Firecrawl

Open-source API that scrapes and crawls sites into LLM-ready data

By Nathan KesslerUpdated Jul 27, 2026

Each tool is evaluated against our methodology using public docs, vendor demos, and hands-on testing.

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What is Firecrawl?

Firecrawl is a web data infrastructure API that converts websites into LLM-ready markdown, JSON, or HTML with automatic JavaScript rendering. It covers single-page scraping, whole-site crawling, web search that returns full page content, and structured extraction via JSON schema, plus a newer Actions capability for clicking, filling forms, and multi-step navigation before extraction. The core is open source on GitHub and self-hostable, with a hosted SaaS option on top.

Our verdict

The open-source core plus self-hosting option gives teams an exit path that closed, API-only extraction tools don't offer, and roughly 48,000 GitHub stars point to real developer traction behind the hosted product. The 350,000-plus developer count and named-customer figures are self-reported by the vendor, so treat them as marketing claims rather than verified numbers.

Categories:

AI Extraction

AI extraction tools sit between a raw page and your database: you describe the fields you want, and a model returns structured JSON or LLM-ready markdown without hand-written selectors. They hold up well when page layouts change often, at the cost of per-request model spend and the occasional wrong field.