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ritvij14

crawl4ai-mcp

by ritvij14
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Python

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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

    B3.1/5.0

    Scored across 2 tools

    Disambiguation5/5

    The two tools have clearly distinct purposes: crawl_website handles multi-page crawling with depth and page limits, while scrape_webpage focuses on single-page extraction. There is no overlap in functionality, making it easy for an agent to choose the right tool based on whether it needs to crawl multiple pages or scrape just one.

    Naming Consistency5/5

    Both tools follow a consistent verb_noun pattern (crawl_website and scrape_webpage), using snake_case and descriptive action-object naming. This consistency makes the tool set predictable and easy to understand at a glance.

    Tool Count2/5

    With only 2 tools, the server feels too thin for a web crawling/scraping domain. While the tools cover basic crawling and scraping, typical MCP servers in this domain would include additional utilities like filtering, parsing, or handling different content types, making this set appear incomplete and limited in scope.

    Completeness2/5

    The tool set is severely incomplete for web crawling and scraping. It lacks essential operations such as updating crawl parameters, deleting or managing crawl jobs, handling errors or retries, and processing extracted data (e.g., cleaning, summarizing). This forces agents into dead ends for common workflows beyond basic one-off tasks.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

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