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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2GIS MapGL MCP server

2GIS MCP (mapgl-mcp-server)

Official

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 serverLow riskRussian stack3Repository stars
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 stack2Repository stars
Official

SendPulse's official remote MCP server: statistics, campaigns and user data through an agent chat

MCP serverHigh riskRussian stack1Repository stars
Editors’ pick

12 dependency-free Yandex Direct tools: a plan-then-confirm write flow, with campaign resume and delete simply not implemented

MCP serverHigh riskRussian stack

Bitrix24 portal MCP server

MCP-сервер портала Битрикс24

Official

Bitrix24's official per-portal MCP: an external agent uses OAuth or a token to read and change tasks, deals, meetings and mail

MCP serverHigh riskRussian stack

Buyer-side Ozon MCP server: product search, product pages with prices and stock, customer reviews

MCP serverMedium riskRussian stack69Repository stars

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

MCP serverHigh riskRussian stack65Repository stars

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

MCP serverHigh riskRussian stack59Repository stars

An MCP server for Yandex Direct, Metrica, Audiences and Wordstat with read-only mode and change confirmation

MCP serverHigh riskRussian stack39Repository stars

Telegram API MCP

telegram-api-mcp

MCP server for the Telegram Bot API: messages, channels, forums, payments and long posts from a bot, with Telegram rate limits built in

MCP serverHigh riskRussian stack28Repository 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 stack23Repository stars

An MCP server for the Tilda API: project and page lists, full page HTML and CSS, export for self-hosting

MCP serverMedium riskRussian stack19Repository stars

An MCP with 23 tools, resources and prompts for Kommo, amoCRM's international product: deals, contacts, pipelines, Salesbot

MCP serverHigh riskRussian stack14Repository 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 stack14Repository stars

MCP server for the VK API: profiles, walls, communities, photos, likes and stats, with confirmable post publishing

MCP serverHigh riskRussian stack12Repository stars

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

MCP serverMedium riskRussian stack9Repository stars

VK Ads MCP server

VK Реклама MCP

An MCP server for VK Ads: campaigns, groups, banners, statistics and balance through chat, with in-chat account connection instead of manual OAuth

MCP serverHigh riskRussian stack8Repository stars
Official

An MCP server for image generation through Sber's official Kandinsky API, with style choice and negative prompts

MCP serverLow riskRussian stack6Repository stars

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

MCP serverHigh riskRussian stack6Repository 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 stack6Repository stars

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

MCP serverHigh riskRussian stack6Repository stars

MAX MCP

max-mcp

Local MCP server for MAX messenger using a user session: chats, search, channel export, sending messages and files

MCP serverHigh riskRussian stack6Repository 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.