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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MCP server for Reddit: an agent reads hot threads from a subreddit and analyzes posts with their comments

MCP serverMedium risk425Repository stars

A unified search MCP server: one interface to Tavily, Brave, Kagi, Exa, Linkup, Firecrawl and GitHub search

MCP serverMedium risk350Repository stars

Playwright-based MCP server for browsing sites, clicking, filling forms, taking screenshots and running JavaScript in a browser

MCP serverHigh risk299Repository stars
Official

Official AgentQL MCP server: extracts structured data from a web page based on a field description

MCP serverMedium risk182Repository stars
Official

Official SerpApi MCP server: the agent gets results from Google, Bing, YouTube, Amazon and other engines as JSON or Markdown

MCP serverMedium risk174Repository stars
Official

Official Oxylabs MCP server: page scraping with JS rendering, Google and Amazon results, an AI crawler

MCP serverMedium risk106Repository stars
Russian stack

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

MCP serverMedium risk69Repository stars

An MCP server that drives your already open Chrome and stops to ask you about a 2FA code, a CAPTCHA, or a choice only you can make

MCP serverHigh risk48Repository stars
Official

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

MCP serverMedium risk48Repository stars
Russian stack

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

MCP serverMedium 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

MCP serverMedium risk9Repository stars
Russian stack

Three MCP servers that search products on Wildberries, Ozon and Yandex Market through Apify actors, with caching and compact output for agent context

MCP serverLow risk5Repository 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

MCP serverLow risk5Repository stars
Russian stack

An unofficial Playwright-based MCP server that searches Yandex through a browser with authenticated cookies, extracting and ranking page content for an agent

MCP serverHigh risk4Repository stars
Russian stack

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

MCP serverLow risk3Repository stars
Russian stack

An MCP server for the OpenSERP search platform: web and image search across several engines including Yandex, plus page text extraction

MCP serverLow risk2Repository stars
Russian stack

An MCP web-search and content-extraction server via Yandex and Google on top of SerpAPI, geared toward RU/CIS results

MCP serverLow risk1Repository stars
Russian stack

A self-hosted Go search gateway with an MCP search tool: 39 providers, including the official Yandex Search API v2

MCP serverMedium risk1Repository 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

MCP serverLow 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

MCP serverLow risk

Yandex Search API MCP with deferred search

Yandex Search MCP Server (Async Mode)

Russian stack

A fork of Yandex's official server defaulting to deferred async search, cutting Search API cost by up to 94%

MCP serverLow 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.