Official
AWS's official MCP server suite: docs, IaC, containers, serverless, databases, cost and monitoring
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 Apify MCP server: the agent runs ready-made Apify Store scrapers for social media, maps, search and shops
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Official Firecrawl MCP server: web search, page scraping to Markdown, site crawling and in-page actions
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Official Exa MCP server: web search, reading pages as Markdown and multi-step research via Exa Agent
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A visualization language for agents and an MCP server: neat charts from a simple semantic spec
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
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Official Tavily MCP server: real-time web search, page content extraction, site mapping and crawling
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An MCP server and skills from TigerData that help agents write PostgreSQL schemas and queries from current docs and practices
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The official MathWorks MCP server: the agent starts and quits MATLAB, writes and runs code, and checks it for errors and style
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Brave's official MCP server: web, news, image, video and place search plus extracted page content for model context
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Official MongoDB MCP server: queries and aggregations, index management, Atlas clusters and local deployments
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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
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The official CCXT MCP server and skills: market data, balances and opt-in trading across crypto exchanges and prediction markets
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An MCP server from AntV for generating charts and diagrams: 25+ visualization types, from lines and bars to maps, mind maps and network graphs
data.gouv.fr MCP
data.gouv.fr MCP Server
Official MCP server for France's open data portal: search, explore and query datasets straight from a chat with the agent
Qdrant MCP Server
mcp-server-qdrant
Qdrant's official MCP server: semantic memory for agents on a vector database, storing and retrieving by meaning
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A PDF-reading MCP server: structured text, tables, OCR, visual crops and page-level citations
DuckDB / MotherDuck MCP Server
DuckDB / MotherDuck Local MCP Server
An MCP server for SQL analytics on DuckDB: local files, in-memory databases, S3-hosted databases and MotherDuck
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Mapbox's official MCP server: geocoding, place search, routing, isochrones, in-chat maps and offline geo calculations
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Official Alpha Vantage MCP server: quotes, historical series, indicators and company data
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Official AgentQL MCP server: extracts structured data from a web page based on a field description
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Official SerpApi MCP server: the agent gets results from Google, Bing, YouTube, Amazon and other engines as JSON or Markdown
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.