Clutch.co

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

{'type': 'object', 'required': ['id', 'title', 'url', 'scheduling_url', 'logo_url', 'rating', 'reviews_number', 'verified_reviews_number', 'headquarters', 'office_locations', 'description', 'details', 'verification_level', 'verification_status'], 'properties': {'id': {'type': 'integer', 'description': 'Clutch provider id.'}, 'url': {'type': 'string', 'description': 'Provider profile URL on Clutch.'}, 'title': {'type': 'string', 'description': 'Company name.'}, 'rating': {'type': 'number', 'description': 'Overall client review rating from 0 to 5, rounded to one decimal place.'}, 'details': {'type': 'string', 'description': 'Plain-text block of provider pricing model, hourly rate, rating, review highlights and other facts. Empty when no facts are available.'}, 'logo_url': {'type': 'string', 'description': 'Company logo URL. Empty when the provider has no logo.'}, 'description': {'type': 'string', 'description': 'AI-generated summary of the provider based on its client reviews. Empty when unavailable.'}, 'headquarters': {'type': 'string', 'description': "Headquarters, the provider's first listed office, as 'City, Country'."}, 'reviews_number': {'type': 'integer', 'description': 'Total number of published client reviews on Clutch.'}, 'scheduling_url': {'type': 'string', 'description': 'URL to schedule a call with the provider. Empty when the provider offers no scheduling link.'}, 'clutch_guarantee': {'anyOf': [{'type': 'boolean'}, {'type': 'null'}], 'default': None, '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.'}, 'office_locations': {'type': 'array', 'items': {'type': 'string'}, 'description': 'All other cities and countries the service provider has offices in.'}, 'verification_level': {'enum': ['unverified', 'basic', 'premier'], 'type': 'string', 'description': "Clutch verification level: 'unverified', 'basic', or 'premier'."}, 'verification_status': {'type': 'string', 'description': 'Human-readable explanation of the Clutch verification level.'}, 'verified_reviews_number': {'type': 'integer', 'description': 'How many of those reviews come from clients Clutch has verified.'}}, 'description': 'Provider overview returned by the MCP tools.'}

{'type': 'object', 'required': ['service'], 'properties': {'page': {'type': 'integer', 'default': 0, 'minimum': 0, 'description': 'The page number (zero-based) for pagination.'}, 'limit': {'type': 'integer', 'default': 10, 'minimum': 1, 'description': 'The number of packages to return per page.'}, 'budget': {'anyOf': [{'type': 'integer'}, {'type': 'null'}], 'default': None, 'description': "The client's budget to filter packages"}, 'service': {'type': 'string', 'description': 'The type of service for which to retrieve packages'}, 'location': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'default': None, 'description': 'The location to filter packages'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['result'], 'properties': {'result': {'anyOf': [{'type': 'object', 'required': ['packages', 'service'], 'properties': {'service': {'type': 'string'}, 'packages': {'type': 'array', 'items': {'type': 'object', 'required': ['id', 'provider', 'service_line_slug', 'title', 'description', 'slug', 'price_type'], 'properties': {'id': {'type': 'integer'}, 'slug': {'type': 'string'}, 'tiers': {'type': 'array', 'items': {'type': 'object', 'required': ['level', 'description', 'price'], 'properties': {'level': {'type': 'string'}, 'price': {'type': 'number'}, 'description': {'type': 'string'}, 'delivery_time': {'anyOf': [{'type': 'object', 'required': ['value', 'unit'], 'properties': {'unit': {'type': 'string'}, 'value': {'type': 'integer'}}, 'description': 'Delivery time for a package tier.'}, {'type': 'null'}], 'default': None}}, 'description': 'Package tier with pricing and delivery information.'}, 'default': []}, 'title': {'type': 'string'}, 'images': {'type': 'array', 'items': {'type': 'object', 'required': ['url', 'description'], 'properties': {'url': {'type': 'string'}, 'description': {'type': 'string'}}, 'description': 'Image associated with a package.'}, 'default': []}, 'features': {'type': 'array', 'items': {'type': 'object', 'required': ['title', 'description', 'data_type', 'values'], 'properties': {'title': {'type': 'string'}, 'values': {'type': 'array', 'items': {'type': 'string'}}, 'data_type': {'type': 'string'}, 'description': {'type': 'string'}}, 'description': 'Feature included in a package.'}, 'default': []}, 'provider': {'type': 'object', 'required': ['id', 'name', 'url', 'logo', 'rating', 'review_count', 'location'], 'properties': {'id': {'type': 'integer'}, 'url': {'type': 'string'}, 'logo': {'type': 'string'}, 'name': {'type': 'string'}, 'rating': {'type': 'number'}, 'location': {'type': 'string', 'description': 'Most relevant approved location (City, Country)'}, 'review_count': {'type': 'integer'}, 'office_locations': {'type': 'array', 'items': {'type': 'string'}, 'description': 'All approved office locations (City, Country)'}}, 'description': 'Provider information for a package.'}, 'price_type': {'type': 'string'}, 'description': {'type': 'string'}, 'service_line_slug': {'type': 'string'}}, 'description': 'Service package offered by a provider.'}}}, 'description': 'Result for get_service_packages tool.'}, {'type': 'null'}]}}, 'x-fastmcp-wrap-result': True}

