{
  "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"
  },
  "tool": {
    "category": "",
    "endpoint": "https://knowledge-mcp.soracom.com",
    "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/soracom-knowledge.json",
    "kind": "mcp",
    "listed": "indexed",
    "liveUrl": "https://www.anchorterminal.com/api/v1/live/soracom-knowledge.json",
    "markdownUrl": "https://www.anchorterminal.com/tools/soracom-knowledge.md",
    "mcpTools": {
      "check": {
        "checker": "anchor-check/1.0",
        "totalTokens": 1599,
        "counts": {
          "error": 0,
          "note": 1,
          "warn": 0
        },
        "findings": [
          {
            "rule": "TC24",
            "severity": "note",
            "message": "3 of 3 tools have no outputSchema",
            "fix": "Declare outputSchema for tools that return structured data, and return structuredContent that matches it."
          }
        ]
      },
      "checkedAt": "2026-10-04T22:23:58Z",
      "count": 3,
      "schemaTokens": 1599,
      "status": "ok",
      "tools": [
        {
          "name": "get_document",
          "description": "Fetch full markdown for a SORACOM documentation page. Also resolves API schema links. Exact URLs are attempted first.",
          "inputSchema": {
            "properties": {
              "url": {
                "description": "A search-result URL, or the full URL of a `#/schema/\u003cName\u003e` link from search_api_docs. Must start with http:// or https://; pass it exactly as returned.",
                "maxLength": 2048,
                "pattern": "^(http://|https://)",
                "type": "string"
              }
            },
            "required": [
              "url"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "openWorldHint": false,
            "readOnlyHint": true,
            "title": "Get Full SORACOM Documentation Page"
          }
        },
        {
          "name": "search_api_docs",
          "description": "Search SORACOM API documentation, CLI references, and SAM permissions. Use for exact API endpoints, soracom-cli commands, or SAM permission strings. Use search_soracom_docs for service guides, console how-tos, pricing, or IoT recipes. Use get_document on `#/schema/\u003cName\u003e` links in results to read full API schema fields.",
          "inputSchema": {
            "properties": {
              "language": {
                "description": "Documentation language. Omit to auto-detect; set only to pin one language.",
                "enum": [
                  "Japanese",
                  "English"
                ],
                "type": "string"
              },
              "max_results": {
                "default": 16,
                "description": "Maximum results to return (1-32). Increase when exploring.",
                "maximum": 32,
                "minimum": 1,
                "type": "integer"
              },
              "method": {
                "description": "Optional HTTP method to narrow results (e.g. 'GET', 'POST'). Exact, case-insensitive match.",
                "maxLength": 128,
                "type": "string"
              },
              "path": {
                "description": "Optional API path fragment, matched as a case-insensitive substring excluding the version prefix — e.g. '/sims' or 'subscribers', not '/v1/sims'.",
                "maxLength": 128,
                "type": "string"
              },
              "query": {
                "description": "Natural-language query or API endpoint name. Optional when tag, method, or path is supplied; omit to browse filtered operations.",
                "maxLength": 1000,
                "type": "string"
              },
              "search_mode": {
                "default": "hybrid",
                "description": "Search strategy: 'hybrid' combines keyword and vector search; 'keyword' matches exact API paths, operationIds, and parameter names; 'semantic' uses vector similarity only.",
                "enum": [
                  "hybrid",
                  "keyword",
                  "semantic"
                ],
                "type": "string"
              },
              "tag": {
                "description": "Optional OpenAPI tag such as 'Sim', 'DataEntry', 'Stats', or 'Query'. Exact, case-insensitive; discover valid tags from result api_tag fields.",
                "maxLength": 128,
                "type": "string"
              }
            },
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "openWorldHint": false,
            "readOnlyHint": true,
            "title": "Search SORACOM API Documentation"
          }
        },
        {
          "name": "search_soracom_docs",
          "description": "Search SORACOM service documentation, guides, and console how-to articles (user site, service overviews and pricing, IoT recipes). Covers SORACOM services, subscription plans, User Console operations, changelogs, blogs, devices, IoT Store, partners, contract terms, and use cases. Use search_api_docs for API references, CLI commands, or SAM permissions.",
          "inputSchema": {
            "properties": {
              "document_names": {
