom_field",
                      "fixed_date"
                    ],
                    "type": "string"
                  },
                  "durationUnit": {
                    "enum": [
                      "minute",
                      "hour",
                      "day",
                      "week"
                    ],
                    "type": "string"
                  },
                  "durationValue": {
                    "minimum": 0,
                    "type": "number"
                  },
                  "emailId": {
                    "type": "string"
                  },
                  "exitNextStepId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "headers": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "configured": {
                          "description": "True when Mailrith has a saved value for this header. Send this unchanged during an update to preserve the saved value.",
                          "type": "boolean"
                        },
                        "key": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "key"
                      ],
                      "type": "object"
                    },
                    "type": "array"
                  },
                  "includeCustomFields": {
                    "type": "boolean"
                  },
                  "includeSubscriber": {
                    "type": "boolean"
                  },
                  "includeTags": {
                    "type": "boolean"
                  },
                  "lookbackDays": {
                    "minimum": 1,
                    "type": "integer"
                  },
                  "magicLinkId": {
                    "type": "string"
                  },
                  "method": {
                    "enum": [
                      "POST",
                      "PUT",
                      "PATCH"
                    ],
                    "type": "string"
                  },
                  "mode": {
                    "enum": [
                      "duration",
                      "until_custom_date",
                      "until_custom_field_date"
                    ],
                    "type": "string"
                  },
                  "operation": {
                    "enum": [
                      "set",
                      "clear",
                      "increment",
                      "decrement",
                      "set_today",
                      "add_choices",
                      "remove_choices",
                      "set_true",
                      "set_false",
                      "toggle"
                    ],
                    "type": "string"
                  },
                  "operator": {
                    "enum": [
                      "equals",
                      "not_equals",
                      "contains",
                      "not_contains",
                      "starts_with",
                      "ends_with",
                      "exists",
                      "missing",
                      "greater_than",
                      "greater_than_or_equal",
                      "less_than",
                      "less_than_or_equal",
                      "on",
                      "not_on",
                      "before",
                      "on_or_before",
                      "after",
                      "on_or_after",
                      "contains_any",
                      "contains_all",
                      "does_not_contain_any",
                      "is_checked",
                      "is_not_checked"
                    ],
                    "type": "string"
                  },
                  "previewText": {
                    "type": "string"
                  },
                  "recipientEmail": {
                    "format": "email",
                    "type": "string"
                  },
                  "replyToEmail": {
                    "type": "string"
                  },
                  "sequenceId": {
                    "type": "string"
                  },
                  "status": {
                    "type": "string"
                  },
                  "statuses": {
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "subject": {
                    "description": "For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                    "type": "string"
                  },
                  "tagId": {
                    "type": "string"
                  },
                  "timeOfDay": {
                    "pattern": "^([01]\\d|2[0-3]):[0-5]\\d$",
                    "type": "string"
                  },
                  "trackClicks": {
                    "type": "boolean"
                  },
                  "trackOpens": {
                    "type": "boolean"
                  },
                  "url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "utmCampaign": {
                    "type": "string"
                  },
                  "utmContent": {
                    "type": "string"
                  },
                  "utmMedium": {
                    "type": "string"
                  },
                  "utmSource": {
                    "type": "string"
                  },
                  "utmTerm": {
                    "type": "string"
                  },
                  "value": {
                    "oneOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "number"
                      },
                      {
                        "type": "boolean"
                      },
                      {
                        "items": {
                          "type": "string"
                        },
                        "type": "array"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "waitForCompletion": {
                    "type": "boolean"
                  },
                  "waitMode": {
                    "enum": [
                      "duration",
                      "custom_date"
                    ],
                    "type": "string"
                  },
                  "waitUntilComplete": {
                    "type": "boolean"
                  }
                },
                "type": "object"
              },
              "AutomationTrigger": {
                "additionalProperties": false,
                "properties": {
                  "magicLinkId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "magicLinkIds": {
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "operator": {
                    "enum": [
                      "is",
                      "is_not"
                    ],
                    "type": "string"
                  },
                  "statuses": {
                    "items": {
                      "enum": [
                        "Active",
                        "Unconfirmed",
                        "Unsubscribed",
                        "Complained",
                        "Bounced",
                        "Blocked"
                      ],
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "tagId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "tagIds": {
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "type": {
                    "enum": [
                      "tag_added",
                      "tag_removed",
                      "magic_link_clicked",
                      "subscriber_status"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "BroadcastEmailDocument": {
                "allOf": [
                  {
                    "$ref": "#/$defs/BroadcastEmailNode"
                  }
                ],
                "description": "A structured email document. The root node must use type `doc` and contain supported block nodes. For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                "example": {
                  "content": [
                    {
                      "content": [
                        {
                          "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                          "type": "text"
                        }
                      ],
                      "type": "paragraph"
                    }
                  ],
                  "type": "doc"
                },
                "examples": [
                  {
                    "content": [
                      {
                        "content": [
                          {
                            "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                            "type": "text"
                          }
                        ],
                        "type": "paragraph"
                      }
                    ],
                    "type": "doc"
                  }
                ]
              },
              "BroadcastEmailMark": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "color": {
                        "type": "string"
                      },
                      "fontSize": {
                        "type": "string"
                      },
                      "href": {
                        "type": "string"
                      }
                    },
                    "type": "object"
                  },
                  "type": {
                    "enum": [
                      "bold",
                      "italic",
                      "strike",
                      "underline",
                      "link",
                      "textStyle",
                      "highlight"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "BroadcastEmailNode": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "align": {
                        "enum": [
                          "left",
                          "center",
                          "right"
                        ],
                        "type": "string"
                      },
                      "alt": {
                        "type": "string"
                      },
                      "backgroundColor": {
                        "type": "string"
                      },
                      "backgroundImageUrl": {
                        "type": "string"
                      },
                      "blockquoteBorderColor": {
                        "type": "string"
                      },
                      "borderColor": {
                        "type": "string"
                      },
                      "borderRadius": {
                        "enum": [
                          "none",
                          "normal",
                          "small",
                          "large",
                          "full"
                        ],
                        "type": "string"
                      },
                      "borderWidth": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "caption": {
                        "type": "string"
                      },
                      "columns": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "crop": {
                        "enum": [
                          "none",
                          "square",
                          "circle"
                        ],
                        "type": "string"
                      },
                      "fillColumn": {
                        "type": "boolean"
                      },
                      "href": {
                        "type": "string"
                      },
                      "id": {
                        "type": "string"
                      },
                      "label": {
                        "type": "string"
                      },
                      "layoutAlignment": {
                        "enum": [
                          "left",
                          "center"
                        ],
                        "type": "string"
                      },
                      "level": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "linkColor": {
                        "type": "string"
                      },
                      "margin": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "padding": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "size": {
                        "enum": [
                          "small",
                          "medium",
                          "large"
                        ],
                        "type": "string"
                      },
                      "source": {
                        "enum": [
                          "unsplash"
                        ],
                        "type": "string"
                      },
                      "src": {
                        "type": "string"
                      },
                      "textAlign": {
                        "enum": [
                          "left",
                          "center",
                          "right",
                          "justify"
                        ],
                        "type": "string"
                      },
                      "textColor": {
                        "type": "string"
                      },
                      "title": {
                        "type": "string"
                      },
                      "unsplash": {
                        "additionalProperties": false,
                        "properties": {
                          "photoId": {
                            "type": "string"
                          },
                          "photographerName": {
                            "type": "string"
                          },
                          "photographerUrl": {
                            "type": "string"
                          },
                          "photographerUsername": {
                            "type": "string"
                          },
                          "unsplashUrl": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "photographerName"
                        ],
                        "type": "object"
                      },
                      "verticalAlign": {
                        "enum": [
                          "top",
                          "middle",
                          "bottom"
                        ],
                        "type": "string"
                      },
                      "width": {
                        "enum": [
                          "default",
                          "large",
                          "full",
                          "fit"
                        ],
                        "type": "string"
                      },
                      "widthPercent": {
                        "maximum": 100,
                        "minimum": 1,
                        "type": "number"
                      }
                    },
                    "type": "object"
                  },
                  "content": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailNode"
                    },
                    "type": "array"
                  },
                  "marks": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailMark"
                    },
                    "type": "array"
                  },
                  "text": {
                    "type": "string"
                  },
                  "type": {
                    "enum": [
                      "doc",
                      "paragraph",
                      "heading",
                      "text",
                      "hardBreak",
                      "bulletList",
                      "orderedList",
                      "listItem",
                      "blockquote",
                      "emailSection",
                      "emailSectionColumn",
                      "emailButton",
                      "image",
                      "horizontalRule"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "EmailEngagementStats": {
                "additionalProperties": false,
                "properties": {
                  "bouncedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "clickedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "clickedSubscriberCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "complainedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "engagedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "openedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "recipientCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "sentCountsByDay": {
                    "additionalProperties": {
                      "minimum": 0,
                      "type": "integer"
                    },
                    "type": "object"
                  },
                  "unsubscribedCount": {
                    "minimum": 0,
                    "type": "integer"
                  }
                },
                "required": [
                  "recipientCount",
                  "openedCount",
                  "clickedCount",
                  "unsubscribedCount"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "getAutomation",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/Automation"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "idempotentHint": true,
            "openWorldHint": false,
            "readOnlyHint": true,
            "title": "Get an automation"
          }
        },
        {
          "name": "automations_update",
          "title": "Update an automation",
          "description": "Updates an existing draft or paused Automation. Before changing a running Automation, read it by ID, retain its status in the current task only, pause it, apply the update, and use bounded direct item reads until is_updating is false. Run preflight, return it to running only if it was running before and preflight passes, and verify the final status. If the update fails before changing the Automation, restore its prior running status when preflight passes. If readiness or the prior status cannot be restored, leave it paused and immediately report the failure; never activate an Automation that was not already running. Effect: workspace-change. Retry after reading the current resource state. Permission: automations:write. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "$defs": {
              "AutomationDefinition": {
                "additionalProperties": false,
                "example": {
                  "steps": [
                    {
                      "config": {
                        "bodyDocument": {
                          "content": [
                            {
                              "content": [
                                {
                                  "text": "Welcome to Mailrith.",
                                  "type": "text"
                                }
                              ],
                              "type": "paragraph"
                            }
                          ],
                          "type": "doc"
                        },
                        "previewText": "Thanks for joining",
                        "replyToEmail": "",
                        "subject": "Welcome",
                        "trackClicks": true,
                        "trackOpens": true,
                        "utmCampaign": "",
                        "utmContent": "",
                        "utmMedium": "",
                        "utmSource": "",
                        "utmTerm": ""
                      },
                      "id": "send-welcome-email",
                      "kind": "action",
                      "type": "send_email"
                    }
                  ],
                  "trigger": {
                    "tagIds": [
                      "tag_welcome"
                    ],
                    "type": "tag_added"
                  },
                  "version": 2
                },
                "examples": [
                  {
                    "steps": [
                      {
                        "config": {
                          "bodyDocument": {
                            "content": [
                              {
                                "content": [
                                  {
                                    "text": "Welcome to Mailrith.",
                                    "type": "text"
                                  }
                                ],
                                "type": "paragraph"
                              }
                            ],
                            "type": "doc"
                          },
                          "previewText": "Thanks for joining",
                          "replyToEmail": "",
                          "subject": "Welcome",
                          "trackClicks": true,
                          "trackOpens": true,
                          "utmCampaign": "",
                          "utmContent": "",
                          "utmMedium": "",
                          "utmSource": "",
                          "utmTerm": ""
                        },
                        "id": "send-welcome-email",
                        "kind": "action",
                        "type": "send_email"
                      }
                    ],
                    "trigger": {
                      "tagIds": [
                        "tag_welcome"
                      ],
                      "type": "tag_added"
                    },
                    "version": 2
                  }
                ],
                "properties": {
                  "entryPoints": {
                    "items": {
                      "$ref": "#/$defs/AutomationEntryPoint"
                    },
                    "type": "array"
                  },
                  "steps": {
                    "items": {
                      "$ref": "#/$defs/AutomationStep"
                    },
                    "maxItems": 256,
                    "type": "array"
                  },
                  "trigger": {
                    "anyOf": [
                      {
                        "$ref": "#/$defs/AutomationTrigger"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "triggers": {
                    "items": {
                      "$ref": "#/$defs/AutomationTrigger"
                    },
                    "type": "array"
                  },
                  "version": {
                    "enum": [
                      2
                    ],
                    "type": "integer"
                  }
                },
                "required": [
                  "steps"
                ],
                "type": "object"
              },
              "AutomationEntryPoint": {
                "additionalProperties": false,
                "properties": {
                  "description": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "id": {
