What is Firecrawl MCP — Web Scraping Server for AI Agents?

Official Firecrawl MCP server for AI agents to scrape, crawl, and extract structured data from any website. Supports batch scraping, search, and markdown extraction. 15,000+ stars.

Is Firecrawl MCP — Web Scraping Server for AI Agents free to use?

Yes. Firecrawl MCP — Web Scraping Server for AI Agents is freely available on TokRepo. Check the Source & Thanks section on the asset page for the specific open-source license.

How do I install Firecrawl MCP — Web Scraping Server for AI Agents?

Visit the asset page on TokRepo and click "Copy for agent" to get the installation instructions. Most assets can be installed with a single command.

Firecrawl MCP — Web Scraping Server for AI Agents

Available Tools

`firecrawl_scrape`

Scrape a single URL and get clean markdown:

"Scrape https://docs.anthropic.com and extract the main content"

`firecrawl_crawl`

Crawl an entire website recursively:

"Crawl https://example.com with max depth 3 and return all pages"

`firecrawl_map`

Discover all URLs on a website without scraping content:

"Map all URLs on https://example.com"

`firecrawl_search`

Search the web and scrape results:

"Search for 'best MCP servers 2026' and scrape the top 5 results"

`firecrawl_extract`

Extract structured data using a schema:

"Extract all product names, prices, and ratings from https://store.example.com"

`firecrawl_batch_scrape`

Scrape multiple URLs efficiently in one call.

Key Stats

15,000+ GitHub stars (Firecrawl)
6 MCP tools available
Handles JavaScript rendering
Anti-bot bypass built-in
Free tier: 500 pages/month

FAQ

Q: What is Firecrawl MCP? A: Firecrawl MCP is a Model Context Protocol server that lets AI agents scrape, crawl, and extract data from any website through natural language commands.

Q: Is Firecrawl MCP free? A: The MCP server is open-source. Firecrawl offers a free tier with 500 pages/month. Self-hosting is also available.

Q: Do I need a Firecrawl API key? A: Yes, get a free key at firecrawl.dev. Self-host for unlimited usage.