Clutch.co

Use this tool whenever the user names a specific company (agency, consultant, contractor, vendor) and asks anything about it: who they are, how good they are, their rating or how many reviews they have, whether they are Clutch verified or certified. Clutch profile data is not part of your general knowledge: call the tool even for companies you already know. Do not use it to find providers by criteria such as service, industry, location or budget: use `recommend_service_providers`. Do not use it to read individual reviews: use `get_service_provider_reviews`. Returns the provider's Clutch profile: rating and review counts, locations, description, pricing, Clutch Guarantee status, and Clutch Certifications. Examples: - "What do you know about Acme?" -> company_name="Acme" - "Tell me about Acme" -> company_name="Acme" - "What's Acme's rating?" -> company_name="Acme" - "Is Acme Clutch Certified?" -> company_name="Acme"

{
  "type": "object",
  "properties": {
    "company_name": {
      "description": "The name of the company to fetch the profile for",
      "type": "string"
    }
  },
  "required": [
    "company_name"
  ],
  "additionalProperties": false
}

{
  "type": "object",
  "properties": {
    "id": {
      "description": "Clutch provider id.",
      "type": "integer"
    },
    "title": {
      "description": "Company name.",
      "type": "string"
    },
    "url": {
      "description": "Provider profile URL on Clutch.",
      "type": "string"
    },
    "scheduling_url": {
      "description": "URL to schedule a call with the provider. Empty when the provider offers no scheduling link.",
      "type": "string"
    },
    "logo_url": {
      "description": "Company logo URL. Empty when the provider has no logo.",
      "type": "string"
    },
    "rating": {
      "description": "Overall client review rating from 0 to 5, rounded to one decimal place.",
      "type": "number"
    },
    "reviews_number": {
      "description": "Total number of published client reviews on Clutch.",
      "type": "integer"
    },
    "verified_reviews_number": {
      "description": "How many of those reviews come from clients Clutch has verified.",
      "type": "integer"
    },
    "headquarters": {
      "description": "Headquarters, the provider's first listed office, as 'City, Country'.",
      "type": "string"
    },
    "office_locations": {
      "description": "All other cities and countries the service provider has offices in.",
      "items": {
        "type": "string"
      },
      "type": "array"
    },
    "description": {
      "description": "AI-generated summary of the provider based on its client reviews. Empty when unavailable.",
      "type": "string"
    },
    "details": {
      "description": "Plain-text block of provider pricing model, hourly rate, rating, review highlights and other facts. Empty when no facts are available.",
      "type": "string"
    },
    "clutch_guarantee": {
      "anyOf": [
        {
          "type": "boolean"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "Clutch Guarantee is a 14-day, no-questions-asked refund guarantee from participating providers on Clutch. Participating providers include a clause in all of their new client contracts offering the guarantee. Only providers who commit to the terms in writing can carry the Clutch Guarantee flag.\ntrue = enrolled. false = confirmed not enrolled. null = participation could not be determined."
    },
    "verification_level": {
      "description": "Clutch verification level: 'unverified', 'basic', or 'premier'.",
      "enum": [
        "unverified",
        "basic",
        "premier"
      ],
      "type": "string"
    },
    "verification_status": {
      "description": "Human-readable explanation of the Clutch verification level.",
      "type": "string"
    }
  },
  "required": [
    "id",
    "title",
    "url",
    "scheduling_url",
    "logo_url",
    "rating",
    "reviews_number",
    "verified_reviews_number",
    "headquarters",
    "office_locations",
    "description",
    "details",
    "verification_level",
    "verification_status"
  ],
  "description": "Provider overview returned by the MCP tools."
}

Use this tool when the user asks to see client reviews for a specific service provider (company). It returns detailed reviews that include project information, pricing, scope, client feedback, ratings, and more. Optionally filter reviews by a specific service.