                    "type": "string"
                  },
                  "name": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "trigger": {
                    "$ref": "#/$defs/AutomationTrigger"
                  }
                },
                "required": [
                  "id",
                  "trigger"
                ],
                "type": "object"
              },
              "AutomationPath": {
                "additionalProperties": false,
                "properties": {
                  "id": {
                    "type": "string"
                  },
                  "label": {
                    "type": "string"
                  },
                  "nextStepId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "weight": {
                    "type": [
                      "number",
                      "null"
                    ]
                  }
                },
                "required": [
                  "id",
                  "label"
                ],
                "type": "object"
              },
              "AutomationStep": {
                "additionalProperties": false,
                "properties": {
                  "branches": {
                    "additionalProperties": {
                      "type": [
                        "string",
                        "null"
                      ]
                    },
                    "type": "object"
                  },
                  "config": {
                    "$ref": "#/$defs/AutomationStepConfig"
                  },
                  "id": {
                    "type": "string"
                  },
                  "kind": {
                    "enum": [
                      "event",
                      "action",
                      "condition"
                    ],
                    "type": "string"
                  },
                  "nextStepId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "note": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "paths": {
                    "items": {
                      "$ref": "#/$defs/AutomationPath"
                    },
                    "type": "array"
                  },
                  "stats": {
                    "$ref": "#/$defs/EmailEngagementStats"
                  },
                  "type": {
                    "enum": [
                      "tag_added",
                      "tag_removed",
                      "magic_link_clicked",
                      "sequence_completed",
                      "add_tag",
                      "remove_tag",
                      "add_to_sequence",
                      "remove_from_sequence",
                      "change_subscriber_status",
                      "wait",
                      "update_custom_field",
                      "send_email",
                      "send_internal_notification",
                      "start_automation",
                      "remove_from_automation",
                      "webhook",
                      "end_automation",
                      "has_tag",
                      "custom_field_match",
                      "sequence_membership",
                      "subscriber_status",
                      "email_opened",
                      "email_clicked"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "kind",
                  "type"
                ],
                "type": "object"
              },
              "AutomationStepConfig": {
                "additionalProperties": false,
                "properties": {
                  "authType": {
                    "enum": [
                      "none",
                      "bearer"
                    ],
                    "type": "string"
                  },
                  "automationId": {
                    "type": "string"
                  },
                  "bearerToken": {
                    "type": "string",
                    "writeOnly": true
                  },
                  "bearerTokenConfigured": {
                    "description": "True when Mailrith has a saved webhook bearer token. Send this unchanged during an update to preserve the saved value. The token value is never returned.",
                    "type": "boolean"
                  },
                  "bodyDocument": {
                    "$ref": "#/$defs/BroadcastEmailDocument"
                  },
                  "customFieldId": {
                    "type": "string"
                  },
                  "date": {
                    "format": "date",
                    "type": "string"
                  },
                  "dateSource": {
                    "enum": [
                      "custom_field",
                      "fixed_date"
                    ],
                    "type": "string"
                  },
                  "durationUnit": {
                    "enum": [
                      "minute",
                      "hour",
                      "day",
                      "week"
                    ],
                    "type": "string"
                  },
                  "durationValue": {
                    "minimum": 0,
                    "type": "number"
                  },
                  "emailId": {
                    "type": "string"
                  },
                  "exitNextStepId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "headers": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "configured": {
                          "description": "True when Mailrith has a saved value for this header. Send this unchanged during an update to preserve the saved value.",
                          "type": "boolean"
                        },
                        "key": {
                          "type": "string"
                        },
                        "value": {
                          "description": "A secret header value accepted on writes and never returned.",
                          "type": "string",
                          "writeOnly": true
                        }
                      },
                      "required": [
                        "key"
                      ],
                      "type": "object"
                    },
                    "type": "array"
                  },
                  "includeCustomFields": {
                    "type": "boolean"
                  },
                  "includeSubscriber": {
                    "type": "boolean"
                  },
                  "includeTags": {
                    "type": "boolean"
                  },
                  "lookbackDays": {
                    "minimum": 1,
                    "type": "integer"
                  },
                  "magicLinkId": {
                    "type": "string"
                  },
                  "method": {
                    "enum": [
                      "POST",
                      "PUT",
                      "PATCH"
                    ],
                    "type": "string"
                  },
                  "mode": {
                    "enum": [
                      "duration",
                      "until_custom_date",
                      "until_custom_field_date"
                    ],
                    "type": "string"
                  },
                  "operation": {
                    "enum": [
                      "set",
                      "clear",
                      "increment",
                      "decrement",
                      "set_today",
                      "add_choices",
                      "remove_choices",
                      "set_true",
                      "set_false",
                      "toggle"
                    ],
                    "type": "string"
                  },
                  "operator": {
                    "enum": [
                      "equals",
                      "not_equals",
                      "contains",
                      "not_contains",
                      "starts_with",
                      "ends_with",
                      "exists",
                      "missing",
                      "greater_than",
                      "greater_than_or_equal",
                      "less_than",
                      "less_than_or_equal",
                      "on",
                      "not_on",
                      "before",
                      "on_or_before",
                      "after",
                      "on_or_after",
                      "contains_any",
                      "contains_all",
                      "does_not_contain_any",
                      "is_checked",
                      "is_not_checked"
                    ],
                    "type": "string"
                  },
                  "previewText": {
                    "type": "string"
                  },
                  "recipientEmail": {
                    "format": "email",
                    "type": "string"
                  },
                  "replyToEmail": {
                    "type": "string"
                  },
                  "sequenceId": {
                    "type": "string"
                  },
                  "status": {
                    "type": "string"
                  },
                  "statuses": {
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "subject": {
                    "description": "For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                    "type": "string"
                  },
                  "tagId": {
                    "type": "string"
                  },
                  "timeOfDay": {
                    "pattern": "^([01]\\d|2[0-3]):[0-5]\\d$",
                    "type": "string"
                  },
                  "trackClicks": {
                    "type": "boolean"
                  },
                  "trackOpens": {
                    "type": "boolean"
                  },
                  "url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "utmCampaign": {
                    "type": "string"
                  },
                  "utmContent": {
                    "type": "string"
                  },
                  "utmMedium": {
                    "type": "string"
                  },
                  "utmSource": {
                    "type": "string"
                  },
                  "utmTerm": {
                    "type": "string"
                  },
                  "value": {
                    "oneOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "number"
                      },
                      {
                        "type": "boolean"
                      },
                      {
                        "items": {
                          "type": "string"
                        },
                        "type": "array"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "waitForCompletion": {
                    "type": "boolean"
                  },
                  "waitMode": {
                    "enum": [
                      "duration",
                      "custom_date"
                    ],
                    "type": "string"
                  },
                  "waitUntilComplete": {
                    "type": "boolean"
                  }
                },
                "type": "object"
              },
              "AutomationTrigger": {
                "additionalProperties": false,
                "properties": {
                  "magicLinkId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "magicLinkIds": {
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "operator": {
                    "enum": [
                      "is",
                      "is_not"
                    ],
                    "type": "string"
                  },
                  "statuses": {
                    "items": {
                      "enum": [
                        "Active",
                        "Unconfirmed",
                        "Unsubscribed",
                        "Complained",
                        "Bounced",
                        "Blocked"
                      ],
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "tagId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "tagIds": {
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "type": {
                    "enum": [
                      "tag_added",
                      "tag_removed",
                      "magic_link_clicked",
                      "subscriber_status"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "AutomationUpdateRequest": {
                "additionalProperties": false,
                "minProperties": 1,
                "properties": {
                  "definition": {
                    "$ref": "#/$defs/AutomationDefinition"
                  },
                  "name": {
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "BroadcastEmailDocument": {
                "allOf": [
                  {
                    "$ref": "#/$defs/BroadcastEmailNode"
                  }
                ],
                "description": "A structured email document. The root node must use type `doc` and contain supported block nodes. For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                "example": {
                  "content": [
                    {
                      "content": [
                        {
                          "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                          "type": "text"
                        }
                      ],
                      "type": "paragraph"
                    }
                  ],
                  "type": "doc"
                },
                "examples": [
                  {
                    "content": [
                      {
                        "content": [
                          {
                            "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                            "type": "text"
                          }
                        ],
                        "type": "paragraph"
                      }
                    ],
                    "type": "doc"
                  }
                ]
              },
              "BroadcastEmailMark": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "color": {
                        "type": "string"
                      },
                      "fontSize": {
                        "type": "string"
                      },
                      "href": {
                        "type": "string"
                      }
                    },
                    "type": "object"
                  },
                  "type": {
                    "enum": [
                      "bold",
                      "italic",
                      "strike",
                      "underline",
                      "link",
                      "textStyle",
                      "highlight"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "BroadcastEmailNode": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "align": {
                        "enum": [
                          "left",
                          "center",
                          "right"
                        ],
                        "type": "string"
                      },
                      "alt": {
                        "type": "string"
                      },
                      "backgroundColor": {
                        "type": "string"
                      },
                      "backgroundImageUrl": {
                        "type": "string"
                      },
                      "blockquoteBorderColor": {
                        "type": "string"
                      },
                      "borderColor": {
                        "type": "string"
                      },
                      "borderRadius": {
                        "enum": [
                          "none",
                          "normal",
                          "small",
                          "large",
                          "full"
                        ],
                        "type": "string"
                      },
                      "borderWidth": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "caption": {
                        "type": "string"
                      },
                      "columns": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "crop": {
                        "enum": [
                          "none",
                          "square",
                          "circle"
                        ],
                        "type": "string"
                      },
                      "fillColumn": {
                        "type": "boolean"
                      },
                      "href": {
                        "type": "string"
                      },
                      "id": {
                        "type": "string"
                      },
                      "label": {
                        "type": "string"
                      },
                      "layoutAlignment": {
                        "enum": [
                          "left",
                          "center"
                        ],
                        "type": "string"
                      },
                      "level": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "linkColor": {
                        "type": "string"
                      },
                      "margin": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "padding": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "size": {
                        "enum": [
                          "small",
                          "medium",
                          "large"
                        ],
                        "type": "string"
                      },
                      "source": {
                        "enum": [
                          "unsplash"
                        ],
                        "type": "string"
                      },
                      "src": {
                        "type": "string"
                      },
                      "textAlign": {
                        "enum": [
                          "left",
                          "center",
                          "right",
                          "justify"
                        ],
                        "type": "string"
                      },
                      "textColor": {
                        "type": "string"
                      },
                      "title": {
                        "type": "string"
                      },
                      "unsplash": {
                        "additionalProperties": false,
                        "properties": {
                          "photoId": {
                            "type": "string"
                          },
                          "photographerName": {
                            "type": "string"
                          },
                          "photographerUrl": {
                            "type": "string"
                          },
                          "photographerUsername": {
                            "type": "string"
                          },
                          "unsplashUrl": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "photographerName"
                        ],
                        "type": "object"
                      },
                      "verticalAlign": {
                        "enum": [
                          "top",
                          "middle",
                          "bottom"
                        ],
                        "type": "string"
                      },
                      "width": {
                        "enum": [
                          "default",
                          "large",
                          "full",
                          "fit"
                        ],
                        "type": "string"
                      },
                      "widthPercent": {
                        "maximum": 100,
                        "minimum": 1,
                        "type": "number"
                      }
                    },
                    "type": "object"
                  },
                  "content": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailNode"
                    },
                    "type": "array"
                  },
                  "marks": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailMark"
                    },
                    "type": "array"
                  },
                  "text": {
                    "type": "string"
                  },
                  "type": {
                    "enum": [
                      "doc",
                      "paragraph",
                      "heading",
                      "text",
                      "hardBreak",
                      "bulletList",
                      "orderedList",
                      "listItem",
                      "blockquote",
                      "emailSection",
                      "emailSectionColumn",
                      "emailButton",
                      "image",
                      "horizontalRule"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "EmailEngagementStats": {
                "additionalProperties": false,
                "properties": {
                  "bouncedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "clickedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "clickedSubscriberCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "complainedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "engagedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "openedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "recipientCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "sentCountsByDay": {
                    "additionalProperties": {
                      "minimum": 0,
                      "type": "integer"
                    },
                    "type": "object"
                  },
                  "unsubscribedCount": {
                    "minimum": 0,
                    "type": "integer"
                  }
                },
                "required": [
                  "recipientCount",
                  "openedCount",
                  "clickedCount",
                  "unsubscribedCount"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "properties": {
              "automation_id": {
                "description": "The automation identifier.",
                "type": "string"
              },
              "body": {
                "$ref": "#/$defs/AutomationUpdateRequest",
                "description": "The exact JSON request body defined by the Mailrith public API contract.",
                "type": "object"
              }
