MCP Market Russia

Search Russian construction companies by category, region, and budget. Returns company name, rating, prices, website, and phone number. Args: query: Free text search query (e.g. 'каркасные дома недорого', 'frame houses') category: Company category filter (каркасные_дома, дома_из_бруса, газо

Search house building projects by area, floors, material, and price. Returns project specifications, price, direct link, and company contacts. Args: area_min: Minimum house area in square meters. Set to 0 for no limit. area_max: Maximum house area in square meters. Set to 0 for no limit.

Compare 2-3 construction companies side by side on prices, ratings, number of projects, and specialization. Args: company_ids: Comma-separated company UUIDs to compare (2-3 IDs). Example: 'uuid1,uuid2,uuid3'

Calculate estimated construction cost based on real market data from the catalog. Uses average price per m² by material and region from actual company prices and projects. Args: area: House area in square meters (required, e.g. 120) material: Building material (каркас/frame, брус/timber, га

Get full company profile including contacts, prices, rating, reviews, and list of house projects. Args: company_id: Company UUID from search_companies results

Get detailed house project information including specifications, price, features, and company contacts. Args: project_id: Project UUID from search_projects results

Get all company categories with the number of companies in each category.

Get all available regions with the number of companies in each region.

Get catalog statistics: total companies, projects, regions, categories, agent queries today, and leads generated.

Send a quote request to a construction company on behalf of the user. Returns confirmation with lead ID and company contact details. Args: company_id: Target company UUID (required) project_id: Specific project UUID if the user is interested in a particular house project name: Client's

Get comprehensive market analytics for the Russian construction market. Returns: average prices, top companies by rating, market size, price distribution. Perfect for investors, analysts, and companies entering the market. Args: region: Filter by region (e.g. 'Москва', 'Санкт-Петербург'). Empty

Smart lead generation: find the best construction companies matching your criteria. Perfect for finding contractors, generating leads, or market research. Args: region: Filter by region name (e.g. 'Москва'). Empty = all. category: Filter by category/subcategory. Empty = all. min_rating:

Compare construction prices across regions and categories. Returns detailed price statistics, percentiles, and regional rankings. Args: regions: Comma-separated regions to compare (e.g. 'Москва,Санкт-Петербург'). Empty = all. category: Filter by category. Empty = all.

Get FULL company portfolio: details, all projects, prices, reviews, contacts. Comprehensive dossier for due diligence or hiring decisions. Args: company_slug: Company slug identifier (from search results).

Generate a comprehensive market report for a specific region. Includes: market size, price tiers, top players, contact availability, competitive landscape. Perfect for investors, business development, and market entry analysis. Args: region: Region name (e.g. 'Москва', 'Ленинградская область').

Analyze company reviews - sentiment breakdown, common themes, strengths and weaknesses. Provide company_slug for specific company or region/category for market overview.

AI-powered contractor recommendation. Finds the best matching companies based on budget, region, quality requirements. Returns ranked list with match scores.

Estimate construction project cost based on area, region, category and quality level (economy/standard/premium). Uses real market data from our database.

Analyze market trends - company growth, price dynamics, rating changes by region/category. Shows how the construction market is developing over time.

Get comprehensive company profile with all available data - contacts, projects, pricing, reviews analysis, market position, and comparison with competitors in same region.

Compare construction markets across regions. Provide comma-separated region names. Shows companies count, ratings, prices, contact availability for each region side by side.

Export search results as CSV text (UTF-8 with BOM, Excel-friendly). entity: 'companies' or 'projects' query: free-text search in name/description category, region: filter fields budget_max: for companies, cap on min_project_price limit: 1..2000 rows (default 500) Returns CSV text ready to save as

Natural-language contractor search. Pass a free-form Russian brief (e.g. "хочу каркасный дом 180 кв.м в Подмосковье до 15 млн") and get top-N matching contractors plus an explanation of how the brief was parsed. Returns JSON with: parsed filters, matches list, explanation.

Check the status of a lead created via request_quote. lead_id: UUID returned by request_quote api_key: the api_key used when the lead was created Returns JSON with status (new/contacted/won/lost), company info, contact fields, budget, timestamps.