{
  "type": "object",
  "properties": {
    "company_name": {
      "description": "The name of the company to get reviews for",
      "type": "string"
    },
    "service": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "The specific service to filter reviews by"
    },
    "offset": {
      "default": 0,
      "description": "The number of reviews to skip for pagination",
      "minimum": 0,
      "type": "integer"
    },
    "limit": {
      "default": 10,
      "description": "The maximum number of reviews to return",
      "minimum": 1,
      "type": "integer"
    }
  },
  "required": [
    "company_name"
  ],
  "additionalProperties": false
}

{
  "type": "object",
  "properties": {
    "result": {
      "anyOf": [
        {
          "description": "Collection of sampled reviews returned for a provider query.",
          "properties": {
            "provider_id": {
              "type": "integer"
            },
            "provider_name": {
              "type": "string"
            },
            "provider_url": {
              "type": "string"
            },
            "service_line_slug": {
              "anyOf": [
                {
                  "type": "string"
                },
                {
                  "type": "null"
                }
              ],
              "default": null
            },
            "n_reviews": {
              "default": 0,
              "type": "integer"
            },
            "reviews_sample": {
              "default": [],
              "items": {
                "description": "Single provider review item with parsed project and narrative fields.",
                "properties": {
                  "review_id": {
                    "type": "integer"
                  },
                  "title": {
                    "type": "string"
                  },
                  "url": {
                    "type": "string"
                  },
                  "created_at": {
                    "type": "string"
                  },
                  "overall_rating": {
                    "type": "number"
                  },
                  "project_size": {
                    "type": "string"
                  },
                  "background": {
                    "type": "string"
                  },
                  "challenge": {
                    "type": "string"
                  },
                  "solution": {
                    "type": "string"
                  },
                  "results": {
                    "type": "string"
                  },
                  "summary": {
                    "type": "string"
                  },
                  "is_verified": {
                    "type": "boolean"
                  }
                },
                "required": [
                  "review_id",
                  "title",
                  "url",
                  "created_at",
                  "overall_rating",
                  "project_size",
                  "background",
                  "challenge",
                  "solution",
                  "results",
                  "summary",
                  "is_verified"
                ],
                "type": "object"
              },
              "type": "array"
            }
          },
          "required": [
            "provider_id",
            "provider_name",
            "provider_url"
          ],
          "type": "object"
        },
        {
          "type": "null"
        }
      ]
    }
  },
  "required": [
    "result"
  ],
  "x-fastmcp-wrap-result": true
}

Use this tool when the user is looking for service providers (companies, agencies, consultants, contractors, vendors) and describes requirements such as service type, industry, location, budget and pricing, company size, or specific focus areas (technologies/specialties). The tool returns a ranked list of providers that best match the criteria, including basic profile info and review/rating signals for comparison. Use `offset`/`limit` for pagination. Only the top 20 providers of a query are available: `offset` and `limit` that reach past them are trimmed, and an `offset` at or beyond that point returns no providers. Examples: - "Give me top web development companies for small businesses in the healthcare industry" -> service="Web Development", industry="Healthcare", client_type="Small Business( <$10M)" - "I need to improve SEO of my online store" -> service="SEO" - "I need SEO agencies that specialize in Shopify and have at least 10 reviews" -> service="SEO", focus_areas=["Shopify"], min_reviews=10