            },
            "required": [
              "automation_id",
              "body"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "Automation": {
                "properties": {
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "definition": {
                    "$ref": "#/$defs/AutomationDefinition"
                  },
                  "id": {
                    "type": "string"
                  },
                  "is_updating": {
                    "description": "True while Mailrith updates existing Subscriber progress after a structural Automation change.",
                    "type": "boolean"
                  },
                  "name": {
                    "type": "string"
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "status": {
                    "enum": [
                      "draft",
                      "running",
                      "paused"
                    ],
                    "type": "string"
                  },
                  "subscriber_count": {
                    "type": "integer"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "name",
                  "status",
                  "is_updating",
                  "definition",
                  "subscriber_count",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              },
              "AutomationDefinition": {
                "additionalProperties": false,
                "example": {
                  "steps": [
                    {
                      "config": {
                        "bodyDocument": {
                          "content": [
                            {
                              "content": [
                                {
                                  "text": "Welcome to Mailrith.",
                                  "type": "text"
                                }
                              ],
                              "type": "paragraph"
                            }
                          ],
                          "type": "doc"
                        },
                        "previewText": "Thanks for joining",
                        "replyToEmail": "",
                        "subject": "Welcome",
                        "trackClicks": true,
                        "trackOpens": true,
                        "utmCampaign": "",
                        "utmContent": "",
                        "utmMedium": "",
                        "utmSource": "",
                        "utmTerm": ""
                      },
                      "id": "send-welcome-email",
                      "kind": "action",
                      "type": "send_email"
                    }
                  ],
                  "trigger": {
                    "tagIds": [
                      "tag_welcome"
                    ],
                    "type": "tag_added"
                  },
                  "version": 2
                },
                "examples": [
                  {
                    "steps": [
                      {
                        "config": {
                          "bodyDocument": {
                            "content": [
                              {
                                "content": [
                                  {
                                    "text": "Welcome to Mailrith.",
                                    "type": "text"
                                  }
                                ],
                                "type": "paragraph"
                              }
                            ],
                            "type": "doc"
                          },
                          "previewText": "Thanks for joining",
                          "replyToEmail": "",
                          "subject": "Welcome",
                          "trackClicks": true,
                          "trackOpens": true,
                          "utmCampaign": "",
                          "utmContent": "",
                          "utmMedium": "",
                          "utmSource": "",
                          "utmTerm": ""
                        },
                        "id": "send-welcome-email",
                        "kind": "action",
                        "type": "send_email"
                      }
                    ],
                    "trigger": {
                      "tagIds": [
                        "tag_welcome"
                      ],
                      "type": "tag_added"
                    },
                    "version": 2
                  }
                ],
                "properties": {
                  "entryPoints": {
                    "items": {
                      "$ref": "#/$defs/AutomationEntryPoint"
                    },
                    "type": "array"
                  },
                  "steps": {
                    "items": {
                      "$ref": "#/$defs/AutomationStep"
                    },
                    "maxItems": 256,
                    "type": "array"
                  },
                  "trigger": {
                    "anyOf": [
                      {
                        "$ref": "#/$defs/AutomationTrigger"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "triggers": {
                    "items": {
                      "$ref": "#/$defs/AutomationTrigger"
                    },
                    "type": "array"
                  },
                  "version": {
                    "enum": [
                      2
                    ],
                    "type": "integer"
                  }
                },
                "required": [
                  "steps"
                ],
                "type": "object"
              },
              "AutomationEntryPoint": {
                "additionalProperties": false,
                "properties": {
                  "description": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "id": {
                    "type": "string"
                  },
                  "name": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "trigger": {
                    "$ref": "#/$defs/AutomationTrigger"
                  }
                },
                "required": [
                  "id",
                  "trigger"
                ],
                "type": "object"
              },
              "AutomationPath": {
                "additionalProperties": false,
                "properties": {
                  "id": {
                    "type": "string"
                  },
                  "label": {
                    "type": "string"
                  },
                  "nextStepId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "weight": {
                    "type": [
                      "number",
                      "null"
                    ]
                  }
                },
                "required": [
                  "id",
                  "label"
                ],
                "type": "object"
              },
              "AutomationStep": {
                "additionalProperties": false,
                "properties": {
                  "branches": {
                    "additionalProperties": {
                      "type": [
                        "string",
                        "null"
                      ]
                    },
                    "type": "object"
                  },
                  "config": {
                    "$ref": "#/$defs/AutomationStepConfig"
                  },
                  "id": {
                    "type": "string"
                  },
                  "kind": {
                    "enum": [
                      "event",
                      "action",
                      "condition"
                    ],
                    "type": "string"
                  },
                  "nextStepId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "note": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "paths": {
                    "items": {
                      "$ref": "#/$defs/AutomationPath"
                    },
                    "type": "array"
                  },
                  "stats": {
                    "$ref": "#/$defs/EmailEngagementStats"
                  },
                  "type": {
                    "enum": [
                      "tag_added",
                      "tag_removed",
                      "magic_link_clicked",
                      "sequence_completed",
                      "add_tag",
                      "remove_tag",
                      "add_to_sequence",
                      "remove_from_sequence",
                      "change_subscriber_status",
                      "wait",
                      "update_custom_field",
                      "send_email",
                      "send_internal_notification",
                      "start_automation",
                      "remove_from_automation",
                      "webhook",
                      "end_automation",
                      "has_tag",
                      "custom_field_match",
                      "sequence_membership",
                      "subscriber_status",
                      "email_opened",
                      "email_clicked"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "kind",
                  "type"
                ],
                "type": "object"
              },
              "AutomationStepConfig": {
                "additionalProperties": false,
                "properties": {
                  "authType": {
                    "enum": [
                      "none",
                      "bearer"
                    ],
                    "type": "string"
                  },
                  "automationId": {
                    "type": "string"
                  },
                  "bearerTokenConfigured": {
                    "description": "True when Mailrith has a saved webhook bearer token. Send this unchanged during an update to preserve the saved value. The token value is never returned.",
                    "type": "boolean"
                  },
                  "bodyDocument": {
                    "$ref": "#/$defs/BroadcastEmailDocument"
                  },
                  "customFieldId": {
                    "type": "string"
                  },
                  "date": {
                    "format": "date",
                    "type": "string"
                  },
                  "dateSource": {
                    "enum": [
                      "custom_field",
                      "fixed_date"
                    ],
                    "type": "string"
                  },
                  "durationUnit": {
                    "enum": [
                      "minute",
                      "hour",
                      "day",
                      "week"
                    ],
                    "type": "string"
                  },
                  "durationValue": {
                    "minimum": 0,
                    "type": "number"
                  },
                  "emailId": {
                    "type": "string"
                  },
                  "exitNextStepId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "headers": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "configured": {
                          "description": "True when Mailrith has a saved value for this header. Send this unchanged during an update to preserve the saved value.",
                          "type": "boolean"
                        },
                        "key": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "key"
                      ],
                      "type": "object"
                    },
                    "type": "array"
                  },
                  "includeCustomFields": {
                    "type": "boolean"
                  },
                  "includeSubscriber": {
                    "type": "boolean"
                  },
                  "includeTags": {
                    "type": "boolean"
                  },
                  "lookbackDays": {
                    "minimum": 1,
                    "type": "integer"
                  },
                  "magicLinkId": {
                    "type": "string"
                  },
                  "method": {
                    "enum": [
                      "POST",
                      "PUT",
                      "PATCH"
                    ],
                    "type": "string"
                  },
                  "mode": {
                    "enum": [
                      "duration",
                      "until_custom_date",
                      "until_custom_field_date"
                    ],
                    "type": "string"
                  },
                  "operation": {
                    "enum": [
                      "set",
                      "clear",
                      "increment",
                      "decrement",
                      "set_today",
                      "add_choices",
                      "remove_choices",
                      "set_true",
                      "set_false",
                      "toggle"
                    ],
                    "type": "string"
                  },
                  "operator": {
                    "enum": [
                      "equals",
                      "not_equals",
                      "contains",
                      "not_contains",
                      "starts_with",
                      "ends_with",
                      "exists",
                      "missing",
                      "greater_than",
                      "greater_than_or_equal",
                      "less_than",
                      "less_than_or_equal",
                      "on",
                      "not_on",
                      "before",
                      "on_or_before",
                      "after",
                      "on_or_after",
                      "contains_any",
                      "contains_all",
                      "does_not_contain_any",
                      "is_checked",
                      "is_not_checked"
                    ],
                    "type": "string"
                  },
                  "previewText": {
                    "type": "string"
                  },
                  "recipientEmail": {
                    "format": "email",
                    "type": "string"
                  },
                  "replyToEmail": {
                    "type": "string"
                  },
                  "sequenceId": {
                    "type": "string"
                  },
                  "status": {
                    "type": "string"
                  },
                  "statuses": {
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "subject": {
                    "description": "For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                    "type": "string"
                  },
                  "tagId": {
                    "type": "string"
                  },
                  "timeOfDay": {
                    "pattern": "^([01]\\d|2[0-3]):[0-5]\\d$",
                    "type": "string"
                  },
                  "trackClicks": {
                    "type": "boolean"
                  },
                  "trackOpens": {
                    "type": "boolean"
                  },
                  "url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "utmCampaign": {
                    "type": "string"
                  },
                  "utmContent": {
                    "type": "string"
                  },
                  "utmMedium": {
                    "type": "string"
                  },
                  "utmSource": {
                    "type": "string"
                  },
                  "utmTerm": {
                    "type": "string"
                  },
                  "value": {
                    "oneOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "number"
                      },
                      {
                        "type": "boolean"
                      },
                      {
                        "items": {
                          "type": "string"
                        },
                        "type": "array"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "waitForCompletion": {
                    "type": "boolean"
                  },
                  "waitMode": {
                    "enum": [
                      "duration",
                      "custom_date"
                    ],
                    "type": "string"
                  },
                  "waitUntilComplete": {
                    "type": "boolean"
                  }
                },
                "type": "object"
              },
              "AutomationTrigger": {
                "additionalProperties": false,
                "properties": {
                  "magicLinkId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "magicLinkIds": {
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "operator": {
                    "enum": [
                      "is",
                      "is_not"
                    ],
                    "type": "string"
                  },
                  "statuses": {
                    "items": {
                      "enum": [
                        "Active",
                        "Unconfirmed",
                        "Unsubscribed",
                        "Complained",
                        "Bounced",
                        "Blocked"
                      ],
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "tagId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "tagIds": {
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "type": {
                    "enum": [
                      "tag_added",
                      "tag_removed",
                      "magic_link_clicked",
                      "subscriber_status"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "BroadcastEmailDocument": {
                "allOf": [
                  {
                    "$ref": "#/$defs/BroadcastEmailNode"
                  }
                ],
                "description": "A structured email document. The root node must use type `doc` and contain supported block nodes. For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                "example": {
                  "content": [
                    {
                      "content": [
                        {
                          "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                          "type": "text"
                        }
                      ],
                      "type": "paragraph"
                    }
                  ],
                  "type": "doc"
                },
                "examples": [
                  {
                    "content": [
                      {
                        "content": [
                          {
                            "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                            "type": "text"
                          }
                        ],
                        "type": "paragraph"
                      }
                    ],
                    "type": "doc"
                  }
                ]
              },
              "BroadcastEmailMark": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "color": {
                        "type": "string"
                      },
                      "fontSize": {
                        "type": "string"
                      },
                      "href": {
                        "type": "string"
                      }
                    },
                    "type": "object"
                  },
                  "type": {
                    "enum": [
                      "bold",
                      "italic",
                      "strike",
                      "underline",
                      "link",
                      "textStyle",
                      "highlight"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "BroadcastEmailNode": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "align": {
                        "enum": [
                          "left",
                          "center",
                          "right"
                        ],
                        "type": "string"
                      },
                      "alt": {
                        "type": "string"
                      },
                      "backgroundColor": {
                        "type": "string"
                      },
                      "backgroundImageUrl": {
                        "type": "string"
                      },
                      "blockquoteBorderColor": {
                        "type": "string"
                      },
                      "borderColor": {
                        "type": "string"
                      },
                      "borderRadius": {
                        "enum": [
                          "none",
                          "normal",
                          "small",
                          "large",
                          "full"
                        ],
                        "type": "string"
                      },
                      "borderWidth": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "caption": {
                        "type": "string"
                      },
                      "columns": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "crop": {
                        "enum": [
                          "none",
                          "square",
                          "circle"
                        ],
                        "type": "string"
                      },
                      "fillColumn": {
                        "type": "boolean"
                      },
                      "href": {
                        "type": "string"
                      },
                      "id": {
                        "type": "string"
                      },
                      "label": {
                        "type": "string"
                      },
                      "layoutAlignment": {
                        "enum": [
                          "left",
                          "center"
                        ],
                        "type": "string"
                      },
                      "level": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "linkColor": {
                        "type": "string"
                      },
                      "margin": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "padding": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "size": {
                        "enum": [
                          "small",
                          "medium",
                          "large"
