firecrawl v2.11.0 — Firecrawl v2.11.0
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- Jul 21, 2026
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# Firecrawl v2.11.0 ## Improvements - **Firecrawl Research Index** — Added a specialized index for agentic AI/ML research: search across 3M+ arXiv papers and the GitHub code behind them (issues, merged PRs, and READMEs, refreshed daily), fetch a paper's details or related work, and check claims against full text. It has state-of-the-art recall on arXivQA, outperforming the next best provider by 18% at comparable cost. Available via the API, SDKs, MCP, and CLI. - **Keyless access for cor
Why it made the leaderboard
Firecrawl's v2.11 adds an arXiv+GitHub research index with SOTA arXivQA recall, keyless MCP/CLI/SDK access, and a deterministicJson format that caches a per-site extractor so you skip per-request LLM calls for cheaper, consistent structured scrapes. Useful if you're building agents that need clean web/research data or change monitoring with LLM-judged relevance filtering.
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Indexed by a proprietary survey. Corrections welcome.