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Firecrawl

www.firecrawl.dev

A web data API for AI agents that searches, scrapes and crawls websites into clean markdown or structured data.

Search & RetrievalBrowser Automation

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About Firecrawl

Agents and RAG pipelines need clean page content, not raw HTML full of navigation and scripts.

Who it’s for

  • Developers building agents and RAG pipelines
  • Data teams collecting web content

When to consider it

Consider Firecrawl when you need reliable web pages as LLM-ready data, hosted or self-hosted.

Tradeoffs & limitations

  • The free plan includes 1,000 credits a month; one credit scrapes one page.
  • The open-source version is AGPL-3.0 licensed.

SOTA overview · Documentation-based assessment · Sources & review method

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Comparisons & guides

Sources & review method

Documentation-based assessment · Oct 1, 2026 · Prepared with AI assistance; not a hands-on benchmark.

Checked by SOTA · AI-assisted documentation review. Selection advice is our assessment; verify current requirements for your deployment.

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Import history & original evidence

Firecrawl official website

Scope: Product overview · Imported Oct 1, 2026

A web data API for AI agents that searches, scrapes and crawls websites into clean markdown or structured data.

Based on official pages and announcements checked on 2026-10-01. No hands-on test, performance benchmark or popularity ranking is claimed.