MCP Market Russia
Server Details
MCP server for Russian construction market data. Access 3,395 construction companies, 13,436 projects across 18 regions of Russia. Search contractors, compare prices, analyze ratings, get market reports — all via MCP protocol. 21 tools including search, analytics, cost estimation, and contractor recommendations.
- Status
- Healthy
- Last Tested
- Transport
- Streamable HTTP
- URL
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See which tools your agents call, how often, and when, so you can understand usage patterns and catch anomalies.
Tool Definition Quality
Average 3.5/5 across 24 of 24 tools scored. Lowest: 2.6/5.
Most tools have distinct purposes, but there is some overlap between 'market_analytics', 'market_report', and 'trend_analyzer' which all analyze market data, potentially causing confusion. Tools like 'calculate_cost' and 'project_estimator' also serve similar cost estimation functions, though their inputs differ slightly. Overall, the descriptions help differentiate them, but agents might struggle to choose between these overlapping tools.
Tool names consistently use snake_case throughout, with clear verb_noun patterns (e.g., 'calculate_cost', 'search_companies', 'get_regions'). There are no deviations in naming conventions, making the set predictable and easy to parse for agents. This uniformity enhances usability and reduces cognitive load.
With 24 tools, the count is on the higher side for a construction market server, bordering on heavy. While the domain is broad (covering companies, projects, analytics, and lead generation), some tools could be consolidated (e.g., overlapping analytics tools). It's not extreme, but it may overwhelm agents with too many options for similar tasks.
The tool set comprehensively covers the Russian construction market domain, including CRUD-like operations (search, get, compare), analytics (market reports, trends, price comparisons), lead management (request_quote, get_lead_status), and utilities (export, recommendations). There are no obvious gaps; agents can perform end-to-end workflows from research to contractor engagement.
Available Tools
24 toolscalculate_costInspect
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, газобетон/aerated_concrete, кирпич/brick, СИП/SIP). Empty = average across all. region: Region or city name for regional pricing. Empty = nationwide average. floors: Number of floors (1 or 2). 0 = no adjustment.
| Name | Required | Description | Default |
|---|---|---|---|
| area | Yes | ||
| floors | No | ||
| region | No | ||
| material | No |
Output Schema
| Name | Required | Description |
|---|---|---|
| result | Yes |
company_deep_profileInspect
Get comprehensive company profile with all available data - contacts, projects, pricing, reviews analysis, market position, and comparison with competitors in same region.
| Name | Required | Description | Default |
|---|---|---|---|
| slug | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| result | Yes |
company_portfolioInspect
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).
| Name | Required | Description | Default |
|---|---|---|---|
| company_slug | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| result | Yes |
compare_companiesInspect
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'
| Name | Required | Description | Default |
|---|---|---|---|
| company_ids | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| result | Yes |
contractor_recommendationInspect
AI-powered contractor recommendation. Finds the best matching companies based on budget, region, quality requirements. Returns ranked list with match scores.
| Name | Required | Description | Default |
|---|---|---|---|
| region | No | ||
| category | No | ||
| budget_max | No | ||
| budget_min | No | ||
| min_rating | No | ||
| need_contacts | No | ||
| need_portfolio | No |
Output Schema
| Name | Required | Description |
|---|---|---|
| result | Yes |
export_search_csvInspect
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 .csv and open in Excel.
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | ||
| query | No | ||
| entity | No | companies | |
| region | No | ||
| category | No | ||
| budget_max | No |
Output Schema
| Name | Required | Description |
|---|---|---|
| result | Yes |
find_best_companiesInspect
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: Minimum rating (0-5). 0 = no filter. max_price: Maximum price per m2 in thousands RUB. 0 = no filter. min_price: Minimum price per m2 in thousands RUB. 0 = no filter. has_phone: Only companies with phone number. has_projects: Only companies with project portfolio. sort_by: Sort by: 'rating', 'price_asc', 'price_desc', 'reviews', 'projects'. limit: Max results (1-50).
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | ||
| region | No | ||
| sort_by | No | rating | |
| category | No | ||
| has_phone | No | ||
| max_price | No | ||
| min_price | No | ||
| min_rating | No | ||
| has_projects | No |
Output Schema
| Name | Required | Description |
|---|---|---|
| result | Yes |
get_categoriesInspect
Get all company categories with the number of companies in each category.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Output Schema
| Name | Required | Description |
|---|---|---|
| result | Yes |
get_companyInspect
Get full company profile including contacts, prices, rating, reviews, and list of house projects.
