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Firecrawl MCP Server

by Krieg2065
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    Deploy Server
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    TDQS

    A3.5/5.0

    Scored across 10 tools

    Disambiguation4/5

    Most tools have distinct purposes, such as scrape vs. crawl vs. extract, but there is some potential confusion between firecrawl_batch_scrape and firecrawl_scrape, as both involve scraping with overlapping functionality. The descriptions clarify that batch handles multiple URLs asynchronously, while single scrape is for one page with advanced options, but an agent might still misselect without careful reading.

    Naming Consistency5/5

    All tool names follow a consistent snake_case pattern with a 'firecrawl_' prefix and descriptive verb_noun combinations, such as firecrawl_scrape, firecrawl_crawl, and firecrawl_extract. This uniformity makes the tool set predictable and easy to navigate for an agent.

    Tool Count5/5

    With 10 tools, the count is well-scoped for a web crawling and scraping server, covering key operations like scraping, crawling, extracting, searching, and status checks. Each tool appears to earn its place without being excessive or insufficient for the domain.

    Completeness4/5

    The tool set provides comprehensive coverage for web data extraction, including single and batch scraping, crawling, mapping, searching, and AI-enhanced extraction. A minor gap is the lack of a tool for managing or deleting jobs, but core workflows are well-supported, and agents can likely work around this with the provided status-check tools.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources