{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_pqsp8qutv3r2","handle":"mcp-market-russia","url":"https://wellknown.network/agents/mcp-market-russia","links":{"self":"https://wellknown.network/agents/mcp-market-russia/record.json","html":"https://wellknown.network/agents/mcp-market-russia","markdown":"https://wellknown.network/agents/mcp-market-russia/record.md","api":"https://wellknown.network/api/v1/agents/mcp-market-russia","status":"https://wellknown.network/api/v1/agents/mcp-market-russia/status","claim":"https://wellknown.network/agents/mcp-market-russia/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/mcp-market-russia/claim.json","badge":"https://wellknown.network/agents/mcp-market-russia/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/mcp-market-russia/history","tools":"https://wellknown.network/api/v1/agents/mcp-market-russia/tools"},"ard":{"identifier":"urn:air:mcp-market.ru:server:mcp-market-russia","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"MCP 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Provide comma-separated region names.\nShows companies count, ratings, prices, contact availability for each region "},{"name":"export_search_csv","description":"Export search results as CSV text (UTF-8 with BOM, Excel-friendly).\n\nentity: 'companies' or 'projects'\nquery: free-text search in name/description\ncategory, reg"},{"name":"smart_match","description":"Natural-language contractor search. Pass a free-form Russian brief\n(e.g. \"хочу каркасный дом 180 кв.м в Подмосковье до 15 млн\") and get\ntop-N matching contracto"},{"name":"get_lead_status","description":"Check the status of a lead created via request_quote.\n\nlead_id: UUID returned by request_quote\napi_key: the api_key used when the lead was created\n\nReturns JSON"}],"toolCount":24,"toolsHash":"4162d5e8e1f13f2e1f841063929c1fc5285851118f60f96969e49f7b5ad28343","serverName":"MCP Market Russia","capabilities":["experimental","prompts","resources","tools","extensions"],"serverVersion":"3.2.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-08T15:23:28.698Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":148,"error":null,"detail":{"tools":[{"name":"search_companies","description":"Search Russian construction companies by category, region, and budget.\nReturns company name, rating, prices, website, and phone number.\n\nArgs:\n    query: Free t"},{"name":"search_projects","description":"Search house building projects by area, floors, material, and price.\nReturns project specifications, price, direct link, and company contacts.\n\nArgs:\n    area_m"},{"name":"compare_companies","description":"Compare 2-3 construction companies side by side on prices, ratings, number of projects, and specialization.\n\nArgs:\n    company_ids: Comma-separated company UUID"},{"name":"calculate_cost","description":"Calculate estimated construction cost based on real market data from the catalog.\nUses average price per m² by material and region from actual company prices an"},{"name":"get_company","description":"Get full company profile including contacts, prices, rating, reviews, and list of house projects.\n\nArgs:\n    company_id: Company UUID from search_companies resu"},{"name":"get_project","description":"Get detailed house project information including specifications, price, features, and company contacts.\n\nArgs:\n    project_id: Project UUID from search_projects"},{"name":"get_categories","description":"Get all company categories with the number of companies in each category."},{"name":"get_regions","description":"Get all available regions with the number of companies in each region."},{"name":"get_stats","description":"Get catalog statistics: total companies, projects, regions, categories, agent queries today, and leads generated."},{"name":"request_quote","description":"Send a quote request to a construction company on behalf of the user.\nReturns confirmation with lead ID and company contact details.\n\nArgs:\n    company_id: Targ"},{"name":"market_analytics","description":"Get comprehensive market analytics for the Russian construction market.\nReturns: average prices, top companies by rating, market size, price distribution.\nPerfe"},{"name":"find_best_companies","description":"Smart lead generation: find the best construction companies matching your criteria.\nPerfect for finding contractors, generating leads, or market research.\nArgs:"},{"name":"price_comparison","description":"Compare construction prices across regions and categories.\nReturns detailed price statistics, percentiles, and regional rankings.\nArgs:\n    regions: Comma-separ"},{"name":"company_portfolio","description":"Get FULL company portfolio: details, all projects, prices, reviews, contacts.\nComprehensive dossier for due diligence or hiring decisions.\nArgs:\n    company_slu"},{"name":"market_report","description":"Generate a comprehensive market report for a specific region.\nIncludes: market size, price tiers, top players, contact availability, competitive landscape.