                "description": "Optional document-name scope filter. Omit when unsure; narrowing too early can hide relevant results. Each document has a fixed language; only in-scope languages are searched. Available documents:\n- blog.soracom.com (Japanese): Official blog: announcements, tutorials, event reports, and customer stories.\n- changelog.soracom.io (English): New feature releases, end-of-service notices, and pricing/spec changes.\n- changelog.soracom.io/ja (Japanese): New feature releases, end-of-service notices, and pricing/spec changes.\n- developers.soracom.io (English): SORACOM Developer Site docs.\n- iot-template-gallery.soracom.io (English): Ready-to-use IoT solution template setup guides.\n- iot-template-gallery.soracom.jp (Japanese): Ready-to-use IoT solution template setup guides.\n- iot-usecase.com (Japanese): IoT use cases showing SORACOM across industries.\n- soracom.io (English): Official blog: announcements, tutorials, event reports, and customer stories.\n- soracom.io/terms (English): Contract terms and conditions for SORACOM services in English, by region.\n- soracom.jp/iot-recipes (Japanese): Step-by-step IoT solution recipes with SORACOM.\n- soracom.jp/iot_basics (Japanese): Introductory IoT fundamentals and related technologies.\n- soracom.jp/partners (Japanese): SORACOM Partner Space and certified partner information.\n- soracom.jp/services (Japanese): SORACOM service overviews and pricing.\n- soracom.jp/store (Japanese): SORACOM IoT Store devices and starter kits.\n- soracom.jp/support_partners/certified_device (Japanese): SORACOM certified and compatible IoT device catalog.\n- soracom.jp/terms (Japanese): Contract terms and conditions (利用規約) for SORACOM services in Japanese.\n- support.soracom.io/hc/en-us (English): SORACOM support FAQs.\n- support.soracom.io/hc/ja (Japanese): SORACOM support FAQs.\n- users.soracom.io (Japanese): SORACOM User Site docs for service usage and configuration.",
                "items": {
                  "enum": [
                    "blog.soracom.com",
                    "changelog.soracom.io",
                    "changelog.soracom.io/ja",
                    "developers.soracom.io",
                    "iot-template-gallery.soracom.io",
                    "iot-template-gallery.soracom.jp",
                    "iot-usecase.com",
                    "soracom.io",
                    "soracom.io/terms",
                    "soracom.jp/iot-recipes",
                    "soracom.jp/iot_basics",
                    "soracom.jp/partners",
                    "soracom.jp/services",
                    "soracom.jp/store",
                    "soracom.jp/support_partners/certified_device",
                    "soracom.jp/terms",
                    "support.soracom.io/hc/en-us",
                    "support.soracom.io/hc/ja",
                    "users.soracom.io"
                  ],
                  "type": "string"
                },
                "type": "array"
              },
              "language": {
                "description": "Documentation language. Omit to auto-detect; set only to pin one language. This does not imply the user's market — use market for that.",
                "enum": [
                  "English",
                  "Japanese"
                ],
                "type": "string"
              },
              "market": {
                "description": "End-user's deployment market, not the query language. Omit if unknown.",
                "enum": [
                  "Global",
                  "Japan"
                ],
                "type": "string"
              },
              "max_results": {
                "default": 16,
                "description": "Maximum results to return (1-32). Increase when exploring.",
                "maximum": 32,
                "minimum": 1,
                "type": "integer"
              },
              "query": {
                "description": "Search query in natural language related to SORACOM services or console usage",
                "maxLength": 1000,
                "type": "string"
              },
              "search_mode": {
                "default": "hybrid",
                "description": "Search strategy: 'hybrid' combines keyword and vector search; 'keyword' matches exact tokens; 'semantic' uses vector similarity only.",
                "enum": [
                  "hybrid",
                  "keyword",
                  "semantic"
                ],
                "type": "string"
              }
            },
            "required": [
              "query"
            ],
            "type": "object"
          },
          "annotations": {
            "destructiveHint": false,
            "openWorldHint": false,
            "readOnlyHint": true,
            "title": "Search SORACOM Documentation"
          }
        }
      ]
    },
    "name": "Soracom Knowledge",
    "note": "Indexed from the official MCP registry: facts and our own checks, not reviewed, so no score, grade or rank.",
    "packages": null,
    "pageJsonUrl": "https://www.anchorterminal.com/tools/soracom-knowledge.json",
    "popularity": {
      "githubStars": 4
    },
    "registryName": "com.soracom/knowledge",
    "remotes": [
      {
        "type": "streamable-http",
        "url": "https://knowledge-mcp.soracom.com"
      }
    ],
    "repository": "https://github.com/soracom/mcp",
    "reviewed": false,
    "slug": "soracom-knowledge",
    "source": "the official MCP registry",
    "sourceUrl": "https://registry.modelcontextprotocol.io/v0.1/servers?search=com.soracom/knowledge",
    "summary": "Search SORACOM documentation: service guides, FAQ, API references, IoT recipes, etc.",
    "updatedAt": "2026-08-05T05:26:02Z",
    "url": "https://www.anchorterminal.com/tools/soracom-knowledge",
    "vendor": "soracom.com",
    "vendorUrl": "https://developers.soracom.io/en/docs/tools/knowledge-mcp-server/",
    "version": "1.1.4",
    "websiteUrl": "https://developers.soracom.io/en/docs/tools/knowledge-mcp-server/",
    "where": "hosted",
    "why": [
      "vendor"
    ]
  }
}