                        ],
                        "type": "string"
                      },
                      "source": {
                        "enum": [
                          "unsplash"
                        ],
                        "type": "string"
                      },
                      "src": {
                        "type": "string"
                      },
                      "textAlign": {
                        "enum": [
                          "left",
                          "center",
                          "right",
                          "justify"
                        ],
                        "type": "string"
                      },
                      "textColor": {
                        "type": "string"
                      },
                      "title": {
                        "type": "string"
                      },
                      "unsplash": {
                        "additionalProperties": false,
                        "properties": {
                          "photoId": {
                            "type": "string"
                          },
                          "photographerName": {
                            "type": "string"
                          },
                          "photographerUrl": {
                            "type": "string"
                          },
                          "photographerUsername": {
                            "type": "string"
                          },
                          "unsplashUrl": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "photographerName"
                        ],
                        "type": "object"
                      },
                      "verticalAlign": {
                        "enum": [
                          "top",
                          "middle",
                          "bottom"
                        ],
                        "type": "string"
                      },
                      "width": {
                        "enum": [
                          "default",
                          "large",
                          "full",
                          "fit"
                        ],
                        "type": "string"
                      },
                      "widthPercent": {
                        "maximum": 100,
                        "minimum": 1,
                        "type": "number"
                      }
                    },
                    "type": "object"
                  },
                  "content": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailNode"
                    },
                    "type": "array"
                  },
                  "marks": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailMark"
                    },
                    "type": "array"
                  },
                  "text": {
                    "type": "string"
                  },
                  "type": {
                    "enum": [
                      "doc",
                      "paragraph",
                      "heading",
                      "text",
                      "hardBreak",
                      "bulletList",
                      "orderedList",
                      "listItem",
                      "blockquote",
                      "emailSection",
                      "emailSectionColumn",
                      "emailButton",
                      "image",
                      "horizontalRule"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "EmailEngagementStats": {
                "additionalProperties": false,
                "properties": {
                  "bouncedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "clickedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "clickedSubscriberCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "complainedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "engagedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "openedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "recipientCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "sentCountsByDay": {
                    "additionalProperties": {
                      "minimum": 0,
                      "type": "integer"
                    },
                    "type": "object"
                  },
                  "unsubscribedCount": {
                    "minimum": 0,
                    "type": "integer"
                  }
                },
                "required": [
                  "recipientCount",
                  "openedCount",
                  "clickedCount",
                  "unsubscribedCount"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "updateAutomation",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/Automation"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": true,
            "idempotentHint": true,
            "openWorldHint": false,
            "readOnlyHint": false,
            "title": "Update an automation"
          }
        },
        {
          "name": "automations_preflight",
          "title": "Check automation readiness",
          "description": "Checks the saved Automation definition and email delivery prerequisite without running any action. Permission: automations:read. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "additionalProperties": false,
            "properties": {
              "automation_id": {
                "description": "The Automation identifier.",
                "type": "string"
              }
            },
            "required": [
              "automation_id"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "AutomationPreflight": {
                "additionalProperties": false,
                "properties": {
                  "automation_id": {
                    "type": "string"
                  },
                  "checked_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "checks": {
                    "items": {
                      "$ref": "#/$defs/WorkflowReadinessCheck"
                    },
                    "type": "array"
                  },
                  "email_step_count": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "ready": {
                    "type": "boolean"
                  },
                  "step_count": {
                    "minimum": 0,
                    "type": "integer"
                  }
                },
                "required": [
                  "automation_id",
                  "ready",
                  "step_count",
                  "email_step_count",
                  "checks",
                  "checked_at"
                ],
                "type": "object"
              },
              "WorkflowReadinessCheck": {
                "additionalProperties": false,
                "properties": {
                  "key": {
                    "type": "string"
                  },
                  "message": {
                    "type": "string"
                  },
                  "status": {
                    "enum": [
                      "passed",
                      "blocking"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "key",
                  "status",
                  "message"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "preflightAutomation",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/AutomationPreflight"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "idempotentHint": true,
            "openWorldHint": false,
            "readOnlyHint": true,
            "title": "Check automation readiness"
          }
        },
        {
          "name": "automations_preview_journey",
          "title": "Preview an automation journey",
          "description": "Shows the bounded path a selected Subscriber would take through the current saved conditions without running actions or writing history. Permissions: subscribers:read, automations:read. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "additionalProperties": false,
            "properties": {
              "automation_id": {
                "description": "The Automation identifier.",
                "type": "string"
              },
              "subscriber_id": {
                "description": "The saved Subscriber whose current state should be evaluated.",
                "type": "string"
              }
            },
            "required": [
              "automation_id",
              "subscriber_id"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "AutomationJourneyPreview": {
                "additionalProperties": false,
                "properties": {
                  "automation_id": {
                    "type": "string"
                  },
                  "cycle_detected": {
                    "type": "boolean"
                  },
                  "ended": {
                    "type": "boolean"
                  },
                  "evaluation_basis": {
                    "enum": [
                      "current_saved_subscriber_state"
                    ],
                    "type": "string"
                  },
                  "side_effect_free": {
                    "enum": [
                      true
                    ],
                    "type": "boolean"
                  },
                  "steps": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "condition_matched": {
                          "anyOf": [
                            {
                              "type": "boolean"
                            },
                            {
                              "type": "null"
                            }
                          ]
                        },
                        "kind": {
                          "enum": [
                            "event",
                            "action",
                            "condition"
                          ],
                          "type": "string"
                        },
                        "next_step_id": {
                          "anyOf": [
                            {
                              "type": "string"
                            },
                            {
                              "type": "null"
                            }
                          ]
                        },
                        "position": {
                          "minimum": 1,
                          "type": "integer"
                        },
                        "selected_branch": {
                          "anyOf": [
                            {
                              "enum": [
                                "yes",
                                "no"
                              ],
                              "type": "string"
                            },
                            {
                              "type": "null"
                            }
                          ]
                        },
                        "step_id": {
                          "type": "string"
                        },
                        "type": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "position",
                        "step_id",
                        "kind",
                        "type",
                        "condition_matched",
                        "selected_branch",
                        "next_step_id"
                      ],
                      "type": "object"
                    },
                    "maxItems": 256,
                    "type": "array"
                  },
                  "subscriber_id": {
                    "type": "string"
                  },
                  "triggers": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "type": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "type"
                      ],
                      "type": "object"
                    },
                    "maxItems": 50,
                    "type": "array"
                  }
                },
                "required": [
                  "automation_id",
                  "subscriber_id",
                  "side_effect_free",
                  "evaluation_basis",
                  "triggers",
                  "ended",
                  "cycle_detected",
                  "steps"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "previewAutomationJourney",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/AutomationJourneyPreview"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "idempotentHint": true,
            "openWorldHint": false,
            "readOnlyHint": true,
            "title": "Preview an automation journey"
          }
        },
        {
          "name": "automations_send_test",
          "title": "Send automation test messages",
          "description": "Sends up to five selected saved Automation email steps to one explicit test address. This does not start the Automation or run other actions. Effect: external-email. Retry with the same idempotency_key. Permissions: live_actions:write, subscribers:read, automations:write. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "$defs": {
              "WorkflowTestRequest": {
                "additionalProperties": false,
                "properties": {
                  "message_ids": {
                    "description": "Optional Sequence email IDs or Automation step IDs. Omit to test the first five available messages.",
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 5,
                    "type": "array",
                    "uniqueItems": true
                  },
                  "recipient": {
                    "format": "email",
                    "type": "string"
                  },
                  "subscriber_id": {
                    "description": "The saved Subscriber whose personalization should be rendered in every test message.",
                    "type": "string"
                  }
                },
                "required": [
                  "recipient",
                  "subscriber_id"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "properties": {
              "automation_id": {
                "description": "The Automation identifier.",
                "type": "string"
              },
              "body": {
                "$ref": "#/$defs/WorkflowTestRequest",
                "description": "The exact JSON request body defined by the Mailrith public API contract.",
                "type": "object"
              },
              "idempotency_key": {
                "description": "Optional idempotency key to retry the request safely. It must not exceed 256 UTF-8 bytes.",
                "maxLength": 256,
                "type": "string"
              }
            },
            "required": [
              "automation_id",
              "body"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "WorkflowTestResult": {
                "additionalProperties": false,
                "properties": {
                  "message_ids": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 5,
                    "type": "array"
                  },
                  "provider_message_ids": {
                    "description": "Provider acceptance IDs in sent-message order; null when unavailable. These are not delivery or inbox receipts.",
                    "items": {
                      "anyOf": [
                        {
                          "maxLength": 200,
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ]
                    },
                    "maxItems": 5,
                    "minItems": 1,
                    "type": "array"
                  },
                  "sent_count": {
                    "maximum": 5,
                    "minimum": 1,
                    "type": "integer"
                  },
                  "status": {
                    "enum": [
                      "completed"
                    ],
                    "type": "string"
                  },
                  "subscriber_id": {
                    "type": "string"
                  }
                },
                "required": [
                  "status",
                  "sent_count",
                  "message_ids",
                  "subscriber_id"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "testAutomation",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/WorkflowTestResult"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": true,
            "idempotentHint": false,
            "openWorldHint": true,
            "readOnlyHint": false,
            "title": "Send automation test messages"
          }
        },
        {
          "name": "automations_update_status",
          "title": "Change an automation status",
          "description": "Starts, pauses, or returns one Automation to draft without changing its definition. Effect: external-email. Retry after reading the current resource state. Permissions: live_actions:write, automations:write. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "$defs": {
              "AutomationStatusRequest": {
                "properties": {
                  "status": {
                    "enum": [
                      "draft",
                      "running",
                      "paused"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "status"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "properties": {
              "automation_id": {
                "description": "The Automation identifier.",
                "type": "string"
              },
              "body": {
                "$ref": "#/$defs/AutomationStatusRequest",
                "description": "The exact JSON request body defined by the Mailrith public API contract.",
                "type": "object"
              }
            },
            "required": [
              "automation_id",
              "body"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "Automation": {
                "properties": {
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "definition": {
                    "$ref": "#/$defs/AutomationDefinition"
                  },
                  "id": {
                    "type": "string"
                  },
                  "is_updating": {
                    "description": "True while Mailrith updates existing Subscriber progress after a structural Automation change.",
                    "type": "boolean"
                  },
                  "name": {
                    "type": "string"
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "status": {
                    "enum": [
                      "draft",
                      "running",
                      "paused"
                    ],
                    "type": "string"
                  },
                  "subscriber_count": {
                    "type": "integer"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "name",
                  "status",
                  "is_updating",
                  "definition",
                  "subscriber_count",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              },
              "AutomationDefinition": {
                "additionalProperties": false,
                "example": {
                  "steps": [
                    {
                      "config": {
                        "bodyDocument": {
                          "content": [
                            {
                              "content": [
                                {
                                  "text": "Welcome to Mailrith.",
                                  "type": "text"
                                }
                              ],
                              "type": "paragraph"
                            }
                          ],
                          "type": "doc"
                        },
                        "previewText": "Thanks for joining",
                        "replyToEmail": "",
                        "subject": "Welcome",
                        "trackClicks": true,
                        "trackOpens": true,
                        "utmCampaign": "",
                        "utmContent": "",
                        "utmMedium": "",
                        "utmSource": "",
                        "utmTerm": ""
                      },
                      "id": "send-welcome-email",
                      "kind": "action",
                      "type": "send_email"
                    }
                  ],
                  "trigger": {
                    "tagIds": [
                      "tag_welcome"
                    ],
                    "type": "tag_added"
                  },
                  "version": 2
                },
                "examples": [
                  {
                    "steps": [
                      {
                        "config": {
                          "bodyDocument": {
                            "content": [
                              {
                                "content": [
                                  {
                                    "text": "Welcome to Mailrith.",
                                    "type": "text"
                                  }
                                ],
                                "type": "paragraph"
                              }
                            ],
                            "type": "doc"
                          },
                          "previewText": "Thanks for joining",
                          "replyToEmail": "",
                          "subject": "Welcome",
                          "trackClicks": true,
                          "trackOpens": true,
                          "utmCampaign": "",
                          "utmContent": "",
                          "utmMedium": "",
                          "utmSource": "",
                          "utmTerm": ""
                        },
                        "id": "send-welcome-email",
                        "kind": "action",
                        "type": "send_email"
                      }
                    ],
                    "trigger": {
                      "tagIds": [
                        "tag_welcome"
                      ],
                      "type": "tag_added"
                    },
                    "version": 2
                  }
                ],
                "properties": {
                  "entryPoints": {
                    "items": {
                      "$ref": "#/$defs/AutomationEntryPoint"
                    },
                    "type": "array"
                  },
                  "steps": {
                    "items": {
                      "$ref": "#/$defs/AutomationStep"
                    },
                    "maxItems": 256,
                    "type": "array"
                  },
                  "trigger": {
                    "anyOf": [
                      {
