Which integrations are available for this server?

Enables lead notifications to vendors via Telegram when users submit quote requests through the MCP server's lead generation tools.

MCP Market Russia

License: MIT MCP Protocol Live Glama MCP Server

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

MCP Market Russia

Why this server

Quick start

Claude Desktop

Cursor, Windsurf, any Streamable-HTTP client

Python (`mcp` client)

Tools (24)

Search & catalog

Analytics

Recommendation & estimation

Deep profiles

Lead generation

Pricing

Data freshness

Architecture

License

Contact

Maintenance

Resources

Latest Blog Posts

MCP directory API

MCP Market Russia

Why this server

Quick start

Claude Desktop

Cursor, Windsurf, any Streamable-HTTP client

Python (mcp client)

Tools (24)

Search & catalog

Analytics

Recommendation & estimation

Deep profiles

Lead generation

Pricing

Data freshness

Architecture

License

Contact

Maintenance

Resources

Latest Blog Posts

MCP directory API

Python (`mcp` client)