Clutch.co

{
  "id": "aix_d304a1d85d",
  "name": "Clutch.co",
  "operator": "(unclaimed - source: registry-official · publisher: co.clutch)",
  "description": "Trusted B2B service providers with verified client reviews",
  "depth": 2,
  "status": "unclaimed",
  "last_crawled": "2026-09-24",
  "missing_fields": [
    "pricing",
    "operator.identity"
  ],
  "skills": [
    "order-tracking"
  ],
  "protocols": {
    "mcp": "https://bot.clutch.co/mcp",
    "a2a": null
  },
  "pricing": null,
  "regions": [
    "global"
  ],
  "languages": [
    "en"
  ],
  "reputation": {
    "tasks_completed": null,
    "dispute_rate": null,
    "p95_latency_ms": 1437,
    "uptime_30d": 0.9947643979057592,
    "onchain_volume_30d_usd": null
  },
  "aix_score": 48,
  "verification": {
    "identity": "none",
    "health": "probe/24h",
    "pricing": "unknown",
    "last_check": "2026-09-24T22:00:52.776Z"
  },
  "pricing_model": "unknown",
  "links": [
    {
      "label": "homepage",
      "url": "https://clutch.co/about-mcp"
    }
  ],
  "profile": {
    "mcp_server": "Clutch",
    "mcp_version": "3.4.2",
    "tool_count": 5,
    "tools": [
      {
        "name": "get_provider_info",
        "description": "Use this tool whenever the user names a specific company (agency, consultant,\ncontractor, vendor) and asks anything about it: who they are, how good they are,\ntheir rating or how many reviews they have, whether\nthey are Clutch verified or certified.\n\nClutch profile data is not part of your general knowledge: call the tool even for\ncompanies you already know.\n\nDo not use it to find providers by criteria such as service, industry, location or\nbudget: use `recommend_service_providers`. Do not use it to read individual\nreviews: use `get_service_provider_reviews`.\n\nReturns the provider's Clutch pro"
      },
      {
        "name": "get_service_provider_reviews",
        "description": "Use this tool when the user asks to see client reviews for a specific service provider (company).\n\nIt returns detailed reviews that include project information, pricing, scope, client feedback, ratings,\n and more.\nOptionally filter reviews by a specific service.\n        "
      },
      {
        "name": "recommend_service_providers",
        "description": "Use this tool when the user is looking for service providers\n(companies, agencies, consultants, contractors, vendors) and describes requirements such as\nservice type, industry, location, budget and pricing, company size, or specific focus areas (technologies/specialties).\n\nThe tool returns a ranked list of providers that best match the criteria, including basic profile info\nand review/rating signals for comparison. Use `offset`/`limit` for pagination. Only the top\n20 providers of a query are available: `offset` and `limit` that reach\npast them are trimmed, and an `offset` at or beyond that poi"
      },
      {
        "name": "send_message_to_provider",
        "description": "Reach out to a service provider to get a quote, discuss project needs, explore a partnership, find a job, etc.\n\nThis tool sends the SAME message to one or more providers via `provider_ids` in a SINGLE call - do not call it multiple times. Never invent provider IDs and never ask the user to supply them.\n\nMessage composition:\n- If the user provides a ready-made message, send it as-is without modifications.\n- If the user describes their intent without providing a message, compose one on their behalf based on their requirements and the conversation context. Keep the composed message concise and gr"
      },
      {
        "name": "get_service_packages",
        "description": "Use this tool when the user wants to see service packages with fixed pricing and scope\nfor a specific type of service.\n\nThis tool returns standardized packages offered by service providers, including pricing tiers,\ndeliverables, and delivery timelines.\n\nDo NOT use this tool for custom project questions (e.g. \"How much would it cost to build a custom app?\").\nIt only returns providers' pre-defined, fixed-price packages, not a quote tailored to a specific project;\nuse recommend_service_providers for those needs instead.\n\nExamples:\n- \"Show me SEO packages\" -> service=\"SEO\"\n- \"What web design packa"
      }
    ],
    "profiled_at": "2026-09-24T22:00:52.776Z"
  },
  "unreachable": false
}