{
  "data": {
    "tool": {
      "category": "inference",
      "endpoint": "https://llmintel.ai/v1/mcp",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/llmintel-model-lifecycle.json",
      "kind": "mcp",
      "listed": "indexed",
      "liveUrl": "https://www.anchorterminal.com/api/v1/live/llmintel-model-lifecycle.json",
      "markdownUrl": "https://www.anchorterminal.com/tools/llmintel-model-lifecycle.md",
      "mcpTools": {
        "check": {
          "checker": "anchor-check/1.0",
          "totalTokens": 924,
          "counts": {
            "error": 0,
            "note": 1,
            "warn": 0
          },
          "findings": [
            {
              "rule": "TC24",
              "severity": "note",
              "message": "5 of 5 tools have no outputSchema",
              "fix": "Declare outputSchema for tools that return structured data, and return structuredContent that matches it."
            }
          ]
        },
        "checkedAt": "2026-10-04T22:20:19Z",
        "count": 5,
        "schemaTokens": 924,
        "status": "ok",
        "tools": [
          {
            "name": "check_model",
            "title": "Check a model's lifecycle status",
            "description": "Check whether an LLM model id is safe to use, deprecated, or retired, and what to migrate to. Accepts the exact string used in code (e.g. 'gpt-4o', 'claude-sonnet-4-5-20250929', 'anthropic/claude-opus-4-1'). Call this before writing or changing any hardcoded model id.",
            "inputSchema": {
              "$schema": "http://json-schema.org/draft-07/schema#",
              "additionalProperties": false,
              "properties": {
                "model": {
                  "description": "Model id or alias exactly as it appears in code, e.g. 'gpt-4o'.",
                  "minLength": 1,
                  "type": "string"
                }
              },
              "required": [
                "model"
              ],
              "type": "object"
            },
            "annotations": {
              "openWorldHint": true,
              "readOnlyHint": true
            }
          },
          {
            "name": "list_retiring_models",
            "title": "List models retiring soon",
            "description": "List tracked models scheduled to retire within a time window, soonest first. Use this to audit a codebase or plan migration work.",
            "inputSchema": {
              "$schema": "http://json-schema.org/draft-07/schema#",
              "additionalProperties": false,
              "properties": {
                "provider": {
                  "description": "Restrict to one provider. Omit for all providers.",
                  "enum": [
                    "openai",
                    "anthropic",
                    "azure",
                    "bedrock",
                    "google",
                    "cohere",
                    "mistral"
                  ],
                  "type": "string"
                },
                "withinDays": {
                  "default": 180,
                  "description": "Only include models retiring within this many days. Defaults to 180.",
                  "exclusiveMinimum": 0,
                  "maximum": 1095,
                  "type": "integer"
                }
              },
              "type": "object"
            },
            "annotations": {
              "openWorldHint": true,
              "readOnlyHint": true
            }
          },
          {
            "name": "suggest_replacement",
            "title": "Suggest a replacement for a model",
            "description": "Given a deprecated or retiring model, return the provider's recommended replacement(s) and, when none is published, active models from the same provider to consider.",
            "inputSchema": {
              "$schema": "http://json-schema.org/draft-07/schema#",
              "additionalProperties": false,
              "properties": {
                "model": {
                  "description": "Model id or alias to find a replacement for.",
                  "minLength": 1,
                  "type": "string"
                }
              },
              "required": [
                "model"
              ],
              "type": "object"
            },
            "annotations": {
              "openWorldHint": true,
              "readOnlyHint": true
            }
          },
          {
            "name": "search_models",
            "title": "Search the model catalog",