{'type': 'object', 'required': ['company_name'], 'properties': {'limit': {'type': 'integer', 'default': 10, 'minimum': 1, 'description': 'The maximum number of reviews to return'}, 'offset': {'type': 'integer', 'default': 0, 'minimum': 0, 'description': 'The number of reviews to skip for pagination'}, 'service': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'default': None, 'description': 'The specific service to filter reviews by'}, 'company_name': {'type': 'string', 'description': 'The name of the company to get reviews for'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['result'], 'properties': {'result': {'anyOf': [{'type': 'object', 'required': ['provider_id', 'provider_name', 'provider_url'], 'properties': {'n_reviews': {'type': 'integer', 'default': 0}, 'provider_id': {'type': 'integer'}, 'provider_url': {'type': 'string'}, 'provider_name': {'type': 'string'}, 'reviews_sample': {'type': 'array', 'items': {'type': 'object', 'required': ['review_id', 'title', 'url', 'created_at', 'overall_rating', 'project_size', 'background', 'challenge', 'solution', 'results', 'summary', 'is_verified'], 'properties': {'url': {'type': 'string'}, 'title': {'type': 'string'}, 'results': {'type': 'string'}, 'summary': {'type': 'string'}, 'solution': {'type': 'string'}, 'challenge': {'type': 'string'}, 'review_id': {'type': 'integer'}, 'background': {'type': 'string'}, 'created_at': {'type': 'string'}, 'is_verified': {'type': 'boolean'}, 'project_size': {'type': 'string'}, 'overall_rating': {'type': 'number'}}, 'description': 'Single provider review item with parsed project and narrative fields.'}, 'default': []}, 'service_line_slug': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'default': None}}, 'description': 'Collection of sampled reviews returned for a provider query.'}, {'type': 'null'}]}}, 'x-fastmcp-wrap-result': True}

