Skip to content
 
 

Repository files navigation

Awesome MCP Servers Awesome

Website Twitter Discord 🤗 Hugging Face Telegram

A comprehensive, community-curated collection of [Model Context Protocol (MCP)](https://modelcontextprotocol.io) servers — covering AI assistants, browser automation, databases, cloud platforms, developer tools, and much more.

What is MCP? The Model Context Protocol is an open standard that lets AI models securely connect to external tools, APIs, databases, and filesystems. Think of it as a USB-C port for AI — a universal interface that any model can use to interact with the world.

Coverage

This repo currently indexes 7,493 unique MCP server links from the category docs. The README stays lightweight while the full directory lives in docs/*.md, data/catalog.json, and the registry MCP server.

TensorBlock MCP Index

This repo is both a community directory and an agent-ready index. Humans add MCP servers in markdown category pages; the indexer turns those entries into structured data that agents can search, inspect, and use to draft install configs.

How it works:

  1. The source of truth is the category markdown under docs/*.md.
  2. Each server entry is parsed from a markdown bullet with a link and description.
  3. npm run catalog:build generates data/catalog.json with normalized server metadata.
  4. npm run profiles:build generates data/profiles/*.json for stable per-server profiles.
  5. npm run registry:mcp starts a local registry MCP server with search_servers, get_server_profile, and get_install_config tools.

That means contributors still submit a normal awesome-list entry, but better metadata makes the entry more useful to agents. When possible, include install command, transport, auth type, supported clients, tool count, license, docs URL, and public remote endpoint. See the MCP Index Metadata Contribution Guide for examples.

Contributing

We welcome MCP server submissions. To add your server:

  1. Pick the best category from Browse by Category.
  2. Open that category page under docs/.
  3. Add one markdown bullet using this format:
    - [Server Name](https://github.com/owner/repo): Brief description of what the MCP server lets an agent do. Install: `npx your-package`.
    
  4. Search the repo for your URL or project name to avoid duplicates.
  5. Open a pull request.

Good entries answer these questions in one or two sentences:

  • What can an agent do with this server?
  • How does a user install or connect to it?
  • Does it use stdio, sse, or streamable-http?
  • Does it require an API key, OAuth, or no auth?
  • Which MCP clients does it support?

Generated files such as data/catalog.json and data/profiles/*.json are maintained by the indexer. If you only add a server entry, editing the relevant docs/*.md category page is enough for the PR.

For maintainers validating a metadata/indexer change:

npm run catalog:build
npm run profiles:build
npm test
npm run typecheck

Browse by Category

The README is now a lightweight entry point. Browse the full directory in the category pages below, or use data/catalog.json and the registry MCP server for agent-native search.

Category Listed entries Full list
AI & LLM Integration 1,619 Browse
Art, Culture & Media 78 Browse
Browser Automation & Web Scraping 275 Browse
Build & Deployment Tools 88 Browse
Cloud Platforms & Services 371 Browse
Code Analysis & Quality 105 Browse
Code Execution 165 Browse
Communication & Messaging 327 Browse
Content Management Systems 59 Browse
Data Analysis & Business Intelligence 238 Browse
Databases 290 Browse
Developer Productivity & Utilities 393 Browse
Filesystems 56 Browse
Finance & Crypto 408 Browse
Frameworks 244 Browse
Gaming 106 Browse
Hardware & IoT 59 Browse
Healthcare & Life Sciences 57 Browse
Infrastructure 156 Browse
Knowledge Management & Memory 559 Browse
Location & Maps 89 Browse
Marketing, Sales & CRM 167 Browse
Monitoring & Observability 83 Browse
Multimedia Processing 204 Browse
Operating System & Command Line 106 Browse
Project & Task Management 219 Browse
Science & Research 106 Browse
Search 168 Browse
Security 121 Browse
Social Media & Content Platforms 107 Browse
Sports 6 Browse
Travel & Transportation 45 Browse
Utilities & Helpers 353 Browse
Version Control 76 Browse

About

A comprehensive collection of Model Context Protocol (MCP) servers

Resources

Security policy

Stars

0 stars

Watchers

0 watching

Forks

Releases

Packages

Contributors

Languages