{"id":"firecrawl-mcp-server","name":"Firecrawl MCP Server","af_score":78.4,"security_score":70.0,"reliability_score":null,"what_it_does":"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.","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.","last_evaluated":"2026-03-01T09:50:05.584186+00:00"}