{'type': 'object', 'required': ['service'], 'properties': {'limit': {'type': 'integer', 'default': 5, 'minimum': 1, 'description': 'The number of providers to return.'}, 'offset': {'type': 'integer', 'default': 0, 'minimum': 0, 'description': 'The number of providers to skip (for pagination).'}, 'service': {'type': 'string', 'description': "The type of service the user is looking for (e.g., 'Web Development', 'Digital Marketing')."}, 'industry': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'default': None, 'description': "The industry the user is in or the project is related to (e.g., 'Medical', 'eCommerce')."}, 'location': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'default': None}, 'client_type': {'anyOf': [{'enum': ['Small Business( <$10M)', 'Midmarket($10M - $1B)', 'Enterprise( >$1B)'], 'type': 'string'}, {'type': 'null'}], 'default': None, '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."}, 'focus_areas': {'anyOf': [{'type': 'array', 'items': {'type': 'string'}}, {'type': 'null'}], 'default': None}, 'hourly_rate': {'anyOf': [{'enum': ['0-25', '25-49', '50-99', '100-149', '150-199', '200-300', '300'], 'type': 'string'}, {'type': 'null'}], 'default': None, 'description': "The service company's minimum hourly rate. This parameter is not budget-dependent, only set if the user explicitly requests it."}, 'min_reviews': {'enum': [0, 1, 3, 5, 10, 15, 20], 'type': 'integer', '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.'}, 'company_size': {'anyOf': [{'enum': ['Freelancer', '2 - 9', '10 - 49', '50 - 249', '250 - 999', '1,000 - 9,999', '10,000+'], 'type': 'string'}, {'type': 'null'}], 'default': None, '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.'}, 'find_near_me': {'type': 'boolean', '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.'}, 'client_budget': {'anyOf': [{'type': 'integer'}, {'type': 'null'}], 'default': None, 'description': 'The dollar amount the user is willing to spend on the project.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['result'], 'properties': {'result': {'anyOf': [{'type': 'object', 'required': ['providers', 'service', 'page_url'], 'properties': {'service': {'type': 'string'}, 'page_url': {'type': 'string'}, 'providers': {'type': 'array', 'items': {'type': 'object', 'required': ['id', 'title', 'url', 'scheduling_url', 'logo_url', 'rating', 'reviews_number', 'verified_reviews_number', 'headquarters', 'office_locations', 'description', 'details', 'verification_level', 'verification_status'], 'properties': {'id': {'type': 'integer', 'description': 'Clutch provider id.'}, 'url': {'type': 'string', 'description': 'Provider profile URL on Clutch.'}, 'title': {'type': 'string', 'description': 'Company name.'}, 'rating': {'type': 'number', 'description': 'Overall client review rating from 0 to 5, rounded to one decimal place.'}, 'details': {'type': 'string', 'description': 'Plain-text block of provider pricing model, hourly rate, rating, review highlights and other facts. Empty when no facts are available.'}, 'logo_url': {'type': 'string', 'description': 'Company logo URL. Empty when the provider has no logo.'}, 'description': {'type': 'string', 'description': 'AI-generated summary of the provider based on its client reviews. Empty when unavailable.'}, 'headquarters': {'type': 'string', 'description': "Headquarters, the provider's first listed office, as 'City, Country'."}, 'reviews_number': {'type': 'integer', 'description': 'Total number of published client reviews on Clutch.'}, 'scheduling_url': {'type': 'string', 'description': 'URL to schedule a call with the provider. Empty when the provider offers no scheduling link.'}, 'clutch_guarantee': {'anyOf': [{'type': 'boolean'}, {'type': 'null'}], 'default': None, '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.'}, 'office_locations': {'type': 'array', 'items': {'type': 'string'}, 'description': 'All other cities and countries the service provider has offices in.'}, 'verification_level': {'enum': ['unverified', 'basic', 'premier'], 'type': 'string', 'description': "Clutch verification level: 'unverified', 'basic', or 'premier'."}, 'verification_status': {'type': 'string', 'description': 'Human-readable explanation of the Clutch verification level.'}, 'verified_reviews_number': {'type': 'integer', 'description': 'How many of those reviews come from clients Clutch has verified.'}}, 'description': 'Provider overview returned by the MCP tools.'}}}, 'description': 'Top-level response model for provider recommendation tool output.'}, {'type': 'null'}]}}, 'x-fastmcp-wrap-result': True}

{'type': 'object', 'required': ['provider_ids', 'message'], 'properties': {'message': {'type': 'string', 'description': 'The message body to send to the providers'}, 'subject': {'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', 'description': 'The subject of the message'}, 'provider_ids': {'type': 'array', 'items': {'type': 'integer'}, 'maxItems': 20, 'minItems': 1, '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.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['results'], 'properties': {'results': {'type': 'array', 'items': {'type': 'object', 'required': ['provider_id'], 'properties': {'error': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'default': None}, 'chat_url': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'default': None}, 'provider_id': {'type': 'integer'}}, 'description': 'Outcome of sending a message to a single provider.\n\nExactly one of ``chat_url`` (success) or ``error`` (failure) is populated.'}}}, 'description': 'Result for send_message_to_provider tool: one entry per target provider.'}