MCP servers

AWS's official MCP server suite: docs, IaC, containers, serverless, databases, cost and monitoring

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 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

A token-lean MCP server for PostgreSQL, MySQL, MariaDB, SQL Server and SQLite with a read-only mode

Grafana's official MCP server: dashboards, Prometheus and Loki queries, alerts and incidents straight from the 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

Official MongoDB MCP server: queries and aggregations, index management, Atlas clusters and local deployments

Neon's official remote MCP server: projects, branches, SQL queries and Postgres migrations from your agent

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

The official CCXT MCP server and skills: market data, balances and opt-in trading across crypto exchanges and prediction markets

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

Neo4j Labs MCP servers: Cypher queries on a graph, graph memory for agents, Aura management and data modeling

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

An MCP server for Airtable: the agent inspects base schemas, searches, creates, updates and deletes records, and handles fields and comments

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