MCP Market Russia

Hosted Model Context Protocol (MCP) server providing AI agents with structured access to the Russian construction market: 3,395 contractor companies, 13,436 house-building projects, across 18 regions, exposed through 24 specialized tools.

Live endpoint: https://mcp-market.ru/mcp/
Interactive demo: https://mcp-market.ru/demo
Dashboard: https://mcp-market.ru/dashboard
Protocol: MCP v2024-11-05 (Streamable HTTP transport)

Why this server

Russia's construction market is fragmented across regional registries, vendor websites, and aggregators. AI assistants that try to answer "какие каркасные дома под ключ в Подмосковье до 3 млн руб?" end up hallucinating companies or linking to dead pages. mcp-market-ru exposes curated, structured data so agents can:

recommend vetted contractors by category / region / budget / rating,
estimate project cost from real market prices,
send qualified quote requests straight to a vendor (Telegram + email notification),
compare regions, prices, and companies analytically.

Quick start

Claude Desktop

Add the server to ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows):

{
  "mcpServers": {
    "mcp-market-ru": {
      "command": "npx",
      "args": ["mcp-remote", "https://mcp-market.ru/mcp/"]
    }
  }
}

Restart Claude Desktop. The 24 tools appear under the MCP icon.

Cursor, Windsurf, any Streamable-HTTP client

Point the client directly at https://mcp-market.ru/mcp/ — no wrapper required.

Python (`mcp` client)

from mcp import ClientSession
from mcp.client.streamable_http import streamablehttp_client

async with streamablehttp_client("https://mcp-market.ru/mcp/") as (read, write, _):
    async with ClientSession(read, write) as session:
        await session.initialize()
        result = await session.call_tool("smart_match", {"brief": "каркасный дом 180 кв.м в Подмосковье до 15 млн"})
        print(result)

Tools (24)

Search & catalog

Tool	Purpose
`search_companies`	Search 3 395 contractors by category / region / budget / free-text query
`search_projects`	Search 13 436 house projects by area, floors, material, price
`get_company`	Full company profile: contacts, prices, rating, reviews, projects
`get_project`	Project specs, pricing, features, company contacts
`get_categories`	All categories + company count per category
`get_regions`	All 18 regions + company count per region
`get_stats`	Catalog totals + daily agent-query / lead counters
`export_search_csv`	Export companies/projects search results as CSV (UTF-8 with BOM, Excel-friendly)

Analytics

Tool	Purpose
`market_analytics`	Aggregate market view: segments, pricing bands, regional density
`market_report`	Narrative market report for a specified region
`trend_analyzer`	Company growth, price dynamics, rating changes over time
`price_comparison`	Prices across regions and categories side-by-side
`region_comparison`	Compare multiple regions on companies / projects / prices
`compare_companies`	Head-to-head comparison of 2–3 companies

Recommendation & estimation

Tool	Purpose
`find_best_companies`	Rank contractors matching budget, region, rating floor
`contractor_recommendation`	AI-weighted top picks with reasoning
`smart_match`	Natural-language Russian brief → parsed filters + top-N contractors
`calculate_cost`	Quick cost estimate from category + region + area
`project_estimator`	Detailed estimate with economy / standard / premium tiers

Deep profiles

Tool	Purpose
`company_portfolio`	Full portfolio: all projects, prices, reviews, contacts
`company_deep_profile`	Company profile plus reviews, categories, pricing history
`review_analysis`	Sentiment breakdown, themes, strengths & weaknesses

Lead generation

Tool	Purpose
`request_quote`	Submit a lead; vendor notified via Telegram + email
`get_lead_status`	Check status of a previously-submitted lead (new / contacted / won / lost)

Pricing

Tier	Limit	Tools
Free	100 req/day	Search + catalog tools
Starter	1 000 req/day	+ Analytics
Pro	10 000 req/day	+ Recommendations + Deep profiles
Enterprise	custom	Everything + dedicated support

Get an API key: https://mcp-market.ru/register

Data freshness

Data is refreshed weekly from public registries, vendor sites, and project portals. Coverage stats:

Field	Fill rate
Description	100 %
Rating	94 %
Website	62 %
Phone	44 %
Email	30 %

Last refresh: April 2026.

Architecture

FastAPI + FastMCP over Streamable HTTP at /mcp/
PostgreSQL 16 for catalog & leads
Content-negotiated landing at /mcp/ — text/html returns docs, text/event-stream returns the MCP transport
TLS via Let's Encrypt, hosted in Moscow datacenter

REST mirror available at /api/v1/... for non-MCP clients (see /api/endpoints).

License

MIT — see LICENSE.

Contact

Site: https://mcp-market.ru/
Issues: https://github.com/devids77/mcp-market-ru/issues
Telegram: @Devavatar

mcp-market-ru