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firecrawl-mcp-server

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Overview

Firecrawl MCP Server is the official integration of Firecrawl's web scraping and search capabilities into the MCP ecosystem. It enables AI assistants to search the web, scrape individual pages (including JavaScript-rendered content), and extract structured data from websites. Editor's Review: This is one of the most capable MCP servers for web data retrieval. Firecrawl's strength is handling modern websites that rely on client-side JavaScript rendering—a common pain point with traditional HTTP-based scraping. The MCP integration makes these capabilities accessible to any MCP-compatible AI assistant. For AI research workflows that need to gather information from the live web, firecrawl-mcp-server is an essential tool. Configuration requires a Firecrawl API key, and rate limits depend on your subscription tier.

Editor's Review

By Lee Li · 5/7/2026

This is one of the most capable MCP servers for web data retrieval. Firecrawl's strength is handling modern websites that rely on client-side JavaScript rendering—a common pain point with traditional HTTP-based scraping. The MCP integration makes these capabilities accessible to any MCP-compatible AI assistant. For AI research workflows that need to gather information from the live web, firecrawl-mcp-server is an essential tool. Configuration requires a Firecrawl API key, and rate limits depend on your subscription tier.

Best For

Firecrawl MCP Server: Enhance LLM clients with web scraping, search, and content extraction for Cursor, Claude, and more.

Decision Snapshot

Install

available

Usage

available

Docs

2 links

  • • GitHub stars: 6058
  • • Forks: 680
  • • Source provenance count: 1
  • • Active signal: Updated this week from lifecycle signals.
  • • Last seen: 4/15/2026
  • • Published: 3/15/2026

Installation / Setup

npm install -g firecrawl-mcp

Usage

# Required for cloud API && export FIRECRAWL_API_KEY=your-api-key && # Optional retry configuration && export FIRECRAWL_RETRY_MAX_ATTEMPTS=5        # Increase max retry attempts

Features

  • Web scraping, crawling, and discovery
  • Search and content extraction
  • Deep research and batch scraping
  • Cloud browser sessions with agent-browser automation
  • Automatic retries and rate limiting
  • Cloud and self-hosted support

Compatibility Signals

  • Claude Desktop: mentions (Mentioned in approved metadata/docs evidence.)
  • Cursor: mentions (Mentioned in approved metadata/docs evidence.)

Prompt Examples

example

# Required for cloud API && export FIRECRAWL_API_KEY=your-api-key && # Optional retry configuration && export FIRECRAWL_RETRY_MAX_ATTEMPTS=5 # Increase max retry attempts

Notes / Requirements

  • Primary language: JavaScript
  • License: MIT
  • Source provenance includes GitHub discovery
  • Source feeds: GitHub Search API
  • Topic cluster: research

Official Links

Source Information

Community: 6,058 stars
Last Updated: Apr 15, 2026
JavaScriptMIT

You can verify all information on this page against the source repository above.

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