2GIS MapGL MCP server
2GIS MCP (mapgl-mcp-server)
2GIS's official MCP server on top of the MapGL JS API: place search, geocoding, routes and isochrones, works with a demo key out of the box
MCP servers
An MCP server connects an agent to external data and tools over a single protocol: files, databases, APIs and services. This section lists servers with their transport, auth method and environment variables, an install command and an honest read on the risks.
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Official
Official
An MCP server for image generation through Sber's official Kandinsky API, with style choice and negative prompts
MCP servers for marketplace search via Apify
Marketplaces MCP Servers
Three MCP servers that search products on Wildberries, Ozon and Yandex Market through Apify actors, with caching and compact output for agent context
Read-only Yandex Metrika MCP server
yandex-metrika-mcp
A minimalist Python MCP with 12 read-only tools using the correct OAuth header, paired with a skill that carries the period-comparison methodology
Wildberries MCP search server
Wildberries MCP Server
A lightweight MCP server for searching Wildberries products via its public JSON API: product card, price, reviews with no browser
Russian stack
An MCP server for the paid XMLRiver service: Google and Yandex SERP parsing, Wordstat frequency and suggestions in one package
Russian stack
An MCP server for Yandex Wordstat via the Yandex Cloud Search API: frequency, dynamics, regions and an operator-aware phrase builder
Yandex and Google search MCP server
web-compass
An MCP web-search and content-extraction server via Yandex and Google on top of SerpAPI, geared toward RU/CIS results
Yandex Wordstat MCP Server by khanton
Yandex Wordstat MCP Server
A compact TypeScript MCP server for Yandex Wordstat via the Yandex Search API: top queries, dynamics and regions
Wordstat MCP by Marketscore
Wordstat MCP
A connector to the hosted Marketscore service: Yandex Wordstat frequency and seasonality in Claude and ChatGPT, with noise filtering
Russian stack
An MCP server for Yandex Wordstat via the official Yandex Cloud Search API: frequency, related queries, dynamics and regions
Yandex Search.API MCP with Wordstat
Yandex Search.API MCP Server
An MCP server for Yandex's official Search.API: web, image, generative search and four Wordstat tools in one npm package
Simple Yandex Wordstat MCP
wordstat-mcp
A compact MCP server on the official SDK for five Yandex Wordstat operations: top requests, dynamics, regions, region tree, account info
Go Wordstat MCP with its own OAuth
yandex-wordstat-mcp
A Go MCP server for Yandex Wordstat with three tools and a built-in OAuth server protecting remote access
Read-only Yandex Direct MCP server
yandex-direct-mcp-server
A single-file, read-only MCP server for the Yandex Direct API, with a /healthz config check
GeekBI Ozon research MCP server
geekbi-ozon-research-mcp
GeekBI's MCP server over Ozon data: sites, categories, products, shops, keywords and reviews for market research
Yandex Metrika MCP with DuckDB
Yandex.Metrika MCP
A Metrika MCP server for Claude Code with Stat, Logs, Management and Compare APIs plus local SQL analysis of raw logs via DuckDB
Russian stack
A signals-only MCP server for social posts: trends, Wordstat demand, Yandex SERP and audience questions, with no LLM inside
Russian stack
A self-hosted MCP server on Cloudflare Workers for local SEO: organization search and cards in 2GIS, Yandex Geocoder and Google Places
Yandex Metrika MCP server, hardened read-only fork
yandex-metrika-mcp
A read-only MCP server for the Yandex Metrika Stat API, a fork of atomkraft with npx install and fixed report dates
Yandex Metrika MCP Server (ymetrika-mcp)
Yandex Metrika MCP Server
A FastMCP-based MCP server for Yandex Metrika reports: visits, traffic sources, demographics, goal conversions
yandex-wordstat-mcp by nikolaymokh-dev
yandex-wordstat-mcp
A Wordstat MCP server via the Yandex Search API that estimates and tracks request cost before and after each call
Wildberries product search and comparison MCP server
wildberries-mcp
An MCP server for Wildberries product search, price history, reviews and side-by-side comparison via the site's internal hosts, no token needed
Russian stack
An MCP server for the Yandex Cloud Search API v2: Wordstat and web search with file caching, date normalization and 429-retry handling
Frequently asked questions
What is an MCP server?
An MCP server connects an agent to external data and tools over a single protocol: files, databases, APIs and services. The agent calls its tools while it works.
How do I connect an MCP server to an agent?
The entry lists how to run it (npx, uvx, docker or a remote URL) and the environment variables. A config snippet goes into the agent settings.
Do I need a key or a paid account?
It depends on the server. Each entry states the auth method and requirements, including paid accounts, in the limitations block.