Firecrawl MCP Server

Example Use Cases

• 1

  Scrape and extract main content from web pages (including JS-rendered pages) and convert it to structured formats like Markdown.

• 2

  Perform large-scale or parallel batch scraping with built-in rate limiting, queuing, and status checks.

• 3

  LLM-backed structured extraction, deep web research, or automated generation of llms.txt policies for sites.

Description

Firecrawl MCP Server provides advanced web scraping (including JS rendering), URL discovery, batch scraping, web search, structured extraction via LLMs, and deep research workflows. It supports cloud and self-hosted Firecrawl instances, automatic retries with exponential backoff, rate-limited batch processing, and credit usage monitoring. Integrations and examples are provided for tools like Cursor, Windsurf, and Claude Desktop, plus utilities like llms.txt generation and comprehensive logging for operational visibility.