MCP Server for Crawl4AI
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TDQS
Scored across 13 tools
There is significant overlap between tools, particularly between crawl, batch_crawl, crawl_recursive, and smart_crawl, which all handle URL crawling with different scopes or features. However, descriptions help clarify distinctions, such as crawl supporting sessions while others are stateless, and tools like extract_links or parse_sitemap have more unique purposes.
Most tools follow a consistent snake_case pattern with descriptive names (e.g., batch_crawl, capture_screenshot, extract_links), but manage_session uses a different structure with action parameters, and there are minor deviations like extract_with_llm using 'llm' instead of a full word. Overall, naming is mostly predictable and readable.
With 13 tools, the count is well-scoped for a web crawling and automation server, covering various aspects like data extraction, session management, and format handling. Each tool appears to serve a distinct function within the domain, avoiding bloat while providing comprehensive coverage.
The tool set provides complete coverage for web crawling and automation, including session management (create_session via manage_session), data extraction (get_html, get_markdown, extract_with_llm), crawling variants (batch, recursive, smart), and additional utilities like screenshot and PDF generation. No obvious gaps are present for the intended domain.