                        "$ref": "#/$defs/AutomationTrigger"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "triggers": {
                    "items": {
                      "$ref": "#/$defs/AutomationTrigger"
                    },
                    "type": "array"
                  },
                  "version": {
                    "enum": [
                      2
                    ],
                    "type": "integer"
                  }
                },
                "required": [
                  "steps"
                ],
                "type": "object"
              },
              "AutomationEntryPoint": {
                "additionalProperties": false,
                "properties": {
                  "description": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "id": {
                    "type": "string"
                  },
                  "name": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "trigger": {
                    "$ref": "#/$defs/AutomationTrigger"
                  }
                },
                "required": [
                  "id",
                  "trigger"
                ],
                "type": "object"
              },
              "AutomationPath": {
                "additionalProperties": false,
                "properties": {
                  "id": {
                    "type": "string"
                  },
                  "label": {
                    "type": "string"
                  },
                  "nextStepId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "weight": {
                    "type": [
                      "number",
                      "null"
                    ]
                  }
                },
                "required": [
                  "id",
                  "label"
                ],
                "type": "object"
              },
              "AutomationStep": {
                "additionalProperties": false,
                "properties": {
                  "branches": {
                    "additionalProperties": {
                      "type": [
                        "string",
                        "null"
                      ]
                    },
                    "type": "object"
                  },
                  "config": {
                    "$ref": "#/$defs/AutomationStepConfig"
                  },
                  "id": {
                    "type": "string"
                  },
                  "kind": {
                    "enum": [
                      "event",
                      "action",
                      "condition"
                    ],
                    "type": "string"
                  },
                  "nextStepId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "note": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "paths": {
                    "items": {
                      "$ref": "#/$defs/AutomationPath"
                    },
                    "type": "array"
                  },
                  "stats": {
                    "$ref": "#/$defs/EmailEngagementStats"
                  },
                  "type": {
                    "enum": [
                      "tag_added",
                      "tag_removed",
                      "magic_link_clicked",
                      "sequence_completed",
                      "add_tag",
                      "remove_tag",
                      "add_to_sequence",
                      "remove_from_sequence",
                      "change_subscriber_status",
                      "wait",
                      "update_custom_field",
                      "send_email",
                      "send_internal_notification",
                      "start_automation",
                      "remove_from_automation",
                      "webhook",
                      "end_automation",
                      "has_tag",
                      "custom_field_match",
                      "sequence_membership",
                      "subscriber_status",
                      "email_opened",
                      "email_clicked"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "kind",
                  "type"
                ],
                "type": "object"
              },
              "AutomationStepConfig": {
                "additionalProperties": false,
                "properties": {
                  "authType": {
                    "enum": [
                      "none",
                      "bearer"
                    ],
                    "type": "string"
                  },
                  "automationId": {
                    "type": "string"
                  },
                  "bearerTokenConfigured": {
                    "description": "True when Mailrith has a saved webhook bearer token. Send this unchanged during an update to preserve the saved value. The token value is never returned.",
                    "type": "boolean"
                  },
                  "bodyDocument": {
                    "$ref": "#/$defs/BroadcastEmailDocument"
                  },
                  "customFieldId": {
                    "type": "string"
                  },
                  "date": {
                    "format": "date",
                    "type": "string"
                  },
                  "dateSource": {
                    "enum": [
                      "custom_field",
                      "fixed_date"
                    ],
                    "type": "string"
                  },
                  "durationUnit": {
                    "enum": [
                      "minute",
                      "hour",
                      "day",
                      "week"
                    ],
                    "type": "string"
                  },
                  "durationValue": {
                    "minimum": 0,
                    "type": "number"
                  },
                  "emailId": {
                    "type": "string"
                  },
                  "exitNextStepId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "headers": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "configured": {
                          "description": "True when Mailrith has a saved value for this header. Send this unchanged during an update to preserve the saved value.",
                          "type": "boolean"
                        },
                        "key": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "key"
                      ],
                      "type": "object"
                    },
                    "type": "array"
                  },
                  "includeCustomFields": {
                    "type": "boolean"
                  },
                  "includeSubscriber": {
                    "type": "boolean"
                  },
                  "includeTags": {
                    "type": "boolean"
                  },
                  "lookbackDays": {
                    "minimum": 1,
                    "type": "integer"
                  },
                  "magicLinkId": {
                    "type": "string"
                  },
                  "method": {
                    "enum": [
                      "POST",
                      "PUT",
                      "PATCH"
                    ],
                    "type": "string"
                  },
                  "mode": {
                    "enum": [
                      "duration",
                      "until_custom_date",
                      "until_custom_field_date"
                    ],
                    "type": "string"
                  },
                  "operation": {
                    "enum": [
                      "set",
                      "clear",
                      "increment",
                      "decrement",
                      "set_today",
                      "add_choices",
                      "remove_choices",
                      "set_true",
                      "set_false",
                      "toggle"
                    ],
                    "type": "string"
                  },
                  "operator": {
                    "enum": [
                      "equals",
                      "not_equals",
                      "contains",
                      "not_contains",
                      "starts_with",
                      "ends_with",
                      "exists",
                      "missing",
                      "greater_than",
                      "greater_than_or_equal",
                      "less_than",
                      "less_than_or_equal",
                      "on",
                      "not_on",
                      "before",
                      "on_or_before",
                      "after",
                      "on_or_after",
                      "contains_any",
                      "contains_all",
                      "does_not_contain_any",
                      "is_checked",
                      "is_not_checked"
                    ],
                    "type": "string"
                  },
                  "previewText": {
                    "type": "string"
                  },
                  "recipientEmail": {
                    "format": "email",
                    "type": "string"
                  },
                  "replyToEmail": {
                    "type": "string"
                  },
                  "sequenceId": {
                    "type": "string"
                  },
                  "status": {
                    "type": "string"
                  },
                  "statuses": {
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "subject": {
                    "description": "For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                    "type": "string"
                  },
                  "tagId": {
                    "type": "string"
                  },
                  "timeOfDay": {
                    "pattern": "^([01]\\d|2[0-3]):[0-5]\\d$",
                    "type": "string"
                  },
                  "trackClicks": {
                    "type": "boolean"
                  },
                  "trackOpens": {
                    "type": "boolean"
                  },
                  "url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "utmCampaign": {
                    "type": "string"
                  },
                  "utmContent": {
                    "type": "string"
                  },
                  "utmMedium": {
                    "type": "string"
                  },
                  "utmSource": {
                    "type": "string"
                  },
                  "utmTerm": {
                    "type": "string"
                  },
                  "value": {
                    "oneOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "number"
                      },
                      {
                        "type": "boolean"
                      },
                      {
                        "items": {
                          "type": "string"
                        },
                        "type": "array"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "waitForCompletion": {
                    "type": "boolean"
                  },
                  "waitMode": {
                    "enum": [
                      "duration",
                      "custom_date"
                    ],
                    "type": "string"
                  },
                  "waitUntilComplete": {
                    "type": "boolean"
                  }
                },
                "type": "object"
              },
              "AutomationTrigger": {
                "additionalProperties": false,
                "properties": {
                  "magicLinkId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "magicLinkIds": {
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "operator": {
                    "enum": [
                      "is",
                      "is_not"
                    ],
                    "type": "string"
                  },
                  "statuses": {
                    "items": {
                      "enum": [
                        "Active",
                        "Unconfirmed",
                        "Unsubscribed",
                        "Complained",
                        "Bounced",
                        "Blocked"
                      ],
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "tagId": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "tagIds": {
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "type": {
                    "enum": [
                      "tag_added",
                      "tag_removed",
                      "magic_link_clicked",
                      "subscriber_status"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "BroadcastEmailDocument": {
                "allOf": [
                  {
                    "$ref": "#/$defs/BroadcastEmailNode"
                  }
                ],
                "description": "A structured email document. The root node must use type `doc` and contain supported block nodes. For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                "example": {
                  "content": [
                    {
                      "content": [
                        {
                          "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                          "type": "text"
                        }
                      ],
                      "type": "paragraph"
                    }
                  ],
                  "type": "doc"
                },
                "examples": [
                  {
                    "content": [
                      {
                        "content": [
                          {
                            "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                            "type": "text"
                          }
                        ],
                        "type": "paragraph"
                      }
                    ],
                    "type": "doc"
                  }
                ]
              },
              "BroadcastEmailMark": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "color": {
                        "type": "string"
                      },
                      "fontSize": {
                        "type": "string"
                      },
                      "href": {
                        "type": "string"
                      }
                    },
                    "type": "object"
                  },
                  "type": {
                    "enum": [
                      "bold",
                      "italic",
                      "strike",
                      "underline",
                      "link",
                      "textStyle",
                      "highlight"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "BroadcastEmailNode": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "align": {
                        "enum": [
                          "left",
                          "center",
                          "right"
                        ],
                        "type": "string"
                      },
                      "alt": {
                        "type": "string"
                      },
                      "backgroundColor": {
                        "type": "string"
                      },
                      "backgroundImageUrl": {
                        "type": "string"
                      },
                      "blockquoteBorderColor": {
                        "type": "string"
                      },
                      "borderColor": {
                        "type": "string"
                      },
                      "borderRadius": {
                        "enum": [
                          "none",
                          "normal",
                          "small",
                          "large",
                          "full"
                        ],
                        "type": "string"
                      },
                      "borderWidth": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "caption": {
                        "type": "string"
                      },
                      "columns": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "crop": {
                        "enum": [
                          "none",
                          "square",
                          "circle"
                        ],
                        "type": "string"
                      },
                      "fillColumn": {
                        "type": "boolean"
                      },
                      "href": {
                        "type": "string"
                      },
                      "id": {
                        "type": "string"
                      },
                      "label": {
                        "type": "string"
                      },
                      "layoutAlignment": {
                        "enum": [
                          "left",
                          "center"
                        ],
                        "type": "string"
                      },
                      "level": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "linkColor": {
                        "type": "string"
                      },
                      "margin": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "padding": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "size": {
                        "enum": [
                          "small",
                          "medium",
                          "large"
                        ],
                        "type": "string"
                      },
                      "source": {
                        "enum": [
                          "unsplash"
                        ],
                        "type": "string"
                      },
                      "src": {
                        "type": "string"
                      },
                      "textAlign": {
                        "enum": [
                          "left",
                          "center",
                          "right",
                          "justify"
                        ],
                        "type": "string"
                      },
                      "textColor": {
                        "type": "string"
                      },
                      "title": {
                        "type": "string"
                      },
                      "unsplash": {
                        "additionalProperties": false,
                        "properties": {
                          "photoId": {
                            "type": "string"
                          },
                          "photographerName": {
                            "type": "string"
                          },
                          "photographerUrl": {
                            "type": "string"
                          },
                          "photographerUsername": {
                            "type": "string"
                          },
                          "unsplashUrl": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "photographerName"
                        ],
                        "type": "object"
                      },
                      "verticalAlign": {
                        "enum": [
                          "top",
                          "middle",
                          "bottom"
                        ],
                        "type": "string"
                      },
                      "width": {
                        "enum": [
                          "default",
                          "large",
                          "full",
                          "fit"
                        ],
                        "type": "string"
                      },
                      "widthPercent": {
                        "maximum": 100,
                        "minimum": 1,
                        "type": "number"
                      }
                    },
                    "type": "object"
                  },
                  "content": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailNode"
                    },
                    "type": "array"
                  },
                  "marks": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailMark"
                    },
                    "type": "array"
                  },
                  "text": {
                    "type": "string"
                  },
                  "type": {
                    "enum": [
                      "doc",
                      "paragraph",
                      "heading",
                      "text",
                      "hardBreak",
                      "bulletList",
                      "orderedList",
                      "listItem",
                      "blockquote",
                      "emailSection",
                      "emailSectionColumn",
                      "emailButton",
                      "image",
                      "horizontalRule"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "EmailEngagementStats": {
                "additionalProperties": false,
                "properties": {
                  "bouncedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "clickedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "clickedSubscriberCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "complainedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "engagedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "openedCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "recipientCount": {
                    "minimum": 0,
                    "type": "integer"
                  },
                  "sentCountsByDay": {
                    "additionalProperties": {
                      "minimum": 0,
                      "type": "integer"
                    },
                    "type": "object"
                  },
                  "unsubscribedCount": {
                    "minimum": 0,
                    "type": "integer"
                  }
                },
                "required": [
                  "recipientCount",
                  "openedCount",
                  "clickedCount",
                  "unsubscribedCount"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "updateAutomationStatus",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/Automation"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": true,
            "idempotentHint": true,
            "openWorldHint": true,
            "readOnlyHint": false,
            "title": "Change an automation status"
          }
        },
        {