\nPerf"},{"name":"review_analysis","description":"Reputation summary from the aggregate star rating and review count, benchmarked against the region average. Provide company_slug for one company, or region/cate"},{"name":"contractor_recommendation","description":"AI-powered contractor recommendation. Finds the best matching companies based on budget, region, quality requirements. Returns ranked list with match scores."},{"name":"project_estimator","description":"Estimate construction project cost based on area, region, category and quality level (economy/standard/premium). Uses real market data from our database."},{"name":"trend_analyzer","description":"Current market snapshot by region, category, rating tier and price segment.\n\nThis is a distribution of the catalogue as it stands now, not a time series:\nwe do "},{"name":"company_deep_profile","description":"Get comprehensive company profile with all available data - contacts, projects, pricing, \nreviews analysis, market position, and comparison with competitors in "},{"name":"region_comparison","description":"Compare construction markets across regions. Provide comma-separated region names.\nShows companies count, ratings, prices, contact availability for each region "},{"name":"export_search_csv","description":"Export search results as CSV text (UTF-8 with BOM, Excel-friendly).\n\nentity: 'companies' or 'projects'\nquery: free-text search in name/description\ncategory, reg"},{"name":"smart_match","description":"Natural-language contractor search. Pass a free-form Russian brief\n(e.g. \"хочу каркасный дом 180 кв.м в Подмосковье до 15 млн\") and get\ntop-N matching contracto"},{"name":"get_lead_status","description":"Check the status of a lead created via request_quote.\n\nlead_id: UUID returned by request_quote\napi_key: the api_key used when the lead was created\n\nReturns JSON"}],"toolCount":24,"toolsHash":"4162d5e8e1f13f2e1f841063929c1fc5285851118f60f96969e49f7b5ad28343","serverName":"MCP Market Russia","capabilities":["experimental","prompts","resources","tools","extensions"],"serverVersion":"3.2.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-08T08:29:50.789Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":95,"error":null,"detail":{"tools":[{"name":"search_companies","description":"Search Russian construction companies by category, region, and budget.\nReturns company name, rating, prices, website, and phone number.\n\nArgs:\n    query: Free t"},{"name":"search_projects","description":"Search house building projects by area, floors, material, and price.\nReturns project specifications, price, direct link, and company contacts.\n\nArgs:\n    area_m"},{"name":"compare_companies","description":"Compare 2-3 construction companies side by side on prices, ratings, number of projects, and specialization.\n\nArgs:\n    company_ids: Comma-separated company UUID"},{"name":"calculate_cost","description":"Calculate estimated construction cost based on real market data from the catalog.\nUses average price per m² by material and region from actual company prices an"},{"name":"get_company","description":"Get full company profile including contacts, prices, rating, reviews, and list of house projects.\n\nArgs:\n    company_id: Company UUID from search_companies resu"},{"name":"get_project","description":"Get detailed house project information including specifications, price, features, and company contacts.\n\nArgs:\n    project_id: Project UUID from search_projects"},{"name":"get_categories","description":"Get all company categories with the number of companies in each category."},{"name":"get_regions","description":"Get all available regions with the number of companies in each region."},{"name":"get_stats","description":"Get catalog statistics: total companies, projects, regions, categories, agent queries today, and leads generated."},{"name":"request_quote","description":"Send a quote request to a construction company on behalf of the user.\nReturns confirmation with lead ID and company contact details.\n\nArgs:\n    company_id: Targ"},{"name":"market_analytics","description":"Get comprehensive market analytics for the Russian construction market.\nReturns: average prices, top companies by rating, market size, price distribution.\nPerfe"},{"name":"find_best_companies","description":"Smart lead generation: find the best construction companies matching your criteria.\nPerfect for finding contractors, generating leads, or market research.\nArgs:"},{"name":"price_comparison","description":"Compare construction prices across regions and categories.\nReturns detailed price statistics, percentiles, and regional rankings.\nArgs:\n    regions: Comma-separ"},{"name":"company_portfolio","description":"Get FULL company portfolio: details, all projects, prices, reviews, contacts.\nComprehensive dossier for due diligence or hiring decisions.\nArgs:\n    company_slu"},{"name":"market_report","description":"Generate a comprehensive market report for a specific region.\nIncludes: market size, price tiers, top players, contact availability, competitive landscape.\nPerf"},{"name":"review_analysis","description":"Reputation summary from the aggregate star rating and review count, benchmarked against the region average. Provide company_slug for one company, or region/cate"},{"name":"contractor_recommendation","description":"AI-powered contractor recommendation. Finds the best matching companies based on budget, region, quality requirements. Returns ranked list with match scores."