{
  "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": "inference",
    "endpoint": "https://modelpricewatch.com/mcp",
    "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/modelpricewatch-mcp.json",
    "kind": "mcp",
    "listed": "indexed",
    "liveUrl": "https://www.anchorterminal.com/api/v1/live/modelpricewatch-mcp.json",
    "markdownUrl": "https://www.anchorterminal.com/tools/modelpricewatch-mcp.md",
    "mcpTools": {
      "check": {
        "checker": "anchor-check/1.0",
        "totalTokens": 620,
        "counts": {
          "error": 0,
          "note": 1,
          "warn": 4
        },
        "findings": [
          {
            "rule": "TC16",
            "severity": "warn",
            "tool": "cheapest_models",
            "message": "no readOnlyHint or destructiveHint",
            "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint."
          },
          {
            "rule": "TC16",
            "severity": "warn",
            "tool": "get_model_pricing",
            "message": "no readOnlyHint or destructiveHint",
            "fix": "Its name starts with \"get\"; if it only reads, set readOnlyHint: true so harnesses can run it without asking."
          },
          {
            "rule": "TC16",
            "severity": "warn",
            "tool": "list_providers",
            "message": "no readOnlyHint or destructiveHint",
            "fix": "Its name starts with \"list\"; if it only reads, set readOnlyHint: true so harnesses can run it without asking."
          },
          {
            "rule": "TC16",
            "severity": "warn",
            "tool": "search_models",
            "message": "no readOnlyHint or destructiveHint",
            "fix": "Its name starts with \"search\"; if it only reads, set readOnlyHint: true so harnesses can run it without asking."
          },
          {
            "rule": "TC24",
            "severity": "note",
            "message": "4 of 4 tools have no outputSchema",
            "fix": "Declare outputSchema for tools that return structured data, and return structuredContent that matches it."
          }
        ]
      },
      "checkedAt": "2026-10-04T22:23:26Z",
      "count": 4,
      "note": "answered without the initialize handshake",
      "schemaTokens": 620,
      "status": "ok",
      "tools": [
        {
          "name": "search_models",
          "title": "Search models",
          "description": "Search the live LLM pricing database by model name, provider, or id. Returns matching models with current input/output prices (USD per 1M tokens), context window, modality, and category. Use this to answer 'how much does \u003cmodel\u003e cost' or 'what models does \u003cprovider\u003e offer'.",
          "inputSchema": {
            "properties": {
              "category": {
                "description": "Filter by category, e.g. flagship, reasoning, budget, coding, embedding, fast, mid-tier.",
                "type": "string"
              },
              "limit": {
                "description": "Max results (default 20, max 50).",
                "type": "number"
              },
              "open_source": {
                "description": "If true, only open-source/open-weight models; if false, only proprietary.",
                "type": "boolean"
              },
              "query": {
                "description": "Free-text match against model name, provider, or id (e.g. 'claude', 'gpt-5', 'gemini flash'). Omit to list all.",
                "type": "string"
              }
            },
            "type": "object"
          }
        },
        {
          "name": "get_model_pricing",
          "title": "Get model pricing",
          "description": "Get full pricing and capability details for one model by its id (from search_models). Returns input/output/cached price per 1M tokens, blended cost, context window, modality, release date, and the modelpricewatch.com page URL.",
          "inputSchema": {
            "properties": {
              "model_id": {
                "description": "The model id, e.g. 'anthropic-claude-opus-4-8' or 'openai-gpt-5-5'. Get ids from search_models.",
                "type": "string"
              }
            },
            "required": [
              "model_id"
            ],
            "type": "object"
          }
        },
        {
          "name": "cheapest_models",
          "title": "Find cheapest models",
          "description": "Find the cheapest current models, ranked by input price, output price, or a blended cost. The generic ranking covers generative text models (embeddings, OCR and realtime models are excluded — they price different work); pass category to rank a specific pool instead, e.g. 'embedding'. Use to answer 'what is the cheapest model for \u003cuse case\u003e'.",
          "inputSchema": {
            "properties": {
              "category": {
                "description": "Filter by category, e.g. flagship, reasoning, budget, coding, embedding.",
                "type": "string"
              },
              "limit": {
                "description": "How many to return (default 10, max 50).",
                "type": "number"
              },
              "open_source": {
                "description": "If true, only open-source models.",
                "type": "boolean"
              },
              "sort_by": {
                "description": "Ranking metric: 'input', 'output', or 'blended' (default 'blended').",
                "type": "string"
              }
            },
            "type": "object"
          }
        },
        {
          "name": "list_providers",
          "title": "List providers",
          "description": "List all tracked AI model providers (OpenAI, Anthropic, Google, etc.) with a short description and their pricing page.",
          "inputSchema": {
            "properties": {},
            "type": "object"
          }
        }
      ]
    },
    "name": "modelpricewatch.com MCP server",
    "note": "Indexed from the official MCP registry: facts and our own checks, not reviewed, so no score, grade or rank.",
    "packages": [
      {
        "registryType": "npm",
        "identifier": "@modelpricewatch/mcp",
        "version": "1.0.0",
        "transport": "stdio"
      }
    ],
    "pageJsonUrl": "https://www.anchorterminal.com/tools/modelpricewatch-mcp.json",
    "popularity": {
      "npmWeekly": 24
    },
    "registryName": "com.modelpricewatch/mcp",
    "remotes": [
      {
        "type": "streamable-http",
        "url": "https://modelpricewatch.com/mcp"
      }
    ],
    "repository": "",
    "reviewed": false,
    "slug": "modelpricewatch-mcp",
    "source": "the official MCP registry",
    "sourceUrl": "https://registry.modelcontextprotocol.io/v0.1/servers?search=com.modelpricewatch/mcp",
    "summary": "Live LLM API pricing: token prices, comparisons, cheapest-model lookups. No key required.",
    "updatedAt": "2026-07-04T16:09:48Z",
    "url": "https://www.anchorterminal.com/tools/modelpricewatch-mcp",
    "vendor": "modelpricewatch.com",
    "vendorUrl": "https://modelpricewatch.com/api/",
    "version": "1.0.0",
    "websiteUrl": "https://modelpricewatch.com/api/",
    "where": "both",
    "why": [
      "vendor"
    ]
  }
}