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Firecrawl

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Extract clean content from websites for RAG and research workflows.

Category: Web
Difficulty: Medium
Rank: #5

Quick Configuration

Choose the setup that matches your environment.

Before You Start

  • Confirm you have the account, endpoint, or API key required for Firecrawl.
  • Start with minimum scopes and read-only access where possible.
  • Keep secrets in environment variables instead of hardcoding them in JSON.

This MCP does not have a tested config yet

Do not treat a generic endpoint placeholder as a real setup. Verify the official install path, command/url, env vars, and scopes first; if you already have sanitized config, run it through the checker.

Open config checker

Common Pitfalls & Fixes

  • ⚠️ Watch out: Robots/anti-bot restrictions, pagination, and content chunking strategy.
  • 🔑 Always store API keys in environment variables, never hardcode them in JSON.
  • 🛡️ Start with read-only scopes if available to verify connection safely.

Example Prompts

Once connected, try these prompts to test capabilities:

  • Crawl a docs site starting at a given URL and extract the main content as Markdown.
  • Fetch a product pricing page and extract plan names, prices, and limits in a table.
  • Given a blog URL, extract the headings outline and summarize each section.

Verification Checklist

  • Run 1-2 real prompts to confirm Firecrawl returns usable data.
  • Check that error messages are clear enough for troubleshooting.
  • Document the required scopes, dependencies, and env vars for future reuse.