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    Related Servers

    • A
      license
      Not graded
      quality
      C
      maintenance
      MCP server integrating Crawl4AI for universal web crawling and data extraction. Enables AI agents to crawl, extract markdown/HTML, take screenshots, generate PDFs, and execute JavaScript on web pages.
      51 npm
      7
      MIT
    • A
      license
      Not graded
      quality
      F
      maintenance
      A lightweight MCP server that exposes Crawl4AI web scraping and crawling capabilities as tools for AI agents, enabling single-page scraping and multi-page crawling with adaptive stopping.
      117
      MIT
    • F
      license
      Not graded
      quality
      D
      maintenance
      A locally-hosted MCP server that provides AI assistants with advanced web crawling capabilities, including structured data extraction, deep site crawling, and page screenshots. It enables users to convert single or multiple URLs into clean Markdown content for processing by LLMs without requiring external API keys for basic features.
      -

    TDQS

    B3.4/5.0

    Scored across 21 tools

    Disambiguation3/5

    Several tools have overlapping boundaries: crawl_url vs crawl_url_with_fallback (same operation with fallback strategies), batch_crawl vs multi_url_crawl (both crawl multiple URLs, differing only in limits/config style), and extract_structured_data vs intelligent_extract (both LLM-based extraction). The deprecated search_google/batch_search_google aliases add further surface duplication, though descriptions do flag them as aliases and help disambiguate.

    Naming Consistency4/5

    All names use snake_case and mostly follow a verb_noun pattern (crawl_url, extract_entities, search_web, get_youtube_video_info). A few deviate to adjective-first phrasing (enhanced_process_large_content, intelligent_extract), which is a minor inconsistency but still readable and predictable.

    Tool Count3/5

    21 tools is on the heavy side for a crawling/search server, and the count is inflated by two deprecated aliases plus redundant crawl variants (batch_crawl/multi_url_crawl, crawl_url/crawl_url_with_fallback). The core capability set is reasonable, but pruning the aliases and merged variants would tighten the surface.

    Completeness4/5

    Coverage is broad and coherent: search (single/batch/genres), crawling (single, batch, multi-URL, deep site, fallback), extraction (entities, structured data, LLM), YouTube (info, transcript, comments, batch), and file conversion, plus format/genre discovery tools. Minor gaps like sitemap/robots handling or cache/session management exist but agents can work around them.

    Maintenance

    ActivityMaintained
    ResponsivenessWithin a week