{
  "type": "object",
  "properties": {
    "service": {
      "description": "The type of service the user is looking for (e.g., 'Web Development', 'Digital Marketing').",
      "type": "string"
    },
    "industry": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "The industry the user is in or the project is related to (e.g., 'Medical', 'eCommerce')."
    },
    "focus_areas": {
      "anyOf": [
        {
          "items": {
            "type": "string"
          },
          "type": "array"
        },
        {
          "type": "null"
        }
      ],
      "default": null
    },
    "location": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null
    },
    "client_budget": {
      "anyOf": [
        {
          "type": "integer"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "The dollar amount the user is willing to spend on the project."
    },
    "hourly_rate": {
      "anyOf": [
        {
          "enum": [
            "0-25",
            "25-49",
            "50-99",
            "100-149",
            "150-199",
            "200-300",
            "300"
          ],
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "The service company's minimum hourly rate. This parameter is not budget-dependent, only set if the user explicitly requests it."
    },
    "company_size": {
      "anyOf": [
        {
          "enum": [
            "Freelancer",
            "2 - 9",
            "10 - 49",
            "50 - 249",
            "250 - 999",
            "1,000 - 9,999",
            "10,000+"
          ],
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "The size of the company the user is looking for. This parameter is not budget-dependent, only set if the user explicitly requests it."
    },
    "client_type": {
      "anyOf": [
        {
          "enum": [
            "Small Business( <$10M)",
            "Midmarket($10M - $1B)",
            "Enterprise( >$1B)"
          ],
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "The type of client the user represents (e.g., 'small business', 'enterprise'). Only set client_type if the user explicitly specifies their business type."
    },
    "min_reviews": {
      "default": 0,
      "description": "Minimum number of reviews a provider must have to be considered. Only set min_reviews if the user explicitly requests a minimum review count.",
      "enum": [
        0,
        1,
        3,
        5,
        10,
        15,
        20
      ],
      "type": "integer"
    },
    "offset": {
      "default": 0,
      "description": "The number of providers to skip (for pagination).",
      "minimum": 0,
      "type": "integer"
    },
    "limit": {
      "default": 5,
      "description": "The number of providers to return.",
      "minimum": 1,
      "type": "integer"
    },
    "find_near_me": {
      "default": false,
      "description": "Takes user location into account if set to true, but that must be explicitly requested by the user. In that case the location parameter will be ignored.",
      "type": "boolean"
    }
  },
  "required": [
    "service"
  ],
  "additionalProperties": false
}

{
  "type": "object",
  "properties": {
    "result": {
      "anyOf": [
        {
          "description": "Top-level response model for provider recommendation tool output.",
          "properties": {
            "providers": {
              "items": {
                "description": "Provider overview returned by the MCP tools.",
                "properties": {
                  "id": {
                    "description": "Clutch provider id.",
                    "type": "integer"
                  },
                  "title": {
                    "description": "Company name.",
                    "type": "string"
                  },
                  "url": {
                    "description": "Provider profile URL on Clutch.",
                    "type": "string"
                  },
                  "scheduling_url": {
                    "description": "URL to schedule a call with the provider. Empty when the provider offers no scheduling link.",
                    "type": "string"
                  },
                  "logo_url": {
                    "description": "Company logo URL. Empty when the provider has no logo.",
                    "type": "string"
                  },
                  "rating": {
                    "description": "Overall client review rating from 0 to 5, rounded to one decimal place.",
                    "type": "number"
                  },
                  "reviews_number": {
                    "description": "Total number of published client reviews on Clutch.",
                    "type": "integer"
                  },
                  "verified_reviews_number": {
                    "description": "How many of those reviews come from clients Clutch has verified.",
                    "type": "integer"
                  },
                  "headquarters": {
                    "description": "Headquarters, the provider's first listed office, as 'City, Country'.",
                    "type": "string"
                  },
                  "office_locations": {
                    "description": "All other cities and countries the service provider has offices in.",
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "description": {
                    "description": "AI-generated summary of the provider based on its client reviews. Empty when unavailable.",
                    "type": "string"
                  },
                  "details": {
                    "description": "Plain-text block of provider pricing model, hourly rate, rating, review highlights and other facts. Empty when no facts are available.",
                    "type": "string"
                  },
                  "clutch_guarantee": {
                    "anyOf": [
                      {
                        "type": "boolean"
                      },
                      {
                        "type": "null"
                      }
                    ],
                    "default": null,
                    "description": "Clutch Guarantee is a 14-day, no-questions-asked refund guarantee from participating providers on Clutch. Participating providers include a clause in all of their new client contracts offering the guarantee. Only providers who commit to the terms in writing can carry the Clutch Guarantee flag.\ntrue = enrolled. false = confirmed not enrolled. null = participation could not be determined."
                  },
                  "verification_level": {
                    "description": "Clutch verification level: 'unverified', 'basic', or 'premier'.",
                    "enum": [
                      "unverified",
                      "basic",
                      "premier"
                    ],
                    "type": "string"
                  },
                  "verification_status": {
                    "description": "Human-readable explanation of the Clutch verification level.",
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "title",
                  "url",
                  "scheduling_url",
                  "logo_url",
                  "rating",
                  "reviews_number",
                  "verified_reviews_number",
                  "headquarters",
                  "office_locations",
                  "description",
                  "details",
                  "verification_level",
                  "verification_status"
                ],
                "type": "object"
              },
              "type": "array"
            },
            "service": {
              "type": "string"
            },
            "page_url": {
              "type": "string"
            }
          },
          "required": [
            "providers",
            "service",
            "page_url"
          ],
          "type": "object"
        },
        {
          "type": "null"
        }
      ]
    }
  },
  "required": [
    "result"
  ],
  "x-fastmcp-wrap-result": true
}

Reach out to a service provider to get a quote, discuss project needs, explore a partnership, find a job, etc. This 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. Message composition: - If the user provides a ready-made message, send it as-is without modifications. - 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 grounded strictly in the information provided by the user — do not add details that were not mentioned. - The same message and subject are sent to every provider in the call, so do not include any provider-specific information. Before calling with a composed message: - Show the user the recipients (provider names) and the full message text, and wait for their explicit confirmation. Call this tool only after the user confirms. - If the user asks for changes, show the revised message and wait for confirmation again. - Pass the confirmed message exactly as shown to the user, without modifications. Examples: - "Message the top 3 about my web development project" -> provider_ids=[<id_1>, <id_2>, <id_3>] (IDs of the top 3 providers shown earlier), compose message based on context, subject="Get a quote / discuss my project needs" - "Request a quote from all of these providers" -> provider_ids=[<all provider IDs shown above>], subject="Get a quote / discuss my project needs" - "Send to WebFX and Acme: I saw your profile and I'm interested in joining your team" -> provider_ids=[<webfx_id>, <acme_id>], message="I saw your profile and I'm interested in joining your team", subject="Find a job" The user must be logged in to Clutch to use this tool.

{
  "type": "object",
  "properties": {
    "provider_ids": {
      "description": "Clutch provider IDs to message. Must come from earlier tool output in this conversation. A single call may target multiple providers; the same message is sent to each.",
      "items": {
        "type": "integer"
      },
      "maxItems": 20,
      "minItems": 1,
      "type": "array"
    },
    "message": {
      "description": "The message body to send to the providers",
      "type": "string"
    },
    "subject": {
      "description": "The subject of the message",
      "enum": [
        "Get a quote / discuss my project needs",
        "Propose a partnership opportunity",
        "Find a job",
        "New message from a Clutch user"
      ],
      "type": "string",
      "default": "New message from a Clutch user"
    }
  },
  "required": [
    "provider_ids",
    "message"
  ],
  "additionalProperties": false
}

{
  "type": "object",
  "properties": {
    "results": {
      "items": {
        "description": "Outcome of sending a message to a single provider.\n\nExactly one of ``chat_url`` (success) or ``error`` (failure) is populated.",
        "properties": {
          "provider_id": {
            "type": "integer"
          },
          "chat_url": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "default": null
          },
          "error": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "default": null
          }
        },
        "required": [
          "provider_id"
        ],
        "type": "object"
      },
      "type": "array"
    }
  },
  "required": [
    "results"
  ],
  "description": "Result for send_message_to_provider tool: one entry per target provider."
}

Use this tool when the user wants to see service packages with fixed pricing and scope for a specific type of service. This tool returns standardized packages offered by service providers, including pricing tiers, deliverables, and delivery timelines. Do NOT use this tool for custom project questions (e.g. "How much would it cost to build a custom app?"). It only returns providers' pre-defined, fixed-price packages, not a quote tailored to a specific project; use recommend_service_providers for those needs instead. Examples: - "Show me SEO packages" -> service="SEO" - "What web design packages can I get for $5,000?" -> service="Web Design", budget=5000 - "Marketing packages from agencies in New York" -> service="Digital Marketing", location="New York" Use `page`/`limit` for pagination.

