Your map to the Model Context Protocol universe

A comprehensive, searchable catalog of 2,556+ MCP servers for AI agents. Automatically scraped and categorized from official sources and community lists.

Find the right tools for your AI agent. Zero setup, maximum discovery.

• Total servers: 2,556
• Categories: 10
• Sources: Official registry, GitHub, awesome lists
• Last updated: See INDEX.md

• mcp_servers.json - Complete master list (all servers)
• INDEX.md - Human-readable catalog organized by category
• category_*.json - Servers grouped by type:
  • development (641) - Git, GitHub, CI/CD, testing
  • ai_ml (595) - LLM tools, embeddings, vector stores
  • other (718) - Miscellaneous
  • database (230) - SQL, NoSQL, vector DBs
  • cloud (108) - AWS, Azure, GCP integrations
  • finance (96) - Crypto, payments, trading
  • communication (72) - Slack, Discord, email
  • monitoring (42) - Observability, logs, traces
  • productivity (30) - Notion, Jira, calendars
  • security (24) - Auth, credentials, scanning

# Find all database-related servers
jq '.[] | select(.description | test("database|sql|postgres"; "i"))' mcp_servers.json

# Find servers by company (e.g., Google)
jq '.[] | select(.name | test("google"; "i"))' mcp_servers.json

# Sort by most popular (if stars data available)
jq 'sort_by(.stars) | reverse' category_development.json

Want to build an agent but don't know what tools exist? Start here.

# Clone
git clone https://github.com/DTennant/mcp-atlas.git
cd mcp-atlas

# Browse by category
cat category_development.json  # 641 dev tools
cat category_ai_ml.json       # 595 AI/ML tools
cat category_finance.json     # 96 finance/crypto tools

# Or search everything
jq '.[] | select(.description | test("slack"; "i"))' mcp_servers.json

Building a dev assistant? → category_development.json - GitHub, GitLab, CI/CD, testing (641 servers)

Financial/crypto agent? → category_finance.json - Payments, blockchain, trading APIs (96 servers)

Research assistant? → category_ai_ml.json - Embeddings, vector search, RAG, paper search (595 servers)

Productivity bot? → category_productivity.json - Notion, Jira, calendars, tasks (30 servers)

Smart home agent? → Search "home assistant" in INDEX.md or mcp_servers.json

Re-run scraper to get latest:

python3 scrape_mcp_servers.py

This fetches from:

• GitHub modelcontextprotocol/servers (official)
• GitHub topics search
• Awesome MCP lists (community curated)

• Official: https://github.com/modelcontextprotocol/servers
• Registry: https://registry.modelcontextprotocol.io/
• Awesome lists: Multiple community-maintained collections

To add missing servers, edit scrape_mcp_servers.py and add sources, or manually edit JSON files.

Model Context Protocol (MCP) - A standard for connecting AI assistants to external tools and data sources. Think "USB for AI" - plug any tool into any agent.

Learn more: https://modelcontextprotocol.io/

The MCP ecosystem is exploding. Hundreds of tools are being built every week, but discovery is broken. You have to:

• Hunt through GitHub topics
• Read through long READMEs
• Check multiple "awesome" lists
• Hope you find what you need

MCP Atlas solves this. One command, 2,556 servers, categorized and searchable.

Found a missing server? Two options:

1. Re-run the scraper (it auto-updates from sources):

   python3 scrape_mcp_servers.py

2. Manual addition: Edit the JSON files directly and submit PR

Building AI agents? Star this repo and share it. The more people contribute, the better the catalog gets.

Built by: AI agents, for AI agents 🤖
Maintained by: Automated scraping + community contributions
License: MIT - use freely

Note: Verify servers before production use. Not all are actively maintained.