            "description": "List tracked models, optionally filtered by provider and lifecycle state. Use this to discover what is currently available from a provider.",
            "inputSchema": {
              "$schema": "http://json-schema.org/draft-07/schema#",
              "additionalProperties": false,
              "properties": {
                "limit": {
                  "default": 50,
                  "description": "Maximum results.",
                  "exclusiveMinimum": 0,
                  "maximum": 200,
                  "type": "integer"
                },
                "provider": {
                  "description": "Filter by provider.",
                  "enum": [
                    "openai",
                    "anthropic",
                    "azure",
                    "bedrock",
                    "google",
                    "cohere",
                    "mistral"
                  ],
                  "type": "string"
                },
                "state": {
                  "description": "Filter by canonical lifecycle state, e.g. 'active' or 'deprecated'.",
                  "enum": [
                    "announced",
                    "active",
                    "legacy",
                    "deprecated",
                    "retiring",
                    "retired"
                  ],
                  "type": "string"
                }
              },
              "type": "object"
            },
            "annotations": {
              "openWorldHint": true,
              "readOnlyHint": true
            }
          },
          {
            "name": "recent_lifecycle_changes",
            "title": "Recent lifecycle changes",
            "description": "Lifecycle state changes across all tracked providers, newest first. Use this to answer 'what model deprecations happened recently?'.",
            "inputSchema": {
              "$schema": "http://json-schema.org/draft-07/schema#",
              "additionalProperties": false,
              "properties": {
                "provider": {
                  "description": "Restrict to one provider.",
                  "enum": [
                    "openai",
                    "anthropic",
                    "azure",
                    "bedrock",
                    "google",
                    "cohere",
                    "mistral"
                  ],
                  "type": "string"
                },
                "sinceDays": {
                  "default": 30,
                  "description": "Look back this many days. Defaults to 30.",
                  "exclusiveMinimum": 0,
                  "maximum": 365,
                  "type": "integer"
                }
              },
              "type": "object"
            },
            "annotations": {
              "openWorldHint": true,
              "readOnlyHint": true
            }
          }
        ]
      },
      "name": "LLMIntel Model Lifecycle",
      "note": "Indexed from the official MCP registry: facts and our own checks, not reviewed, so no score, grade or rank.",
      "packages": [
        {
          "registryType": "npm",
          "identifier": "@llmintel/mcp",
          "version": "0.2.0",
          "transport": "stdio"
        }
      ],
      "pageJsonUrl": "https://www.anchorterminal.com/tools/llmintel-model-lifecycle.json",
      "popularity": {
        "githubStars": 1,
        "npmWeekly": 53
      },
      "registryName": "ai.llmintel/model-lifecycle",
      "remotes": [
        {
          "type": "streamable-http",
          "url": "https://llmintel.ai/v1/mcp"
        }
      ],
      "repository": "https://github.com/hivemindunit/llmintel-mcp",
      "reviewed": false,
      "slug": "llmintel-model-lifecycle",
      "source": "the official MCP registry",
      "sourceUrl": "https://registry.modelcontextprotocol.io/v0.1/servers?search=ai.llmintel/model-lifecycle",
      "summary": "Check whether an LLM model id is deprecated, retiring, or retired, and what to migrate to.",
      "updatedAt": "2026-07-28T03:18:16Z",
      "url": "https://www.anchorterminal.com/tools/llmintel-model-lifecycle",
      "vendor": "llmintel.ai",
      "vendorUrl": "https://llmintel.ai",
      "version": "0.2.0",
      "websiteUrl": "https://llmintel.ai",
      "where": "both",
      "why": [
        "vendor"
      ]
    }
  },
  "kind": "anchor.page",
  "links": {
    "api": "https://www.anchorterminal.com/api/v1/index.json",
    "html": "https://www.anchorterminal.com/tools/llmintel-model-lifecycle",