{
  "type": "object",
  "properties": {
    "service": {
      "description": "The type of service for which to retrieve packages",
      "type": "string"
    },
    "budget": {
      "anyOf": [
        {
          "type": "integer"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "The client's budget to filter packages"
    },
    "location": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "The location to filter packages"
    },
    "page": {
      "default": 0,
      "description": "The page number (zero-based) for pagination.",
      "minimum": 0,
      "type": "integer"
    },
    "limit": {
      "default": 10,
      "description": "The number of packages to return per page.",
      "minimum": 1,
      "type": "integer"
    }
  },
  "required": [
    "service"
  ],
  "additionalProperties": false
}

{
  "type": "object",
  "properties": {
    "result": {
      "anyOf": [
        {
          "description": "Result for get_service_packages tool.",
          "properties": {
            "packages": {
              "items": {
                "description": "Service package offered by a provider.",
                "properties": {
                  "id": {
                    "type": "integer"
                  },
                  "provider": {
                    "description": "Provider information for a package.",
                    "properties": {
                      "id": {
                        "type": "integer"
                      },
                      "name": {
                        "type": "string"
                      },
                      "url": {
                        "type": "string"
                      },
                      "logo": {
                        "type": "string"
                      },
                      "rating": {
                        "type": "number"
                      },
                      "review_count": {
                        "type": "integer"
                      },
                      "location": {
                        "description": "Most relevant approved location (City, Country)",
                        "type": "string"
                      },
                      "office_locations": {
                        "description": "All approved office locations (City, Country)",
                        "items": {
                          "type": "string"
                        },
                        "type": "array"
                      }
                    },
                    "required": [
                      "id",
                      "name",
                      "url",
                      "logo",
                      "rating",
                      "review_count",
                      "location"
                    ],
                    "type": "object"
                  },
                  "service_line_slug": {
                    "type": "string"
                  },
                  "title": {
                    "type": "string"
                  },
                  "description": {
                    "type": "string"
                  },
                  "slug": {
                    "type": "string"
                  },
                  "price_type": {
                    "type": "string"
                  },
                  "images": {
                    "default": [],
                    "items": {
                      "description": "Image associated with a package.",
                      "properties": {
                        "url": {
                          "type": "string"
                        },
                        "description": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "url",
                        "description"
                      ],
                      "type": "object"
                    },
                    "type": "array"
                  },
                  "features": {
                    "default": [],
                    "items": {
                      "description": "Feature included in a package.",
                      "properties": {
                        "title": {
                          "type": "string"
                        },
                        "description": {
                          "type": "string"
                        },
                        "data_type": {
                          "type": "string"
                        },
                        "values": {
                          "items": {
                            "type": "string"
                          },
                          "type": "array"
                        }
                      },
                      "required": [
                        "title",
                        "description",
                        "data_type",
                        "values"
                      ],
                      "type": "object"
                    },
                    "type": "array"
                  },
                  "tiers": {
                    "default": [],
                    "items": {
                      "description": "Package tier with pricing and delivery information.",
                      "properties": {
                        "level": {
                          "type": "string"
                        },
                        "description": {
                          "type": "string"
                        },
                        "price": {
                          "type": "number"
                        },
                        "delivery_time": {
                          "anyOf": [
                            {
                              "description": "Delivery time for a package tier.",
                              "properties": {
                                "value": {
                                  "type": "integer"
                                },
                                "unit": {
                                  "type": "string"
                                }
                              },
                              "required": [
                                "value",
                                "unit"
                              ],
                              "type": "object"
                            },
                            {
                              "type": "null"
                            }
                          ],
                          "default": null
                        }
                      },
                      "required": [
                        "level",
                        "description",
                        "price"
                      ],
                      "type": "object"
                    },
                    "type": "array"
                  }
                },
                "required": [
                  "id",
                  "provider",
                  "service_line_slug",
                  "title",
                  "description",
                  "slug",
                  "price_type"
                ],
                "type": "object"
              },
              "type": "array"
            },
            "service": {
              "type": "string"
            }
          },
          "required": [
            "packages",
            "service"
          ],
          "type": "object"
        },
        {
          "type": "null"
        }
      ]
    }
  },
  "required": [
    "result"
  ],
  "x-fastmcp-wrap-result": true
}