},{"name":"project_estimator","description":"Estimate construction project cost based on area, region, category and quality level (economy/standard/premium). Uses real market data from our database."},{"name":"trend_analyzer","description":"Current market snapshot by region, category, rating tier and price segment.\n\nThis is a distribution of the catalogue as it stands now, not a time series:\nwe do "},{"name":"company_deep_profile","description":"Get comprehensive company profile with all available data - contacts, projects, pricing, \nreviews analysis, market position, and comparison with competitors in "},{"name":"region_comparison","description":"Compare construction markets across regions. Provide comma-separated region names.\nShows companies count, ratings, prices, contact availability for each region "},{"name":"export_search_csv","description":"Export search results as CSV text (UTF-8 with BOM, Excel-friendly).\n\nentity: 'companies' or 'projects'\nquery: free-text search in name/description\ncategory, reg"},{"name":"smart_match","description":"Natural-language contractor search. Pass a free-form Russian brief\n(e.g. \"хочу каркасный дом 180 кв.м в Подмосковье до 15 млн\") and get\ntop-N matching contracto"},{"name":"get_lead_status","description":"Check the status of a lead created via request_quote.\n\nlead_id: UUID returned by request_quote\napi_key: the api_key used when the lead was created\n\nReturns JSON"}],"toolCount":24,"toolsHash":"4162d5e8e1f13f2e1f841063929c1fc5285851118f60f96969e49f7b5ad28343","serverName":"MCP Market Russia","capabilities":["experimental","prompts","resources","tools","extensions"],"serverVersion":"3.2.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-08T02:20:52.666Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":101,"error":null,"detail":{"tools":[{"name":"search_companies","description":"Search Russian construction companies by category, region, and budget.\nReturns company name, rating, prices, website, and phone number.\n\nArgs:\n    query: Free t"},{"name":"search_projects","description":"Search house building projects by area, floors, material, and price.\nReturns project specifications, price, direct link, and company contacts.\n\nArgs:\n    area_m"},{"name":"compare_companies","description":"Compare 2-3 construction companies side by side on prices, ratings, number of projects, and specialization.\n\nArgs:\n    company_ids: Comma-separated company UUID"},{"name":"calculate_cost","description":"Calculate estimated construction cost based on real market data from the catalog.\nUses average price per m² by material and region from actual company prices an"},{"name":"get_company","description":"Get full company profile including contacts, prices, rating, reviews, and list of house projects.\n\nArgs:\n    company_id: Company UUID from search_companies resu"},{"name":"get_project","description":"Get detailed house project information including specifications, price, features, and company contacts.\n\nArgs:\n    project_id: Project UUID from search_projects"},{"name":"get_categories","description":"Get all company categories with the number of companies in each category."},{"name":"get_regions","description":"Get all available regions with the number of companies in each region."},{"name":"get_stats","description":"Get catalog statistics: total companies, projects, regions, categories, agent queries today, and leads generated."},{"name":"request_quote","description":"Send a quote request to a construction company on behalf of the user.\nReturns confirmation with lead ID and company contact details.\n\nArgs:\n    company_id: Targ"},{"name":"market_analytics","description":"Get comprehensive market analytics for the Russian construction market.\nReturns: average prices, top companies by rating, market size, price distribution.\nPerfe"},{"name":"find_best_companies","description":"Smart lead generation: find the best construction companies matching your criteria.\nPerfect for finding contractors, generating leads, or market research.\nArgs:"},{"name":"price_comparison","description":"Compare construction prices across regions and categories.\nReturns detailed price statistics, percentiles, and regional rankings.\nArgs:\n    regions: Comma-separ"},{"name":"company_portfolio","description":"Get FULL company portfolio: details, all projects, prices, reviews, contacts.\nComprehensive dossier for due diligence or hiring decisions.\nArgs:\n    company_slu"},{"name":"market_report","description":"Generate a comprehensive market report for a specific region.\nIncludes: market size, price tiers, top players, contact availability, competitive landscape.\nPerf"},{"name":"review_analysis","description":"Reputation summary from the aggregate star rating and review count, benchmarked against the region average. Provide company_slug for one company, or region/cate"},{"name":"contractor_recommendation","description":"AI-powered contractor recommendation. Finds the best matching companies based on budget, region, quality requirements. Returns ranked list with match scores."