          "name": "email_templates_list",
          "title": "List email templates",
          "description": "Returns reusable email templates linked to the authenticated workspace. Permission: email_templates:read. Pagination: use bounded pages and returned cursors. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "additionalProperties": false,
            "properties": {
              "limit": {
                "description": "Maximum number of items to return.",
                "maximum": 100,
                "minimum": 1,
                "type": "integer"
              },
              "search": {
                "description": "Filter email templates by name.",
                "maxLength": 200,
                "type": "string"
              },
              "starting_after": {
                "description": "Opaque cursor returned by the previous page.",
                "type": "string"
              }
            },
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "EmailTemplateSummary": {
                "additionalProperties": false,
                "properties": {
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "enabled": {
                    "type": "boolean"
                  },
                  "id": {
                    "type": "string"
                  },
                  "name": {
                    "maxLength": 160,
                    "type": "string"
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "workspaces": {
                    "items": {
                      "$ref": "#/$defs/WorkspaceReference"
                    },
                    "type": "array"
                  }
                },
                "required": [
                  "id",
                  "name",
                  "enabled",
                  "workspaces",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              },
              "Pagination": {
                "properties": {
                  "has_more": {
                    "type": "boolean"
                  },
                  "next_cursor": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "has_more",
                  "next_cursor"
                ],
                "type": "object"
              },
              "WorkspaceReference": {
                "properties": {
                  "id": {
                    "type": "string"
                  },
                  "name": {
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "name"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "listEmailTemplates",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "items": {
                      "$ref": "#/$defs/EmailTemplateSummary"
                    },
                    "type": "array"
                  },
                  "pagination": {
                    "$ref": "#/$defs/Pagination"
                  }
                },
                "required": [
                  "data",
                  "pagination"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "idempotentHint": true,
            "openWorldHint": false,
            "readOnlyHint": true,
            "title": "List email templates"
          }
        },
        {
          "name": "email_templates_create",
          "title": "Create an email template",
          "description": "Creates a reusable email template scoped to the authenticated workspace. Effect: workspace-change. Retry with the same idempotency_key. Permission: email_templates:write. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "$defs": {
              "BroadcastEmailDocument": {
                "allOf": [
                  {
                    "$ref": "#/$defs/BroadcastEmailNode"
                  }
                ],
                "description": "A structured email document. The root node must use type `doc` and contain supported block nodes. For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                "example": {
                  "content": [
                    {
                      "content": [
                        {
                          "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                          "type": "text"
                        }
                      ],
                      "type": "paragraph"
                    }
                  ],
                  "type": "doc"
                },
                "examples": [
                  {
                    "content": [
                      {
                        "content": [
                          {
                            "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                            "type": "text"
                          }
                        ],
                        "type": "paragraph"
                      }
                    ],
                    "type": "doc"
                  }
                ]
              },
              "BroadcastEmailMark": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "color": {
                        "type": "string"
                      },
                      "fontSize": {
                        "type": "string"
                      },
                      "href": {
                        "type": "string"
                      }
                    },
                    "type": "object"
                  },
                  "type": {
                    "enum": [
                      "bold",
                      "italic",
                      "strike",
                      "underline",
                      "link",
                      "textStyle",
                      "highlight"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "BroadcastEmailNode": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "align": {
                        "enum": [
                          "left",
                          "center",
                          "right"
                        ],
                        "type": "string"
                      },
                      "alt": {
                        "type": "string"
                      },
                      "backgroundColor": {
                        "type": "string"
                      },
                      "backgroundImageUrl": {
                        "type": "string"
                      },
                      "blockquoteBorderColor": {
                        "type": "string"
                      },
                      "borderColor": {
                        "type": "string"
                      },
                      "borderRadius": {
                        "enum": [
                          "none",
                          "normal",
                          "small",
                          "large",
                          "full"
                        ],
                        "type": "string"
                      },
                      "borderWidth": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "caption": {
                        "type": "string"
                      },
                      "columns": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "crop": {
                        "enum": [
                          "none",
                          "square",
                          "circle"
                        ],
                        "type": "string"
                      },
                      "fillColumn": {
                        "type": "boolean"
                      },
                      "href": {
                        "type": "string"
                      },
                      "id": {
                        "type": "string"
                      },
                      "label": {
                        "type": "string"
                      },
                      "layoutAlignment": {
                        "enum": [
                          "left",
                          "center"
                        ],
                        "type": "string"
                      },
                      "level": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "linkColor": {
                        "type": "string"
                      },
                      "margin": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "padding": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "size": {
                        "enum": [
                          "small",
                          "medium",
                          "large"
                        ],
                        "type": "string"
                      },
                      "source": {
                        "enum": [
                          "unsplash"
                        ],
                        "type": "string"
                      },
                      "src": {
                        "type": "string"
                      },
                      "textAlign": {
                        "enum": [
                          "left",
                          "center",
                          "right",
                          "justify"
                        ],
                        "type": "string"
                      },
                      "textColor": {
                        "type": "string"
                      },
                      "title": {
                        "type": "string"
                      },
                      "unsplash": {
                        "additionalProperties": false,
                        "properties": {
                          "photoId": {
                            "type": "string"
                          },
                          "photographerName": {
                            "type": "string"
                          },
                          "photographerUrl": {
                            "type": "string"
                          },
                          "photographerUsername": {
                            "type": "string"
                          },
                          "unsplashUrl": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "photographerName"
                        ],
                        "type": "object"
                      },
                      "verticalAlign": {
                        "enum": [
                          "top",
                          "middle",
                          "bottom"
                        ],
                        "type": "string"
                      },
                      "width": {
                        "enum": [
                          "default",
                          "large",
                          "full",
                          "fit"
                        ],
                        "type": "string"
                      },
                      "widthPercent": {
                        "maximum": 100,
                        "minimum": 1,
                        "type": "number"
                      }
                    },
                    "type": "object"
                  },
                  "content": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailNode"
                    },
                    "type": "array"
                  },
                  "marks": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailMark"
                    },
                    "type": "array"
                  },
                  "text": {
                    "type": "string"
                  },
                  "type": {
                    "enum": [
                      "doc",
                      "paragraph",
                      "heading",
                      "text",
                      "hardBreak",
                      "bulletList",
                      "orderedList",
                      "listItem",
                      "blockquote",
                      "emailSection",
                      "emailSectionColumn",
                      "emailButton",
                      "image",
                      "horizontalRule"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "EmailTemplateUpsertRequest": {
                "additionalProperties": false,
                "anyOf": [
                  {
                    "required": [
                      "body_document"
                    ]
                  },
                  {
                    "required": [
                      "starting_point_id"
                    ]
                  }
                ],
                "properties": {
                  "body_document": {
                    "allOf": [
                      {
                        "$ref": "#/$defs/BroadcastEmailDocument"
                      }
                    ],
                    "description": "Structured email editor content. The serialized document must be 512000 bytes or less. For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text."
                  },
                  "enabled": {
                    "type": "boolean"
                  },
                  "name": {
                    "maxLength": 160,
                    "type": "string"
                  },
                  "starting_point_id": {
                    "description": "Creates the email template from this canonical starting point. Do not also provide body_document.",
                    "type": "string"
                  }
                },
                "required": [
                  "name"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "properties": {
              "body": {
                "$ref": "#/$defs/EmailTemplateUpsertRequest",
                "description": "The exact JSON request body defined by the Mailrith public API contract.",
                "type": "object"
              },
              "idempotency_key": {
                "description": "Optional idempotency key to retry the request safely. It must not exceed 256 UTF-8 bytes.",
                "maxLength": 256,
                "type": "string"
              }
            },
            "required": [
              "body"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "BroadcastEmailDocument": {
                "allOf": [
                  {
                    "$ref": "#/$defs/BroadcastEmailNode"
                  }
                ],
                "description": "A structured email document. The root node must use type `doc` and contain supported block nodes. For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                "example": {
                  "content": [
                    {
                      "content": [
                        {
                          "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                          "type": "text"
                        }
                      ],
                      "type": "paragraph"
                    }
                  ],
                  "type": "doc"
                },
                "examples": [
                  {
                    "content": [
                      {
                        "content": [
                          {
                            "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                            "type": "text"
                          }
                        ],
                        "type": "paragraph"
                      }
                    ],
                    "type": "doc"
                  }
                ]
              },
              "BroadcastEmailMark": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "color": {
                        "type": "string"
                      },
                      "fontSize": {
                        "type": "string"
                      },
                      "href": {
                        "type": "string"
                      }
                    },
                    "type": "object"
                  },
                  "type": {
                    "enum": [
                      "bold",
                      "italic",
                      "strike",
                      "underline",
                      "link",
                      "textStyle",
                      "highlight"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "BroadcastEmailNode": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "align": {
                        "enum": [
                          "left",
                          "center",
                          "right"
                        ],
                        "type": "string"
                      },
                      "alt": {
                        "type": "string"
                      },
                      "backgroundColor": {
                        "type": "string"
                      },
                      "backgroundImageUrl": {
                        "type": "string"
                      },
                      "blockquoteBorderColor": {
                        "type": "string"
                      },
                      "borderColor": {
                        "type": "string"
                      },
                      "borderRadius": {
                        "enum": [
                          "none",
                          "normal",
                          "small",
                          "large",
                          "full"
                        ],
                        "type": "string"
                      },
                      "borderWidth": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "caption": {
                        "type": "string"
                      },
                      "columns": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "crop": {
                        "enum": [
                          "none",
                          "square",
                          "circle"
                        ],
                        "type": "string"
                      },
                      "fillColumn": {
                        "type": "boolean"
                      },
                      "href": {
                        "type": "string"
                      },
                      "id": {
                        "type": "string"
                      },
                      "label": {
                        "type": "string"
                      },
                      "layoutAlignment": {
                        "enum": [
                          "left",
                          "center"
                        ],
                        "type": "string"
                      },
                      "level": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "linkColor": {
                        "type": "string"
                      },
                      "margin": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "padding": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "size": {
                        "enum": [
                          "small",
                          "medium",
                          "large"
                        ],
                        "type": "string"
                      },
                      "source": {
                        "enum": [
                          "unsplash"
                        ],
                        "type": "string"
                      },
                      "src": {
                        "type": "string"
                      },
                      "textAlign": {
                        "enum": [
                          "left",
                          "center",
                          "right",
                          "justify"
                        ],
                        "type": "string"
                      },
                      "textColor": {
                        "type": "string"
                      },
                      "title": {
                        "type": "string"
                      },
                      "unsplash": {
                        "additionalProperties": false,
                        "properties": {
                          "photoId": {
                            "type": "string"
                          },
                          "photographerName": {
                            "type": "string"
                          },
                          "photographerUrl": {
                            "type": "string"
                          },
                          "photographerUsername": {
                            "type": "string"
                          },
                          "unsplashUrl": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "photographerName"
                        ],
                        "type": "object"
                      },
                      "verticalAlign": {
                        "enum": [
                          "top",
                          "middle",
                          "bottom"
                        ],
                        "type": "string"
                      },
                      "width": {
                        "enum": [
                          "default",
                          "large",
                          "full",
                          "fit"
                        ],
                        "type": "string"
                      },
                      "widthPercent": {
                        "maximum": 100,
                        "minimum": 1,
                        "type": "number"
                      }
                    },
                    "type": "object"
                  },
                  "content": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailNode"
                    },
                    "type": "array"
                  },
                  "marks": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailMark"
                    },
                    "type": "array"
                  },
                  "text": {
                    "type": "string"
                  },
                  "type": {
                    "enum": [
                      "doc",
                      "paragraph",
                      "heading",
                      "text",
                      "hardBreak",
                      "bulletList",
                      "orderedList",
                      "listItem",
                      "blockquote",
                      "emailSection",
                      "emailSectionColumn",
                      "emailButton",
                      "image",
                      "horizontalRule"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "EmailTemplate": {
                "properties": {
                  "body": {
                    "type": "string"
                  },
                  "body_document": {
                    "allOf": [
                      {
                        "$ref": "#/$defs/BroadcastEmailDocument"
                      }
                    ],
                    "description": "Structured email editor content. The serialized document must be 512000 bytes or less. For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text."
