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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Editors’ pick

A Yandex Metrika MCP server generated from the API spec: 108 methods, 10 tools declared by default, transparent filters and response metadata

MCP serverMedium risk2Repository stars

MCP server for Google Ads: analyze campaigns, metrics and keywords with GAQL queries right in the chat with an agent

MCP serverMedium risk709Repository stars
Russian stack

Five MCP servers for Wordstat, Search, Webmaster, Metrica and Direct, plus a Claude Code plugin with keyword and competitor skills

MCP serverHigh risk65Repository stars
Russian stack

An MCP server for Yandex Direct, Metrika, Wordstat and Webmaster: campaigns, ads, bids, reports and keyword research from chat

MCP serverHigh risk59Repository stars

Yandex Metrika MCP

Yandex Metrika MCP Server

Russian stack

MCP server for Yandex Metrika reports: traffic, sources, search phrases, goals, geography, devices and content analytics

MCP serverMedium risk23Repository stars

Yandex Metrica MCP

yandex-metrica-mcp

Russian stack

Read-only MCP server for Yandex Metrica: reports, period comparison, goals and raw log export with browser login

MCP serverMedium risk14Repository stars
Russian stack

Remote Sellmonitor MCP servers for Wildberries analytics: market and competitors, plus your own store's sales, costs and profit

MCP serverMedium risk13Repository stars
Russian stack

An MCP server for Yandex Direct, Metrica, Wordstat and Audience analytics: raw reports, data joins and an HTML dashboard

MCP serverMedium risk9Repository stars
Russian stack

A dependency-free, pure Ruby MCP server with 30 tools for Yandex Direct campaigns, ad groups, ads, keywords and reports

MCP serverHigh risk6Repository stars

Yandex Wordstat MCP

Яндекс Вордстат MCP

Russian stack

Wordstat MCP server via Yandex Cloud Search API: query volume and related queries, seasonality, demand by region and device

MCP serverMedium risk6Repository stars
Russian stack

Monorepo of Yandex MCP servers: Direct, Metrica, Webmaster, Wordstat, Tracker, 360, Maps, SpeechKit, YandexGPT and AppMetrica

MCP serverHigh risk6Repository stars

Yandex Webmaster MCP

Yandex Webmaster MCP Server

Russian stack

MCP server for Yandex Webmaster API v4: indexing, search queries, broken links, SQI, recrawl, sitemaps and feeds

MCP serverHigh risk6Repository stars

Yandex Direct MCP server (npm)

@theyahia/yandex-direct-mcp

Russian stack

A TypeScript MCP server with an npm package: 20 tools for Yandex Direct campaigns, bids and negative keywords, with money always in rubles

MCP serverHigh risk5Repository stars

Yandex Webmaster MCP server (npm)

@theyahia/yandex-webmaster-mcp

Russian stack

A TypeScript MCP server for the Yandex Webmaster API: sites, indexing, search queries, sitemaps, diagnostics and recrawl, 13 tools

MCP serverMedium risk5Repository stars
Russian stack

A minimalist Python MCP with 12 read-only tools using the correct OAuth header, paired with a skill that carries the period-comparison methodology

MCP serverLow risk4Repository stars

TGStat MCP

tgstat-mcp

Russian stack

TGStat MCP server: Telegram channel and post search, subscriber and reach trends, ERR and mentions

MCP serverMedium risk4Repository stars
Russian stack

An MCP server, CLI and Pydantic models for the Yandex Metrika API: reports, counters, goals, filters, segments, logs and offline conversion uploads

MCP serverHigh risk2Repository stars
Russian stack

A read-only Yandex Metrika MCP server with 31 tools for traffic, content, demographics, geography, conversions and e-commerce, metrika:read only

MCP serverMedium risk2Repository stars
Russian stack

A 155-tool MCP server for Yandex Direct, Metrika, Wordstat and Webmaster, with self-setup OAuth and read-only and confirm modes

MCP serverHigh risk2Repository stars
Official

Hosted MaxStat MCP server for searching and analyzing channels and posts in the MAX messenger

MCP serverMedium risk2Repository stars
Russian stack

An MCP server for Yandex Wordstat via the Yandex Cloud Search API: frequency, dynamics, regions and an operator-aware phrase builder

MCP serverLow risk1Repository stars

Wildberries Analytics MCP server

Wildberries Analytics MCP

Russian stack

A Wildberries seller-analytics MCP server: sales funnel, search reports, warehouse stock and CSV exports

MCP serverLow risk1Repository stars

Roistat MCP server

Roistat MCP Server

Russian stack

An MCP server for Roistat marketing analytics: statistics, orders, call tracking and clients through an agent in Claude Desktop

MCP serverMedium risk1Repository stars
Russian stack

A 25-tool read-only Yandex Metrika MCP server, a fork of an unmaintained project with fixes for broken report parameters

MCP serverMedium risk1Repository stars

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.