},{"name":"project_estimator","description":"Estimate construction project cost based on area, region, category and quality level (economy/standard/premium). Uses real market data from our database."},{"name":"trend_analyzer","description":"Current market snapshot by region, category, rating tier and price segment.\n\nThis is a distribution of the catalogue as it stands now, not a time series:\nwe do "},{"name":"company_deep_profile","description":"Get comprehensive company profile with all available data - contacts, projects, pricing, \nreviews analysis, market position, and comparison with competitors in "},{"name":"region_comparison","description":"Compare construction markets across regions. Provide comma-separated region names.\nShows companies count, ratings, prices, contact availability for each region "},{"name":"export_search_csv","description":"Export search results as CSV text (UTF-8 with BOM, Excel-friendly).\n\nentity: 'companies' or 'projects'\nquery: free-text search in name/description\ncategory, reg"},{"name":"smart_match","description":"Natural-language contractor search. Pass a free-form Russian brief\n(e.g. \"хочу каркасный дом 180 кв.м в Подмосковье до 15 млн\") and get\ntop-N matching contracto"},{"name":"get_lead_status","description":"Check the status of a lead created via request_quote.\n\nlead_id: UUID returned by request_quote\napi_key: the api_key used when the lead was created\n\nReturns JSON"}],"toolCount":24,"toolsHash":"4162d5e8e1f13f2e1f841063929c1fc5285851118f60f96969e49f7b5ad28343","serverName":"MCP Market Russia","capabilities":["experimental","prompts","resources","tools","extensions"],"serverVersion":"3.2.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-07T19:25:23.933Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":187,"error":null,"detail":{"tools":[{"name":"search_companies","description":"Search Russian construction companies by category, region, and budget.\nReturns company name, rating, prices, website, and phone number.\n\nArgs:\n    query: Free t"},{"name":"search_projects","description":"Search house building projects by area, floors, material, and price.\nReturns project specifications, price, direct link, and company contacts.\n\nArgs:\n    area_m"},{"name":"compare_companies","description":"Compare 2-3 construction companies side by side on prices, ratings, number of projects, and specialization.\n\nArgs:\n    company_ids: Comma-separated company UUID"},{"name":"calculate_cost","description":"Calculate estimated construction cost based on real market data from the catalog.\nUses average price per m² by material and region from actual company prices an"},{"name":"get_company","description":"Get full company profile including contacts, prices, rating, reviews, and list of house projects.\n\nArgs:\n    company_id: Company UUID from search_companies resu"},{"name":"get_project","description":"Get detailed house project information including specifications, price, features, and company contacts.\n\nArgs:\n    project_id: Project UUID from search_projects"},{"name":"get_categories","description":"Get all company categories with the number of companies in each category."},{"name":"get_regions","description":"Get all available regions with the number of companies in each region."},{"name":"get_stats","description":"Get catalog statistics: total companies, projects, regions, categories, agent queries today, and leads generated."},{"name":"request_quote","description":"Send a quote request to a construction company on behalf of the user.\nReturns confirmation with lead ID and company contact details.\n\nArgs:\n    company_id: Targ"},{"name":"market_analytics","description":"Get comprehensive market analytics for the Russian construction market.\nReturns: average prices, top companies by rating, market size, price distribution.\nPerfe"},{"name":"find_best_companies","description":"Smart lead generation: find the best construction companies matching your criteria.\nPerfect for finding contractors, generating leads, or market research.\nArgs:"},{"name":"price_comparison","description":"Compare construction prices across regions and categories.\nReturns detailed price statistics, percentiles, and regional rankings.\nArgs:\n    regions: Comma-separ"},{"name":"company_portfolio","description":"Get FULL company portfolio: details, all projects, prices, reviews, contacts.\nComprehensive dossier for due diligence or hiring decisions.\nArgs:\n    company_slu"},{"name":"market_report","description":"Generate a comprehensive market report for a specific region.\nIncludes: market size, price tiers, top players, contact availability, competitive landscape.\nPerf"},{"name":"review_analysis","description":"Reputation summary from the aggregate star rating and review count, benchmarked against the region average. Provide company_slug for one company, or region/cate"},{"name":"contractor_recommendation","description":"AI-powered contractor recommendation. Finds the best matching companies based on budget, region, quality requirements. Returns ranked list with match scores."