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 is how AI agents ground themselves in the web, but reading full pages for every query burns tokens fast.
We trained a model that returns the excerpts from each /search result that best answer your query, giving your AI agents highly relevant context from every page.
It outperforms processing full pages while using 10x fewer tokens.
On SimpleQA, AI agents using Firecrawl /search now score 94.7%, higher than any other provider. It's live today on every /search call.
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!
Firecrawl /agent is a magic API that searches, navigates, and gathers data from even the most complex websites. Describe what data you want and agent handles the rest. Find information in hard-to-reach places, return single datapoints or entire datasets at scale.
An experimental Forward Deployed Agent for web data from Firecrawl. Describe the web data you need and it writes Firecrawl code to collect it. Run it yourself or let us host and automatically maintain it as pages change.
AI/ML research moves fast, and the work that matters is split between new papers and the code that implements them. Most search providers omit or misrank key papers, leaving you to review sources by hand without ever being sure you've caught everything.
So we built an index for it. Firecrawl's index includes all 3M+ arXiv papers, as well as GitHub artifacts from top research repos, refreshed daily so agents always stay current.
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!
Firecrawl CLI is an all-in-one toolkit for scraping, searching, and browsing the web. Built for AI agents and developers, it delivers clean, reliable data with maximum token efficiency - outperforming native Claude Code fetch with >80% coverage.
Firecrawl v2.5 is the world's best Web Data API, powered by a new Semantic Index & custom browser stack. We deliver the highest-quality, agent-ready data, converting complex pages (PDFs, tables) into clean formats via our /scrape, /search, and /crawl endpoints.
