Official
Microsoft's utility and MCP server that turn PDF, Word, Excel, PowerPoint, HTML and other files into Markdown for models
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
A long-term memory system for AI agents: the agent stores experience and facts, then retrieves them through a built-in MCP server
Official
Google's open-source MCP server for databases: ready tools for Postgres, MySQL, BigQuery, Spanner and more, plus custom tools in tools.yaml
An MCP server that lets an agent work on your computer: terminal and long-running processes, file search and edits, Excel, PDF and DOCX
Official
AWS's official MCP server suite: docs, IaC, containers, serverless, databases, cost and monitoring
Official
Official Apify MCP server: the agent runs ready-made Apify Store scrapers for social media, maps, search and shops
Official
Official Firecrawl MCP server: web search, page scraping to Markdown, site crawling and in-page actions
Official
Official Exa MCP server: web search, reading pages as Markdown and multi-step research via Exa Agent
Official
A visualization language for agents and an MCP server: neat charts from a simple semantic spec
A token-lean MCP server for PostgreSQL, MySQL, MariaDB, SQL Server and SQLite with a read-only mode
Grafana MCP Server
Grafana MCP server
Grafana's official MCP server: dashboards, Prometheus and Loki queries, alerts and incidents straight from the agent
Perplexity MCP Server
Perplexity API Platform MCP Server
Perplexity's official MCP server: web search, quick answers, reasoning and deep research through the Perplexity API
Official
Official Tavily MCP server: real-time web search, page content extraction, site mapping and crawling
Official
An MCP server and skills from TigerData that help agents write PostgreSQL schemas and queries from current docs and practices
Official
The official MathWorks MCP server: the agent starts and quits MATLAB, writes and runs code, and checks it for errors and style
Official
Brave's official MCP server: web, news, image, video and place search plus extracted page content for model context
Official
Official MongoDB MCP server: queries and aggregations, index management, Atlas clusters and local deployments
Russian stack
Official ClickHouse MCP server: the agent lists databases and tables and runs SQL, read-only by default
Jina AI MCP
Jina AI Remote MCP Server
Jina AI's official remote MCP server: pages to Markdown, web search, arXiv, reranking and embeddings
Official
Neon's official remote MCP server: projects, branches, SQL queries and Postgres migrations from your agent
Hugging Face MCP Server
Hugging Face Official MCP Server
Hugging Face's official MCP server: Hub search and Gradio apps from Spaces as agent tools
Official YDB MCP server
YDB MCP
YDB's own official MCP server from the database's developers: parameterized SQL queries, execution plans, directory browsing, and a base for custom servers
2GIS MapGL MCP server
2GIS MCP (mapgl-mcp-server)
2GIS's official MCP server on top of the MapGL JS API: place search, geocoding, routes and isochrones, works with a demo key out of the box
DataLens official MCP server
datalens-mcp
The official DataLens MCP server from the development team: turns the public DataLens API into three gateway tools instead of hundreds of separate MCP tools
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.