Firecrawl
Turn any website into clean data for AI
About
Crawl and scrape websites into clean markdown or structured JSON — handles JavaScript rendering, PDFs, and dynamic content. LLM-ready output. Used as the data-ingestion layer for RAG pipelines and AI research agents.
Choose Firecrawl when…
- •You need to turn websites into clean markdown for RAG pipelines
- •Your agent needs to research the web and extract structured data
- •You're building a crawler that handles JS-rendered and dynamic sites
Builder Slot
AI-powered browser control for agents that need to navigate, extract, fill forms, and interact with any website
Other tools in this slot:
Stack Genome Detection
AIchitect's Genome scanner detects Firecrawl in your project via these signals:
@mendable/firecrawl-jsfirecrawl-pyFIRECRAWL_API_KEYIntegrates with (2)
Firecrawl provides a native LangChain document loader that imports crawled pages as LangChain Documents.
→ Pipe live web content directly into LangChain RAG chains without custom parsing code.
Firecrawl provides a LlamaIndex reader integration converting crawled pages into LlamaIndex nodes.
→ Build LlamaIndex RAG pipelines over live web data with a single Firecrawl loader call.
Often paired with (1)
Pricing
Recent Activity
Health ↑ 85 → 100
12 days ago
Pricing updated
3 weeks ago
Pricing updated
5 weeks ago
Crossed 100,000 stars ⭐
6 weeks ago
Crossed 50,000 stars ⭐
6 weeks ago
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