                  },
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "enabled": {
                    "type": "boolean"
                  },
                  "id": {
                    "type": "string"
                  },
                  "name": {
                    "maxLength": 160,
                    "type": "string"
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "workspaces": {
                    "items": {
                      "$ref": "#/$defs/WorkspaceReference"
                    },
                    "type": "array"
                  }
                },
                "required": [
                  "id",
                  "name",
                  "body",
                  "body_document",
                  "enabled",
                  "workspaces",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              },
              "WorkspaceReference": {
                "properties": {
                  "id": {
                    "type": "string"
                  },
                  "name": {
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "name"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "createEmailTemplate",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/EmailTemplate"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "idempotentHint": false,
            "openWorldHint": false,
            "readOnlyHint": false,
            "title": "Create an email template"
          }
        },
        {
          "name": "email_templates_get",
          "title": "Get an email template",
          "description": "Returns a reusable email template linked to the authenticated workspace. Permission: email_templates:read. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "additionalProperties": false,
            "properties": {
              "template_id": {
                "description": "The email template identifier.",
                "type": "string"
              }
            },
            "required": [
              "template_id"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "BroadcastEmailDocument": {
                "allOf": [
                  {
                    "$ref": "#/$defs/BroadcastEmailNode"
                  }
                ],
                "description": "A structured email document. The root node must use type `doc` and contain supported block nodes. For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                "example": {
                  "content": [
                    {
                      "content": [
                        {
                          "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                          "type": "text"
                        }
                      ],
                      "type": "paragraph"
                    }
                  ],
                  "type": "doc"
                },
                "examples": [
                  {
                    "content": [
                      {
                        "content": [
                          {
                            "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                            "type": "text"
                          }
                        ],
                        "type": "paragraph"
                      }
                    ],
                    "type": "doc"
                  }
                ]
              },
              "BroadcastEmailMark": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "color": {
                        "type": "string"
                      },
                      "fontSize": {
                        "type": "string"
                      },
                      "href": {
                        "type": "string"
                      }
                    },
                    "type": "object"
                  },
                  "type": {
                    "enum": [
                      "bold",
                      "italic",
                      "strike",
                      "underline",
                      "link",
                      "textStyle",
                      "highlight"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "BroadcastEmailNode": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "align": {
                        "enum": [
                          "left",
                          "center",
                          "right"
                        ],
                        "type": "string"
                      },
                      "alt": {
                        "type": "string"
                      },
                      "backgroundColor": {
                        "type": "string"
                      },
                      "backgroundImageUrl": {
                        "type": "string"
                      },
                      "blockquoteBorderColor": {
                        "type": "string"
                      },
                      "borderColor": {
                        "type": "string"
                      },
                      "borderRadius": {
                        "enum": [
                          "none",
                          "normal",
                          "small",
                          "large",
                          "full"
                        ],
                        "type": "string"
                      },
                      "borderWidth": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "caption": {
                        "type": "string"
                      },
                      "columns": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "crop": {
                        "enum": [
                          "none",
                          "square",
                          "circle"
                        ],
                        "type": "string"
                      },
                      "fillColumn": {
                        "type": "boolean"
                      },
                      "href": {
                        "type": "string"
                      },
                      "id": {
                        "type": "string"
                      },
                      "label": {
                        "type": "string"
                      },
                      "layoutAlignment": {
                        "enum": [
                          "left",
                          "center"
                        ],
                        "type": "string"
                      },
                      "level": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "linkColor": {
                        "type": "string"
                      },
                      "margin": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "padding": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "size": {
                        "enum": [
                          "small",
                          "medium",
                          "large"
                        ],
                        "type": "string"
                      },
                      "source": {
                        "enum": [
                          "unsplash"
                        ],
                        "type": "string"
                      },
                      "src": {
                        "type": "string"
                      },
                      "textAlign": {
                        "enum": [
                          "left",
                          "center",
                          "right",
                          "justify"
                        ],
                        "type": "string"
                      },
                      "textColor": {
                        "type": "string"
                      },
                      "title": {
                        "type": "string"
                      },
                      "unsplash": {
                        "additionalProperties": false,
                        "properties": {
                          "photoId": {
                            "type": "string"
                          },
                          "photographerName": {
                            "type": "string"
                          },
                          "photographerUrl": {
                            "type": "string"
                          },
                          "photographerUsername": {
                            "type": "string"
                          },
                          "unsplashUrl": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "photographerName"
                        ],
                        "type": "object"
                      },
                      "verticalAlign": {
                        "enum": [
                          "top",
                          "middle",
                          "bottom"
                        ],
                        "type": "string"
                      },
                      "width": {
                        "enum": [
                          "default",
                          "large",
                          "full",
                          "fit"
                        ],
                        "type": "string"
                      },
                      "widthPercent": {
                        "maximum": 100,
                        "minimum": 1,
                        "type": "number"
                      }
                    },
                    "type": "object"
                  },
                  "content": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailNode"
                    },
                    "type": "array"
                  },
                  "marks": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailMark"
                    },
                    "type": "array"
                  },
                  "text": {
                    "type": "string"
                  },
                  "type": {
                    "enum": [
                      "doc",
                      "paragraph",
                      "heading",
                      "text",
                      "hardBreak",
                      "bulletList",
                      "orderedList",
                      "listItem",
                      "blockquote",
                      "emailSection",
                      "emailSectionColumn",
                      "emailButton",
                      "image",
                      "horizontalRule"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "EmailTemplate": {
                "properties": {
                  "body": {
                    "type": "string"
                  },
                  "body_document": {
                    "allOf": [
                      {
                        "$ref": "#/$defs/BroadcastEmailDocument"
                      }
                    ],
                    "description": "Structured email editor content. The serialized document must be 512000 bytes or less. For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text."
                  },
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "enabled": {
                    "type": "boolean"
                  },
                  "id": {
                    "type": "string"
                  },
                  "name": {
                    "maxLength": 160,
                    "type": "string"
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "workspaces": {
                    "items": {
                      "$ref": "#/$defs/WorkspaceReference"
                    },
                    "type": "array"
                  }
                },
                "required": [
                  "id",
                  "name",
                  "body",
                  "body_document",
                  "enabled",
                  "workspaces",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              },
              "WorkspaceReference": {
                "properties": {
                  "id": {
                    "type": "string"
                  },
                  "name": {
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "name"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "getEmailTemplate",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/EmailTemplate"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "idempotentHint": true,
            "openWorldHint": false,
            "readOnlyHint": true,
            "title": "Get an email template"
          }
        },
        {
          "name": "email_templates_preview",
          "title": "Preview an email template for a Subscriber",
          "description": "Renders one template using a saved Subscriber's name, email, and custom fields without sending or saving anything. Permissions: subscribers:read, email_templates:read. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "$defs": {
              "SubscriberPreviewRequest": {
                "additionalProperties": false,
                "properties": {
                  "subscriber_id": {
                    "description": "The saved Subscriber whose name, email, and custom fields should be used for personalization.",
                    "type": "string"
                  }
                },
                "required": [
                  "subscriber_id"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "properties": {
              "body": {
                "$ref": "#/$defs/SubscriberPreviewRequest",
                "description": "The exact JSON request body defined by the Mailrith public API contract.",
                "type": "object"
              },
              "template_id": {
                "description": "The email template identifier.",
                "type": "string"
              }
            },
            "required": [
              "template_id",
              "body"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "EmailTemplatePreview": {
                "additionalProperties": false,
                "properties": {
                  "html": {
                    "type": "string"
                  },
                  "subscriber_id": {
                    "type": "string"
                  },
                  "template_id": {
                    "type": "string"
                  },
                  "text": {
                    "type": "string"
                  }
                },
                "required": [
                  "template_id",
                  "subscriber_id",
                  "html",
                  "text"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "previewEmailTemplate",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/EmailTemplatePreview"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "idempotentHint": true,
            "openWorldHint": false,
            "readOnlyHint": true,
            "title": "Preview an email template for a Subscriber"
          }
        },
        {
          "name": "email_templates_update",
          "title": "Update an email template",
          "description": "Updates the content or enabled state of an existing email template. Effect: workspace-change. Retry after reading the current resource state. Permission: email_templates:write. API reference: https://mailrith.com/developers/api-reference.",
          "inputSchema": {
            "$defs": {
              "BroadcastEmailDocument": {
                "allOf": [
                  {
                    "$ref": "#/$defs/BroadcastEmailNode"
                  }
                ],
                "description": "A structured email document. The root node must use type `doc` and contain supported block nodes. For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                "example": {
                  "content": [
                    {
                      "content": [
                        {
                          "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                          "type": "text"
                        }
                      ],
                      "type": "paragraph"
                    }
                  ],
                  "type": "doc"
                },
                "examples": [
                  {
                    "content": [
                      {
                        "content": [
                          {
                            "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                            "type": "text"
                          }
                        ],
                        "type": "paragraph"
                      }
                    ],
                    "type": "doc"
                  }
                ]
              },
              "BroadcastEmailMark": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "color": {
                        "type": "string"
                      },
                      "fontSize": {
                        "type": "string"
                      },
                      "href": {
                        "type": "string"
                      }
                    },
                    "type": "object"
                  },
                  "type": {
                    "enum": [
                      "bold",
                      "italic",
                      "strike",
                      "underline",
                      "link",
                      "textStyle",
                      "highlight"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "BroadcastEmailNode": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "align": {
                        "enum": [
                          "left",
                          "center",
                          "right"
                        ],
                        "type": "string"
                      },
                      "alt": {
                        "type": "string"
                      },
                      "backgroundColor": {
                        "type": "string"
                      },
                      "backgroundImageUrl": {
                        "type": "string"
                      },
                      "blockquoteBorderColor": {
                        "type": "string"
                      },
                      "borderColor": {
                        "type": "string"
                      },
                      "borderRadius": {
                        "enum": [
                          "none",
                          "normal",
                          "small",
                          "large",
                          "full"
                        ],
                        "type": "string"
                      },
                      "borderWidth": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "caption": {
                        "type": "string"
                      },
                      "columns": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "crop": {
                        "enum": [
                          "none",
                          "square",
                          "circle"
                        ],
                        "type": "string"
                      },
                      "fillColumn": {
                        "type": "boolean"
                      },
                      "href": {
                        "type": "string"
                      },
                      "id": {
                        "type": "string"
                      },
                      "label": {
                        "type": "string"
                      },
                      "layoutAlignment": {
                        "enum": [
                          "left",
                          "center"
                        ],
                        "type": "string"
                      },
                      "level": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "linkColor": {
                        "type": "string"
                      },
                      "margin": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "padding": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "size": {
                        "enum": [
                          "small",
                          "medium",
                          "large"
                        ],
                        "type": "string"
                      },
                      "source": {
                        "enum": [
                          "unsplash"
                        ],
                        "type": "string"
                      },
                      "src": {
                        "type": "string"
                      },
                      "textAlign": {
                        "enum": [
                          "left",
                          "center",
                          "right",
                          "justify"
                        ],
                        "type": "string"
                      },
                      "textColor": {
                        "type": "string"
                      },
                      "title": {
                        "type": "string"
                      },
                      "unsplash": {
                        "additionalProperties": false,
                        "properties": {
                          "photoId": {
                            "type": "string"
                          },
                          "photographerName": {
                            "type": "string"
                          },
                          "photographerUrl": {
                            "type": "string"
                          },
                          "photographerUsername": {
                            "type": "string"
                          },
                          "unsplashUrl": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "photographerName"
                        ],
                        "type": "object"
                      },
                      "verticalAlign": {
                        "enum": [
                          "top",
                          "middle",
                          "bottom"
                        ],
                        "type": "string"
                      },
                      "width": {
                        "enum": [
                          "default",
                          "large",
                          "full",
                          "fit"
                        ],
                        "type": "string"
                      },
                      "widthPercent": {
                        "maximum": 100,
                        "minimum": 1,
                        "type": "number"
                      }
                    },
                    "type": "object"
                  },
                  "content": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailNode"
                    },
                    "type": "array"
                  },
                  "marks": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailMark"
                    },
                    "type": "array"
                  },
                  "text": {
                    "type": "string"
                  },
                  "type": {
                    "enum": [
                      "doc",
                      "paragraph",
                      "heading",
                      "text",
                      "hardBreak",
                      "bulletList",
                      "orderedList",
                      "listItem",
                      "blockquote",
                      "emailSection",
                      "emailSectionColumn",
                      "emailButton",
                      "image",
                      "horizontalRule"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "EmailTemplateUpdateRequest": {
                "additionalProperties": false,
                "minProperties": 1,
                "properties": {
                  "body_document": {
                    "allOf": [
                      {
                        "$ref": "#/$defs/BroadcastEmailDocument"
                      }
                    ],
                    "description": "Structured email editor content. The serialized document must be 512000 bytes or less. For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text."
