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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Found: 17

Russian stack

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

Medium risk69Repository stars
Official

Yandex's official MCP server for web search via Yandex Search API: results with sources and a generative answer

Medium risk48Repository stars
Russian stack

Unofficial buyer-side Ozon MCP server: product search, prices, specs and reviews without Seller API keys

Medium risk13Repository stars

Yandex Browser tabs MCP server

Yandex Browser Tabs MCP Server v2.0

Russian stack

An MCP server for controlling Yandex Browser tabs over the Chrome DevTools debugging protocol

Medium risk9Repository stars
Russian stack

A set of MCP servers that read prices, stock, ratings and reviews from Wildberries, Ozon, Yandex Market, Avito and a few more Russian retailers

Low risk5Repository stars
Russian stack

A self-hosted MCP for Yandex Search API v2: web, image and generative search across all six Yandex indexes

Low risk3Repository stars

Yandex Search API v2 MCP server over HTTP

Yandex Search API MCP server, StreamableHTTP build

Russian stack

A fork of Yandex's official server adding HTTP transport and the full range of search types: web, generative, image

Low risk1Repository stars
Russian stack

An MCP server for searching and reading Habr articles: converts an article's markup into readable markdown right in the agent's reply

Low risk

Yandex image search MCP

mcp-yandex-search-api

Russian stack

A Python MCP server for searching Yandex Images through the Yandex Search API

Low risk
Russian stack

A browser extension and local MCP server with 254 tools: the agent reads and changes the DOM, clicks and runs JS in Yandex Browser and Chromium tabs

High risk

Habr Career MCP server

habr-career-mcp

Russian stack

An MCP server for the Habr Career API: filtered vacancy search, full vacancy text, a skills lookup and a local registry of vacancies already reviewed

Low risk
Russian stack

A Dockerized MCP server that pulls a Habr article's text by link, aimed at local models in LM Studio

Low risk

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.