Eric Ciarla

Give AI agents direct access to data providers, specialized indexes and entire datasets through one connection. AI agents with Alexandria scored 21% higher on answer quality than with built-in web tools. Available through Firecrawl’s MCP, CLI and API.

Search 70M+ GitHub READMEs, issues, pull requests, and documentation from one endpoint. The highest recall of any coding-specific index, with no API key needed to start. The index is live now at /v2/search/developer on the API, CLI, and MCP. Ready to integrate with all your favorite coding agents!

Introducing the new Firecrawl MCP. It now uses 50% less context on every /search, /scrape, and /interact call. Plus, instant onboarding with OAuth for humans and a keyless version for agents. Get agent-ready web context in any MCP client today!