MCP servers

Apache Doris's official read-only MCP server: catalogs, queries, cluster diagnostics, search and lineage

Official Zilliz MCP server: the agent runs vector and text search and manages collections and data in Milvus

Official Alpha Vantage MCP server: quotes, historical series, indicators and company data

An MCP server for analyzing large 1C codebases with less context: the agent runs scripts server-side and gets only a compact result

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

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

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

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

A free MCP server for a working 1C infobase: the agent reads data from plain requests and gets the metadata structure of any configuration

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

Amplitude's official remote MCP server: ask about product analytics, experiments, dashboards and session replays

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

Node.js MCP server for SQLite databases that runs via npx, no Python or uvx needed

An MCP server for Yandex Maps: forward and reverse geocoding and static map rendering with placemarks

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

Remote Sellmonitor MCP servers for Wildberries analytics: market and competitors, plus your own store's sales, costs and profit

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

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

DataLikers MCP server for Instagram data: profiles, posts, hashtags, locations, stories and music

MCP server for the Yandex DataLens public API: 70 tools for dashboards, charts, datasets and connections

MCP server for Rosreestr and NSPD data: property objects by cadastral number, GeoJSON geometry, batch lookups

2GIS API MCP server: place search, geocoding, routes, public transport, address suggestions and ratings

MCP server for the hh.ru API: vacancy and employer search, salary estimates, reference lists, resumes with employer access

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