MCP servers

Official Firecrawl MCP server: web search, page scraping to Markdown, site crawling and in-page actions

Official Apify MCP server: the agent runs ready-made Apify Store scrapers for social media, maps, search and shops

Official Exa MCP server: web search, reading pages as Markdown and multi-step research via Exa Agent

Perplexity's official MCP server: web search, quick answers, reasoning and deep research through the Perplexity API

Official Tavily MCP server: real-time web search, page content extraction, site mapping and crawling

An MCP server and skills from TigerData that help agents write PostgreSQL schemas and queries from current docs and practices

Brave's official MCP server: web, news, image, video and place search plus extracted page content for model context

Hugging Face's official MCP server: Hub search and Gradio apps from Spaces as agent tools

Qdrant's official MCP server: semantic memory for agents on a vector database, storing and retrieving by meaning

An MCP server for SQL analytics on DuckDB: local files, in-memory databases, S3-hosted databases and MotherDuck

An MCP server for Prometheus: the agent runs PromQL queries, discovers metrics and checks scrape targets

Mapbox's official MCP server: geocoding, place search, routing, isochrones, in-chat maps and offline geo calculations

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

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

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

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

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

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

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

DaData MCP server with 31 tools: address suggestions, company lookup by INN, phone and passport cleaning, reference lists

Hosted MaxStat MCP server for searching and analyzing channels and posts in the MAX messenger