Args: company_id: Company UUID from search_companies results
| Name | Required | Description | Default |
|---|---|---|---|
| company_id | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| result | Yes |
get_lead_statusInspect
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.
| Name | Required | Description | Default |
|---|---|---|---|
| api_key | Yes | ||
| lead_id | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| result | Yes |
get_projectInspect
Get detailed house project information including specifications, price, features, and company contacts.
Args: project_id: Project UUID from search_projects results
| Name | Required | Description | Default |
|---|---|---|---|
| project_id | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| result | Yes |
get_regionsInspect
Get all available regions with the number of companies in each region.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Output Schema
| Name | Required | Description |
|---|---|---|
| result | Yes |
get_statsInspect
Get catalog statistics: total companies, projects, regions, categories, agent queries today, and leads generated.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Output Schema
| Name | Required | Description |
|---|---|---|
| result | Yes |
market_analyticsInspect
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 = all regions. category: Filter by category (e.g. 'Строительство домов'). Empty = all categories.
| Name | Required | Description | Default |
|---|---|---|---|
| region | No | ||
| category | No |
Output Schema
| Name | Required | Description |
|---|---|---|
| result | Yes |
market_reportInspect
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').
| Name | Required | Description | Default |
|---|---|---|---|
| region | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| result | Yes |
price_comparisonInspect
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.
| Name | Required | Description | Default |
|---|---|---|---|
| regions | No | ||
| category | No |
Output Schema
| Name | Required | Description |
|---|---|---|
| result | Yes |
project_estimatorInspect
Estimate construction project cost based on area, region, category and quality level (economy/standard/premium). Uses real market data from our database.
| Name | Required | Description | Default |
|---|---|---|---|
| region | No | ||
| quality | No | standard | |
| area_sqm | Yes | ||
| category | No |
Output Schema
| Name | Required | Description |
|---|---|---|
| result | Yes |
region_comparisonInspect
Compare construction markets across regions. Provide comma-separated region names. Shows companies count, ratings, prices, contact availability for each region side by side.
| Name | Required | Description | Default |
|---|---|---|---|
| regions | Yes | ||
| category | No |
Output Schema
| Name | Required | Description |
|---|---|---|
| result | Yes |
request_quoteInspect
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 name for the quote request phone: Client's phone number for callback email: Client's email address comment: Additional comments or requirements for the quote
| Name | Required | Description | Default |
|---|---|---|---|
| name | No | ||
| No | |||
| phone | No | ||
| comment | No | ||
| company_id | Yes | ||
| project_id | No |
Output Schema
| Name | Required | Description |
|---|---|---|
| result | Yes |
review_analysisInspect
Analyze company reviews - sentiment breakdown, common themes, strengths and weaknesses. Provide company_slug for specific company or region/category for market overview.
| Name | Required | Description | Default |
|---|---|---|---|
| region | No | ||
| category | No | ||
| company_slug | No |
Output Schema
| Name | Required | Description |
|---|---|---|
| result | Yes |
search_companiesInspect
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, газобетон, кирпич, недвижимость, модульные_дома, СИП) region: Region or city name (e.g. 'Московская область', 'Санкт-Петербург', 'Краснодар') budget_max: Maximum budget in rubles. Set to 0 for no limit. limit: Number of results to return, maximum 20
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | ||
| query | No | ||
| region | No | ||
| category | No | ||
| budget_max | No |
Output Schema
| Name | Required | Description |
|---|---|---|
| result | Yes |
search_projectsInspect
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. floors: Number of floors/stories. Set to 0 for any. material: Building material filter (каркас/frame, брус/timber, газобетон/aerated_concrete, кирпич/brick, СИП/SIP) budget_max: Maximum price in rubles. Set to 0 for no limit. region: Filter by company region or city name query: Free text search in project name and description limit: Number of results to return, maximum 20
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | ||
| query | No | ||
| floors | No | ||
| region | No | ||
| area_max | No | ||
| area_min | No | ||
| material | No | ||
| budget_max | No |
Output Schema
| Name | Required | Description |
|---|---|---|
| result | Yes |
smart_matchInspect
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.
| Name | Required | Description | Default |
|---|---|---|---|
| brief | Yes | ||
| top_n | No |
Output Schema
| Name | Required | Description |
|---|---|---|
| result | Yes |
trend_analyzerInspect
Analyze market trends - company growth, price dynamics, rating changes by region/category. Shows how the construction market is developing over time.
| Name | Required | Description | Default |
|---|---|---|---|
| period | No | all | |
| region | No | ||
| category | No |
Output Schema
| Name | Required | Description |
|---|---|---|
| result | Yes |
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