Firecrawl (Web scraping tool for AI agents – MCP Server)

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Firecrawl provides an AI-friendly web data API to crawl/scrape pages and return clean formats (like markdown/structured data) for agents and applications.

What it can generate (examples)

  • Clean markdown from URLs (LLM-ready content)

  • Structured JSON extraction (lists, fields, tables)

  • Site crawls (multi-page content collections)

  • Search results with fetched page content

  • Datasets for RAG pipelines (docs, FAQs, product pages)

How to use it (quick flow)

  1. Create an API key and choose: scrape, crawl, or search.

  2. Send a URL (or domain) to Firecrawl endpoints.

  3. Store outputs (markdown/JSON) in your DB/vector store.

  4. Connect it to agents (including MCP server integrations).

Official link: firecrawl.dev

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