Firecrawl MCP Server
Official MCP server for Firecrawl that provides AI agents with web scraping, crawling, search, site mapping, and browser automation capabilities. Supports single-page extraction, batch scraping, multi-page crawling with depth control, and an agent mode for complex multi-source research.
Score Breakdown
⚙ Agent Friendliness
🔒 Security
API key auth. Web scraping via Firecrawl cloud service. Scraped content may contain malicious data — agents should validate. Rate limits enforced. Respects robots.txt.
⚡ Reliability
Best When
You need reliable web scraping and content extraction from AI agents. The official backing, multiple tool types (scrape, crawl, map, search, agent), and robust retry/backoff make this the most mature scraping MCP server available.
Avoid When
You need free unlimited scraping, already have a self-hosted scraping infrastructure you prefer, or only need simple single-page fetches that a basic HTTP tool can handle.
Use Cases
- • Scraping web pages and extracting structured data via JSON schemas from Claude
- • Crawling entire websites with configurable depth for content analysis
- • Discovering site structure and URLs via sitemap generation
- • Web search with content extraction in a single MCP call
- • Complex multi-source research using the firecrawl_agent tool
- • Interactive browser automation with click and navigation actions
Not For
- • Free/unlimited scraping - requires paid Firecrawl API credits for cloud mode
- • Sites that actively block scraping without proxy infrastructure
- • Real-time monitoring or continuous scraping workflows
Interface
Authentication
Requires FIRECRAWL_API_KEY env var for cloud API. Self-hosted mode can bypass API key requirement by pointing FIRECRAWL_API_URL to local instance.
Pricing
MIT licensed MCP server. Firecrawl cloud API requires credits. Self-hosted Firecrawl is also available as an alternative to cloud credits.
Agent Metadata
Known Gotchas
- ⚠ Cloud API credits are consumed per request - agents making many calls can burn through credits quickly
- ⚠ Batch scraping of large sites can be expensive in credits
- ⚠ Browser automation tool requires cloud browser sessions (additional cost)
- ⚠ Self-hosted mode requires running separate Firecrawl infrastructure
- ⚠ Credit thresholds should be configured to prevent runaway agent spending
Alternatives
Full Evaluation Report
Detailed scoring breakdown, competitive positioning, security analysis, and improvement recommendations for Firecrawl MCP Server.
Scores are editorial opinions as of 2026-03-06.