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MCP Firecrawl

MCP Firecrawl

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    • A
      license
      A
      quality
      D
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      A Model Context Protocol server that enables web scraping, crawling, and content extraction capabilities through integration with Firecrawl.
      8
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    • A
      license
      A
      quality
      B
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      Firecrawl, the context API for AI agents, as an MCP server. Search the web, scrape any URL, parse PDFs and documents, crawl and map sites, interact with pages in a real browser, run Agent research jobs, monitor pages for changes, and search scientific papers. Returns clean Markdown or structured JSON. Run locally with npx firecrawl-mcp or connect to https://mcp.firecrawl.dev/v2/mcp
      28
      181,541 npm
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    TDQS

    A3.8/5.0

    Scored across 3 tools

    Disambiguation5/5

    Each tool targets a distinct action: crawling multiple pages, scraping a single page, and searching the web. There is no overlap in purpose.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern using snake_case: crawl_website, scrape_url, search_web.

    Tool Count4/5

    3 tools is slightly lean but covers the core web extraction tasks. More tools could be added (e.g., for authentication), but the set is scoped appropriately.

    Completeness4/5

    The tools cover the primary operations: crawling, scraping, and searching. Minor gaps exist (e.g., no tool for custom headers), but the surface is functional for typical use cases.

    Maintenance

    ActivityInactive
    ResponsivenessNo recent community issues