},{"name":"project_estimator","description":"Estimate construction project cost based on area, region, category and quality level (economy/standard/premium). Uses real market data from our database."},{"name":"trend_analyzer","description":"Current market snapshot by region, category, rating tier and price segment.\n\nThis is a distribution of the catalogue as it stands now, not a time series:\nwe do "},{"name":"company_deep_profile","description":"Get comprehensive company profile with all available data - contacts, projects, pricing, \nreviews analysis, market position, and comparison with competitors in "},{"name":"region_comparison","description":"Compare construction markets across regions. Provide comma-separated region names.\nShows companies count, ratings, prices, contact availability for each region "},{"name":"export_search_csv","description":"Export search results as CSV text (UTF-8 with BOM, Excel-friendly).\n\nentity: 'companies' or 'projects'\nquery: free-text search in name/description\ncategory, reg"},{"name":"smart_match","description":"Natural-language contractor search. Pass a free-form Russian brief\n(e.g. \"хочу каркасный дом 180 кв.м в Подмосковье до 15 млн\") and get\ntop-N matching contracto"},{"name":"get_lead_status","description":"Check the status of a lead created via request_quote.\n\nlead_id: UUID returned by request_quote\napi_key: the api_key used when the lead was created\n\nReturns JSON"}],"toolCount":24,"toolsHash":"4162d5e8e1f13f2e1f841063929c1fc5285851118f60f96969e49f7b5ad28343","serverName":"MCP Market Russia","capabilities":["experimental","prompts","resources","tools","extensions"],"serverVersion":"3.2.0","protocolVersion":"2025-06-18"}}],"tools":[{"name":"search_companies","description":"Search Russian construction companies by category, region, and budget.\nReturns company name, rating, prices, website, and phone number.\n\nArgs:\n    query: Free t"},{"name":"search_projects","description":"Search house building projects by area, floors, material, and price.\nReturns project specifications, price, direct link, and company contacts.\n\nArgs:\n    area_m"},{"name":"compare_companies","description":"Compare 2-3 construction companies side by side on prices, ratings, number of projects, and specialization.\n\nArgs:\n    company_ids: Comma-separated company UUID"},{"name":"calculate_cost","description":"Calculate estimated construction cost based on real market data from the catalog.\nUses average price per m² by material and region from actual company prices an"},{"name":"get_company","description":"Get full company profile including contacts, prices, rating, reviews, and list of house projects.\n\nArgs:\n    company_id: Company UUID from search_companies resu"},{"name":"get_project","description":"Get detailed house project information including specifications, price, features, and company contacts.\n\nArgs:\n    project_id: Project UUID from search_projects"},{"name":"get_categories","description":"Get all company categories with the number of companies in each category."},{"name":"get_regions","description":"Get all available regions with the number of companies in each region."},{"name":"get_stats","description":"Get catalog statistics: total companies, projects, regions, categories, agent queries today, and leads generated."},{"name":"request_quote","description":"Send a quote request to a construction company on behalf of the user.\nReturns confirmation with lead ID and company contact details.\n\nArgs:\n    company_id: Targ"},{"name":"market_analytics","description":"Get comprehensive market analytics for the Russian construction market.\nReturns: average prices, top companies by rating, market size, price distribution.\nPerfe"},{"name":"find_best_companies","description":"Smart lead generation: find the best construction companies matching your criteria.\nPerfect for finding contractors, generating leads, or market research.\nArgs:"},{"name":"price_comparison","description":"Compare construction prices across regions and categories.\nReturns detailed price statistics, percentiles, and regional rankings.\nArgs:\n    regions: Comma-separ"},{"name":"company_portfolio","description":"Get FULL company portfolio: details, all projects, prices, reviews, contacts.\nComprehensive dossier for due diligence or hiring decisions.\nArgs:\n    company_slu"},{"name":"market_report","description":"Generate a comprehensive market report for a specific region.\nIncludes: market size, price tiers, top players, contact availability, competitive landscape.\nPerf"},{"name":"review_analysis","description":"Reputation summary from the aggregate star rating and review count, benchmarked against the region average. 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Provide comma-separated region names.\nShows companies count, ratings, prices, contact availability for each region "},{"name":"export_search_csv","description":"Export search results as CSV text (UTF-8 with BOM, Excel-friendly).\n\nentity: 'companies' or 'projects'\nquery: free-text search in name/description\ncategory, reg"},{"name":"smart_match","description":"Natural-language contractor search. 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