    "json": "https://www.anchorterminal.com/tools/llmintel-model-lifecycle.json",
    "llms": "https://www.anchorterminal.com/llms.txt",
    "markdown": "https://www.anchorterminal.com/tools/llmintel-model-lifecycle.md",
    "slim": "https://www.anchorterminal.com/tools/llmintel-model-lifecycle.min.md"
  },
  "markdown": "# LLMIntel Model Lifecycle\n\n\u003e Indexed, not reviewed: facts from the official MCP registry and our own checks. No score, grade or rank, and not in the rankings until the panel reviews it. How the index works: https://www.anchorterminal.com/indexed/\n\n- Kind: MCP server, by llmintel.ai (https://llmintel.ai)\n- Category: Model APIs \u0026 inference (https://www.anchorterminal.com/categories/inference.md)\n- Listed because: It's published in the registry under llmintel.ai, a namespace the registry only gives to whoever proves they control that domain.\n- What the official MCP registry says: Check whether an LLM model id is deprecated, retiring, or retired, and what to migrate to.\n\n## Facts\n\n- MCP registry: `ai.llmintel/model-lifecycle` 0.2.0\n- Endpoint: https://llmintel.ai/v1/mcp (streamable HTTP)\n- Package: npm `@llmintel/mcp` (stdio)\n- Source: https://github.com/hivemindunit/llmintel-mcp\n- Website: https://llmintel.ai\n- npm downloads a week: 53\n- GitHub stars: 1\n- Registry entry updated: 2026-07-28\n\n## Tools\n\n- Tools it lists (5, about 924 tokens of context, `tools/list` without credentials over MCP 2025-11-25, checked 2026-10-04 22:20 UTC):\n  - `check_model` (read-only): Check whether an LLM model id is safe to use, deprecated, or retired, and what to migrate to. Accepts the exact string used in code (e.g. 'gpt-4o',…\n  - `list_retiring_models` (read-only): List tracked models scheduled to retire within a time window, soonest first. Use this to audit a codebase or plan migration work.\n  - `suggest_replacement` (read-only): Given a deprecated or retiring model, return the provider's recommended replacement(s) and, when none is published, active models from the same provider to…\n  - `search_models` (read-only): List tracked models, optionally filtered by provider and lifecycle state. Use this to discover what is currently available from a provider.\n  - `recent_lifecycle_changes` (read-only): Lifecycle state changes across all tracked providers, newest first. Use this to answer 'what model deprecations happened recently?'.\n- How its tools read to an agent (0 errors, 0 warnings, 1 note, about 924 tokens; rules at https://www.anchorterminal.com/check.md; not part of the score):\n  - note TC24 server: 5 of 5 tools have no outputSchema\n\n- JSON: https://www.anchorterminal.com/api/v1/tools/llmintel-model-lifecycle.json\n- Being indexed says nothing about quality, and nobody can pay for it. Ask for a review: https://www.anchorterminal.com/builders/#claiming\n",
  "meta": {
    "attribution": "Anchor Terminal (https://www.anchorterminal.com)",
    "docs": "https://www.anchorterminal.com/docs/",
    "generatedAt": "2026-10-05",
    "license": "CC-BY-4.0",
    "method": "https://www.anchorterminal.com/benchmark/",
    "methodology": "0.3",
    "openapi": "https://www.anchorterminal.com/openapi.json",
    "preview": false,
    "run": "2026-10-01",
    "runLabel": "October 2026 research run"
  },
  "page": {
    "breadcrumbs": [
      {
        "name": "Home",
        "url": "https://www.anchorterminal.com/"
      },
      {
        "name": "Terminal",
        "url": "https://www.anchorterminal.com/tools/"
      },
      {
        "name": "Indexed",
        "url": "https://www.anchorterminal.com/indexed/"
      },
      {
        "name": "LLMIntel Model Lifecycle",
        "url": ""
      }
    ],
    "description": "LLMIntel Model Lifecycle, an MCP server by llmintel.ai, listed from the official MCP registry. Indexed, not reviewed: facts and our own checks, no score or ranking. Check whether an LLM model id is deprecated, retiring, or retired, and what to migrate to.",
    "facts": [
      "not reviewed",
      "not ranked",
      "facts only"
    ],
    "h1": "LLMIntel Model Lifecycle",
    "image": "https://www.anchorterminal.com/assets/og/indexed.png",
    "path": "/tools/llmintel-model-lifecycle",
    "published": "",
    "section": "indexed",
    "title": "LLMIntel Model Lifecycle, indexed from the official MCP registry",
    "toc": null,
    "updated": "2026-10-05",
    "url": "https://www.anchorterminal.com/tools/llmintel-model-lifecycle"
  },
  "tokens": {
    "markdown": 800,
    "slim": 730
  },
  "version": 1
}