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 riskRussian stackNo VPN needed2Repository stars

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

MCP serverMedium riskNo VPN needed709Repository stars

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

MCP serverHigh riskRussian stackNo VPN needed65Repository stars

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

MCP serverHigh riskRussian stackNo VPN needed59Repository stars

Yandex Metrika MCP

Yandex Metrika MCP Server

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

MCP serverMedium riskRussian stackNo VPN needed23Repository stars

Yandex Metrica MCP

yandex-metrica-mcp

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

MCP serverMedium riskRussian stackNo VPN needed14Repository stars

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

MCP serverMedium riskRussian stackNo VPN needed9Repository stars

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

MCP serverHigh riskRussian stackNo VPN needed6Repository stars

Yandex Wordstat MCP

Яндекс Вордстат MCP

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

MCP serverMedium riskRussian stackNo VPN needed6Repository stars

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

MCP serverHigh riskRussian stackNo VPN needed6Repository stars

Yandex Webmaster MCP

Yandex Webmaster MCP Server

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

MCP serverHigh riskRussian stackNo VPN needed6Repository stars

Yandex Direct MCP server (npm)

@theyahia/yandex-direct-mcp

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 riskRussian stackNo VPN needed5Repository stars

Yandex Webmaster MCP server (npm)

@theyahia/yandex-webmaster-mcp

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

MCP serverMedium riskRussian stackNo VPN needed5Repository stars

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 riskRussian stackNo VPN needed4Repository stars

TGStat MCP

tgstat-mcp

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

MCP serverMedium riskRussian stackNo VPN needed4Repository stars

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

MCP serverHigh riskRussian stackNo VPN needed2Repository stars

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

MCP serverMedium riskRussian stackNo VPN needed2Repository stars
Official

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

MCP serverMedium riskRussian stackNo VPN needed2Repository stars

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

MCP serverLow riskRussian stackNo VPN needed1Repository stars

Wildberries Analytics MCP server

Wildberries Analytics MCP

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

MCP serverLow riskRussian stackNo VPN needed1Repository stars

Roistat MCP server

Roistat MCP Server

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

MCP serverMedium riskRussian stackNo VPN needed1Repository stars

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

MCP serverMedium riskRussian stackNo VPN needed1Repository stars

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

MCP serverLow riskRussian stackNo VPN needed1Repository stars

A connector to the hosted Marketscore service: Yandex Wordstat frequency and seasonality in Claude and ChatGPT, with noise filtering

MCP serverLow riskRussian stackNo VPN needed1Repository 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.