                  },
                  "enabled": {
                    "type": "boolean"
                  },
                  "name": {
                    "maxLength": 160,
                    "type": "string"
                  }
                },
                "type": "object"
              }
            },
            "additionalProperties": false,
            "properties": {
              "body": {
                "$ref": "#/$defs/EmailTemplateUpdateRequest",
                "description": "The exact JSON request body defined by the Mailrith public API contract.",
                "type": "object"
              },
              "template_id": {
                "description": "The email template identifier.",
                "type": "string"
              }
            },
            "required": [
              "template_id",
              "body"
            ],
            "type": "object"
          },
          "outputSchema": {
            "$defs": {
              "BroadcastEmailDocument": {
                "allOf": [
                  {
                    "$ref": "#/$defs/BroadcastEmailNode"
                  }
                ],
                "description": "A structured email document. The root node must use type `doc` and contain supported block nodes. For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text.",
                "example": {
                  "content": [
                    {
                      "content": [
                        {
                          "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                          "type": "text"
                        }
                      ],
                      "type": "paragraph"
                    }
                  ],
                  "type": "doc"
                },
                "examples": [
                  {
                    "content": [
                      {
                        "content": [
                          {
                            "text": "Hello [Subscriber_Name, fallback=\"friend\"].",
                            "type": "text"
                          }
                        ],
                        "type": "paragraph"
                      }
                    ],
                    "type": "doc"
                  }
                ]
              },
              "BroadcastEmailMark": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "color": {
                        "type": "string"
                      },
                      "fontSize": {
                        "type": "string"
                      },
                      "href": {
                        "type": "string"
                      }
                    },
                    "type": "object"
                  },
                  "type": {
                    "enum": [
                      "bold",
                      "italic",
                      "strike",
                      "underline",
                      "link",
                      "textStyle",
                      "highlight"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "BroadcastEmailNode": {
                "additionalProperties": false,
                "properties": {
                  "attrs": {
                    "additionalProperties": false,
                    "properties": {
                      "align": {
                        "enum": [
                          "left",
                          "center",
                          "right"
                        ],
                        "type": "string"
                      },
                      "alt": {
                        "type": "string"
                      },
                      "backgroundColor": {
                        "type": "string"
                      },
                      "backgroundImageUrl": {
                        "type": "string"
                      },
                      "blockquoteBorderColor": {
                        "type": "string"
                      },
                      "borderColor": {
                        "type": "string"
                      },
                      "borderRadius": {
                        "enum": [
                          "none",
                          "normal",
                          "small",
                          "large",
                          "full"
                        ],
                        "type": "string"
                      },
                      "borderWidth": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "caption": {
                        "type": "string"
                      },
                      "columns": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "crop": {
                        "enum": [
                          "none",
                          "square",
                          "circle"
                        ],
                        "type": "string"
                      },
                      "fillColumn": {
                        "type": "boolean"
                      },
                      "href": {
                        "type": "string"
                      },
                      "id": {
                        "type": "string"
                      },
                      "label": {
                        "type": "string"
                      },
                      "layoutAlignment": {
                        "enum": [
                          "left",
                          "center"
                        ],
                        "type": "string"
                      },
                      "level": {
                        "enum": [
                          1,
                          2,
                          3
                        ],
                        "type": "integer"
                      },
                      "linkColor": {
                        "type": "string"
                      },
                      "margin": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "padding": {
                        "enum": [
                          "none",
                          "normal",
                          "large"
                        ],
                        "type": "string"
                      },
                      "size": {
                        "enum": [
                          "small",
                          "medium",
                          "large"
                        ],
                        "type": "string"
                      },
                      "source": {
                        "enum": [
                          "unsplash"
                        ],
                        "type": "string"
                      },
                      "src": {
                        "type": "string"
                      },
                      "textAlign": {
                        "enum": [
                          "left",
                          "center",
                          "right",
                          "justify"
                        ],
                        "type": "string"
                      },
                      "textColor": {
                        "type": "string"
                      },
                      "title": {
                        "type": "string"
                      },
                      "unsplash": {
                        "additionalProperties": false,
                        "properties": {
                          "photoId": {
                            "type": "string"
                          },
                          "photographerName": {
                            "type": "string"
                          },
                          "photographerUrl": {
                            "type": "string"
                          },
                          "photographerUsername": {
                            "type": "string"
                          },
                          "unsplashUrl": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "photographerName"
                        ],
                        "type": "object"
                      },
                      "verticalAlign": {
                        "enum": [
                          "top",
                          "middle",
                          "bottom"
                        ],
                        "type": "string"
                      },
                      "width": {
                        "enum": [
                          "default",
                          "large",
                          "full",
                          "fit"
                        ],
                        "type": "string"
                      },
                      "widthPercent": {
                        "maximum": 100,
                        "minimum": 1,
                        "type": "number"
                      }
                    },
                    "type": "object"
                  },
                  "content": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailNode"
                    },
                    "type": "array"
                  },
                  "marks": {
                    "items": {
                      "$ref": "#/$defs/BroadcastEmailMark"
                    },
                    "type": "array"
                  },
                  "text": {
                    "type": "string"
                  },
                  "type": {
                    "enum": [
                      "doc",
                      "paragraph",
                      "heading",
                      "text",
                      "hardBreak",
                      "bulletList",
                      "orderedList",
                      "listItem",
                      "blockquote",
                      "emailSection",
                      "emailSectionColumn",
                      "emailButton",
                      "image",
                      "horizontalRule"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "type"
                ],
                "type": "object"
              },
              "EmailTemplate": {
                "properties": {
                  "body": {
                    "type": "string"
                  },
                  "body_document": {
                    "allOf": [
                      {
                        "$ref": "#/$defs/BroadcastEmailDocument"
                      }
                    ],
                    "description": "Structured email editor content. The serialized document must be 512000 bytes or less. For Subscriber personalization in email subjects and body text nodes, use Mailrith bracket tokens such as [Subscriber_Name, fallback=\"friend\"] or [Subscriber_Email, fallback=\"\"]. Before using a custom field, call custom_fields_list or custom_fields_get and copy its personalization_token exactly. Do not use Handlebars-style variables such as {{ subscriber.name }}; Mailrith sends them as literal text."
                  },
                  "created_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "enabled": {
                    "type": "boolean"
                  },
                  "id": {
                    "type": "string"
                  },
                  "name": {
                    "maxLength": 160,
                    "type": "string"
                  },
                  "self": {
                    "description": "Stable relative Public API path for retrieving this resource.",
                    "type": "string"
                  },
                  "updated_at": {
                    "format": "date-time",
                    "type": "string"
                  },
                  "workspaces": {
                    "items": {
                      "$ref": "#/$defs/WorkspaceReference"
                    },
                    "type": "array"
                  }
                },
                "required": [
                  "id",
                  "name",
                  "body",
                  "body_document",
                  "enabled",
                  "workspaces",
                  "created_at",
                  "updated_at",
                  "self"
                ],
                "type": "object"
              },
              "WorkspaceReference": {
                "properties": {
                  "id": {
                    "type": "string"
                  },
                  "name": {
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "name"
                ],
                "type": "object"
              }
            },
            "additionalProperties": false,
            "anyOf": [
              {
                "required": [
                  "response"
                ]
              },
              {
                "required": [
                  "error"
                ]
              }
            ],
            "properties": {
              "error": {
                "additionalProperties": false,
                "properties": {
                  "access_update_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "category": {
                    "enum": [
                      "validation",
                      "authentication",
                      "permission",
                      "conflict",
                      "rate_limit",
                      "transient",
                      "unknown"
                    ],
                    "type": "string"
                  },
                  "code": {
                    "type": "string"
                  },
                  "credential_type": {
                    "enum": [
                      "workspace_api_key",
                      "oauth_access_token"
                    ],
                    "type": "string"
                  },
                  "details": {
                    "additionalProperties": false,
                    "properties": {
                      "field": {
                        "type": "string"
                      },
                      "reason": {
                        "type": "string"
                      },
                      "resource": {
                        "additionalProperties": false,
                        "properties": {
                          "id": {
                            "type": "string"
                          },
                          "type": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "type",
                          "id"
                        ],
                        "type": "object"
                      }
                    },
                    "type": "object"
                  },
                  "issues": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "message": {
                          "type": "string"
                        },
                        "path": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "path",
                        "code",
                        "message"
                      ],
                      "type": "object"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "message": {
                    "type": "string"
                  },
                  "missing_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "permissions_help_url": {
                    "format": "uri",
                    "type": "string"
                  },
                  "prerequisite": {
                    "additionalProperties": false,
                    "properties": {
                      "required_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      },
                      "resource": {
                        "type": "string"
                      },
                      "setup_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "state": {
                        "enum": [
                          "missing",
                          "disabled"
                        ],
                        "type": "string"
                      },
                      "work_profile": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "resource",
                      "state"
                    ],
                    "type": "object"
                  },
                  "recommended_work_profiles": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 20,
                    "type": "array"
                  },
                  "reconnect_required": {
                    "type": "boolean"
                  },
                  "recovery": {
                    "additionalProperties": false,
                    "properties": {
                      "access_update_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "action": {
                        "enum": [
                          "replace_api_key",
                          "reconnect_oauth"
                        ],
                        "type": "string"
                      },
                      "message": {
                        "type": "string"
                      },
                      "permissions_help_url": {
                        "format": "uri",
                        "type": "string"
                      },
                      "replacement_scopes": {
                        "items": {
                          "type": "string"
                        },
                        "maxItems": 50,
                        "type": "array"
                      }
                    },
                    "required": [
                      "action",
                      "message"
                    ],
                    "type": "object"
                  },
                  "replacement_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "required_scopes": {
                    "items": {
                      "type": "string"
                    },
                    "maxItems": 50,
                    "type": "array"
                  },
                  "retry": {
                    "additionalProperties": false,
                    "properties": {
                      "guidance": {
                        "type": "string"
                      },
                      "safe": {
                        "type": "boolean"
                      }
                    },
                    "required": [
                      "safe",
                      "guidance"
                    ],
                    "type": "object"
                  },
                  "retryable": {
                    "type": "boolean"
                  },
                  "status": {
                    "anyOf": [
                      {
                        "type": "integer"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "required": [
                  "category",
                  "status",
                  "code",
                  "message",
                  "retryable"
                ],
                "type": "object"
              },
              "operation_id": {
                "const": "updateEmailTemplate",
                "description": "The stable Mailrith public API operation ID.",
                "type": "string"
              },
              "request_id": {
                "description": "The stable correlation ID for this MCP tool invocation.",
                "pattern": "^mcp_[0-9a-f-]{36}$",
                "type": "string"
              },
              "response": {
                "properties": {
                  "data": {
                    "$ref": "#/$defs/EmailTemplate"
                  }
                },
                "required": [
                  "data"
                ],
                "type": "object"
              }
            },
            "required": [
              "operation_id",
              "request_id"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": true,
            "idempotentHint": true,
            "openWorldHint": false,
            "readOnlyHint": false,
            "title": "Update an email template"
          }
        }
      ]
    },
    "name": "Mailrith Email Marketing",
    "note": "Indexed from the official MCP registry: facts and our own checks, not reviewed, so no score, grade or rank.",
    "packages": [
      {
        "registryType": "npm",
        "identifier": "@mailrith/mcp-server",
        "version": "1.1.1",
        "transport": "stdio"
      }
    ],
    "pageJsonUrl": "https://www.anchorterminal.com/tools/mailrith.json",
    "popularity": {
      "githubStars": 0,
      "npmWeekly": 62
    },
    "registryName": "com.mailrith/mailrith",
    "remotes": [
      {
        "type": "streamable-http",
        "url": "https://api.mailrith.com/mcp"
      }
    ],
    "repository": "https://github.com/anrawool/mailrith-agent-platform",
    "reviewed": false,
    "slug": "mailrith",
    "source": "the official MCP registry",
    "sourceUrl": "https://registry.modelcontextprotocol.io/v0.1/servers?search=com.mailrith/mailrith",
    "summary": "Manage Subscribers, Broadcasts, Sequences, Automations, and reporting in Mailrith.",
    "updatedAt": "2026-08-27T05:22:18Z",
    "url": "https://www.anchorterminal.com/tools/mailrith",
    "vendor": "mailrith.com",
    "vendorUrl": "https://mailrith.com/developers/mcp",
    "version": "1.1.1",
    "websiteUrl": "https://mailrith.com/developers/mcp",
    "where": "both",
    "why": [
      "vendor"
    ]
  }
}
