{"data":{"slug":"firecrawl-mcp","name":"Firecrawl MCP Server","tagline":"MIT official MCP server for Firecrawl scraping","category":"agents","categoryName":"AI Agents","url":"https://github.com/firecrawl/firecrawl-mcp-server","github":"https://github.com/firecrawl/firecrawl-mcp-server","pricing":"open-source","hook":"The Firecrawl MCP server gives an agent Firecrawl’s scraping tools — turn pages into clean markdown, search the web, parse files, crawl and map sites — through one MCP connection.","whatsGood":"MIT (firecrawl/firecrawl-mcp-server), release v3.2.1. Use the hosted endpoint or run `npx firecrawl-mcp` locally, optionally pointed at a self-hosted Firecrawl. A keyless hosted tier lets you try it with no account.","theCatch":"Without an API key only scrape, search and parse work, and they are rate-limited; crawl, map and agent need a key and paid credits. Vs firecrawl (the scraping engine and API itself, AGPL-3.0): this is just the MIT MCP bridge to it.","verdict":"The quickest way to put Firecrawl in an agent — try keyless, add a key once you need crawling.","addedAt":"2026-10-12","featured":false,"domain":"AI Agents","subSpecialty":"MCP","subcategory":"MCP","tags":["mcp","self-host","copyleft","scraping","active"],"capabilities":["mcp"],"surfaces":["MCP","Self-host"],"ecosystem":["Multi-platform"],"licenseModel":"AGPL-3.0","githubStars":7634,"starsPerWeek":78,"access":"free","archived":false,"repo":{"createdAt":"2024-12-06","pushedAt":"2026-10-19","license":"MIT","archived":false,"checkedAt":"2026-10-19"}},"related":[{"slug":"claude-code","name":"Claude Code","tagline":"Terminal-first coding agent with deep repository context"},{"slug":"cursor","name":"Cursor","tagline":"The AI-first code editor that understands your codebase"},{"slug":"devin","name":"Devin","tagline":"Autonomous AI engineer for defined engineering tasks"},{"slug":"stagehand","name":"Stagehand","tagline":"AI-native browser automation that mixes code and natural language"},{"slug":"browser-use","name":"Browser Use","tagline":"Open-source framework for LLM-driven browser agents"}],"links":{"self":"/api/gems/firecrawl-mcp","html":"/gems/firecrawl-mcp","markdown":"/gems/firecrawl-mcp.md","category":"/api/gems?category=agents","categoryPage":"/stacks/agents"}}