Firecrawl

Firecrawl MCP Connector for Claude

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Turn any website into clean, LLM-ready Markdown with a single API call — scrape, crawl, search, and map the entire web for your AI agent.

4 tools Official Updated Jun 28, 2026 Official Vinkius Partner

Connect your AI agent to Firecrawl — the most popular web scraping API built specifically for AI and LLM applications.

What you can do

  • Scrape Pages — Extract clean Markdown from any URL. Firecrawl handles JavaScript rendering, anti-bot protection, cookie banners, and dynamic content automatically
  • Search the Web — Search and scrape in one call. Get Google-like search results with full page content already extracted
  • Crawl Websites — Recursively crawl entire sites, following internal links. Perfect for indexing documentation, blogs, or product catalogs
  • Map Sites — Discover all URLs on a domain without scraping content. Understand site structure before deciding what to extract

How it works

  1. Subscribe to this server
  2. Enter your Firecrawl API key (500 free credits to start)
  3. Your agent can now read any webpage on the internet

Who is this for?

  • AI Agent Developers — give agents the ability to read and understand any web page
  • Research Teams — automate web research by extracting structured data from multiple sources
  • Data Engineers — build pipelines that convert web content into structured data
markdown-conversionllm-dataweb-crawlingdata-extractionstructured-datadynamic-content

4 tools expose this connector's capabilities to your AI agent.

crawl_site

Each page is scraped and converted to Markdown. Returns a job ID to track progress. Crawl an entire website and extract content from multiple pages. Returns a job ID for async tracking

map_site

Useful for understanding site architecture before deciding which pages to scrape. Discover all URLs on a website without scraping content. Returns a sitemap of discovered links

scrape_page

Handles anti-bot protection, cookie banners, and dynamic content automatically. Scrape a single web page and extract its content as clean Markdown. Perfect for reading articles, documentation, and product pages

search_web

Ideal for research, fact-checking, and gathering information on any topic. Search the web and return scraped content from the top results. Combines Google-like search with automatic content extraction

See how to talk to your AI agent using Firecrawl.

Scrape the main page of docs.firecrawl.dev and give me a summary of what Firecrawl offers.

Scraped docs.firecrawl.dev (2,450 words): Firecrawl offers four core capabilities: Scrape (single page → Markdown), Crawl (recursive site traversal), Map (URL discovery), and Search (web search + scraping). It supports multiple output formats and handles JavaScript rendering, anti-bot protection, and dynamic content automatically.

Search the web for 'best practices for RAG pipelines 2026' and return the top 3 results with content.

Found 3 results for 'best practices for RAG pipelines 2026': 1. **Building Production RAG Systems in 2026** (langchain.dev) — 3,200 words Full guide covering chunking strategies, embedding models, and retrieval optimization... 2. **RAG Pipeline Architecture** (docs.llamaindex.ai) — 2,800 words Comprehensive overview of modern RAG architectures... 3. **Advanced RAG Techniques** (arxiv.org) — 4,100 words Research paper on hybrid search, re-ranking, and query transformation...

Map all pages on example.com to see the site structure.

Site Map: 47 URLs found on example.com / /about /products /products/alpha /products/beta /blog /blog/post-1 /blog/post-2 /docs /docs/getting-started /docs/api-reference ... and 36 more URLs

Firecrawl uses a credit-based system. You get 500 free lifetime credits to start (no credit card required). Base cost is 1 credit per page scraped. Advanced features like JSON extraction (+4 credits) or enhanced mode (+4 credits) consume additional credits per page. Paid plans start at $16/month with 3,000 monthly credits.

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