Organizations shipping public MCP servers for Search & Retrieval, from the MCP Atlas census of the Model Context Protocol ecosystem. Ranked by recognizability.
| Org | Name | Lang | Stars | Location |
|---|---|---|---|---|
| firecrawl repo | Firecrawl | JavaScript | 6487 | United States of America |
| graphlit repo | Graphlit | TypeScript | 376 | United States of America |
| brightdata repo | Bright Data | JavaScript | 2433 | |
| exa-labs repo | Exa Labs | TypeScript | 4531 | United States of America |
| tavily-ai repo | Tavily AI | JavaScript | 2066 | United States of America |
| apify repo | Apify | TypeScript | 1304 | |
| cyberagiinc repo | CyberAGI Org | TypeScript | 2083 | United States of America |
| web-agent-master repo | TypeScript | 600 | China | |
| Shelpuk-AI-Technology-Consulting repo | Shelpuk AI Technology Consulting | Python | 340 | Poland |
MCP Atlas — a census of the Model Context Protocol ecosystem. Public data only; opt-out honored.