Firecrawl MCP — Web Search & Scrape Tools

How to Use It Well

Start by using Firecrawl for one concrete task: search → scrape 3–5 URLs → extract structured bullets. Once the output is stable, formalize it as a reusable agent instruction.

Adoption Checklist

• Start with one real task and keep the scope narrow
• Capture a baseline: time-to-first-success and output quality
• Version your config/skills so teammates stay in sync

Guardrails

Keep prompts strict: always ask for sources and limit pages. Web tools can explode context and cost if you let the agent wander.

FAQ

Q: Do I need self-hosting? A: No. The default mode uses the cloud API with FIRECRAWL_API_KEY. Self-hosting is optional if you run your own endpoint.

Q: Which clients does it work with? A: Any MCP client that can run stdio command servers; the repo includes Cursor and VS Code configuration examples.

Q: How do I control cost? A: Use the repo's credit monitoring env vars and keep tasks narrow (domain + query + output format) to reduce retries and page volume.