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Web Scraping

Firecrawl

Web scraping MCP server with JavaScript rendering, crawling, and structured data extraction capabilities.

by FirecrawlRepository →Source →
Installnpx -y firecrawl-mcp

Firecrawl is a web scraping MCP server that handles JavaScript rendering, full-site crawling, and structured data extraction. It converts any website into clean markdown or structured data that LLMs can process.

Capabilities

  • Scrape single URLs with full JavaScript rendering
  • Crawl entire websites with configurable depth
  • Extract structured data using LLM-powered extraction
  • Convert pages to clean markdown for LLM consumption
  • Handle dynamic content, SPAs, and anti-bot measures
  • Batch scraping for multiple URLs

Usage

{
  "mcpServers": {
    "firecrawl": {
      "command": "npx",
      "args": ["-y", "firecrawl-mcp"],
      "env": {
        "FIRECRAWL_API_KEY": "<YOUR_API_KEY>"
      }
    }
  }
}

Key Tools

  • firecrawl_scrape — Scrape a single URL
  • firecrawl_crawl — Crawl an entire site
  • firecrawl_extract — Extract structured data from pages
  • firecrawl_map — Discover all URLs on a site