Russian stack
Buyer-side Ozon MCP server: product search, product pages with prices and stock, customer reviews
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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Official
Yandex's official MCP server for web search via Yandex Search API: results with sources and a generative answer
Russian stack
Unofficial buyer-side Ozon MCP server: product search, prices, specs and reviews without Seller API keys
Yandex Browser tabs MCP server
Yandex Browser Tabs MCP Server v2.0
An MCP server for controlling Yandex Browser tabs over the Chrome DevTools debugging protocol
MCP servers for marketplace search via Apify
Marketplaces MCP Servers
Three MCP servers that search products on Wildberries, Ozon and Yandex Market through Apify actors, with caching and compact output for agent context
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
Yandex Search MCP via browser automation
yandex-search-mcp
An unofficial Playwright-based MCP server that searches Yandex through a browser with authenticated cookies, extracting and ranking page content for an agent
Yandex Search API v2 MCP server
yandex-search-mcp
A self-hosted MCP for Yandex Search API v2: web, image and generative search across all six Yandex indexes
Clean search MCP across Yandex, Bing and DuckDuckGo
clean-search-mcp
A spam-filtered search MCP server: Yandex, Bing and DuckDuckGo, a 176K-domain blocklist and result quality scoring
OpenSERP MCP server with Yandex search
@openserp/mcp
An MCP server for the OpenSERP search platform: web and image search across several engines including Yandex, plus page text extraction
Yandex and Google search MCP server
web-compass
An MCP web-search and content-extraction server via Yandex and Google on top of SerpAPI, geared toward RU/CIS results
SerpentSeek search gateway with 39 providers
SerpentSeek
A self-hosted Go search gateway with an MCP search tool: 39 providers, including the official Yandex Search API v2
Yandex Search API v2 MCP server over HTTP
Yandex Search API MCP server, StreamableHTTP build
A fork of Yandex's official server adding HTTP transport and the full range of search types: web, generative, image
Yandex search MCP on .NET with AOT compilation
Yandex Search MCP Server (.NET)
A .NET 10 Yandex search MCP server with native AOT compilation, page-to-Markdown conversion and regex search
Habr MCP server
habr-mcp
An MCP server for searching and reading Habr articles: converts an article's markup into readable markdown right in the agent's reply
Yandex Search API MCP with deferred search
Yandex Search MCP Server (Async Mode)
A fork of Yandex's official server defaulting to deferred async search, cutting Search API cost by up to 94%
Yandex search MCP server with offline install
MCP Search Server
A search MCP server on the Yandex Cloud Search API with a monitoring dashboard, Brave fallback and an offline bundle for air-gapped networks
Yandex image search MCP
mcp-yandex-search-api
A Python MCP server for searching Yandex Images through the Yandex Search API
Ozon buyer-side MCP with delivery city selection
ozon-customer-mcp
A Docker MCP server for the Ozon buyer side: search, product cards, reviews, questions, sellers, categories, brands, and live delivery-city selection
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
Read-only search across Ozon, WB, Yandex Market and Avito
Marketplace MCP
A read-only MCP server: product search and comparison across Ozon, Wildberries, Yandex Market and Avito, plus Ozon Travel flights and hotels
Habr Career MCP server
habr-career-mcp
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
Yandex search MCP server in TypeScript
yandex-search-mcp
A TypeScript MCP server for the Yandex Search API with its own result parser and tests
Habr article parser MCP server
habr_mcp
A Dockerized MCP server that pulls a Habr article's text by link, aimed at local models in LM Studio
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.