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Firecrawl MCP Server

by ashishdevthakur3-max
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JavaScript
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    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A4/5.0

    Scored across 8 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose with minimal overlap, and the descriptions explicitly guide users on when to use each tool versus alternatives. For example, scrape is for single pages, batch_scrape for multiple pages, crawl for comprehensive site coverage, and search for open-ended queries, with clear warnings against misuse.

    Naming Consistency5/5

    All tool names follow a consistent 'firecrawl_' prefix and snake_case pattern (e.g., firecrawl_scrape, firecrawl_extract). This uniformity makes the tool set predictable and easy to navigate, with no deviations in naming style.

    Tool Count5/5

    With 8 tools, the server is well-scoped for web content extraction and research, covering mapping, scraping, crawling, searching, extraction, and specialized tasks like deep research and llms.txt generation. Each tool serves a unique function without redundancy.

    Completeness4/5

    The tool set comprehensively covers the domain of web content extraction and research, including discovery (map, search), extraction (scrape, extract, crawl), analysis (deep_research), and utilities (generate_llmstxt, check_crawl_status). A minor gap is the lack of a batch_scrape tool mentioned in descriptions, but agents can work around this by calling scrape multiple times.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

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