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ai-first-scraper-mcp

by yubinkim444
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Python
Remote

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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

    A4.5/5.0

    Scored across 3 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: single page fetch, batch fetch, and web search. No overlap; agents can easily distinguish them.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun snake_case pattern: fetch_page, fetch_pages_batch, search_web. The slight singularity/plural variation is minor and predictable.

    Tool Count5/5

    Three tools perfectly scope a scraping-focused server: single page, batch, and search. Neither too many nor too few for the domain.

    Completeness5/5

    The tool surface fully covers the core scraping workflow (fetch single, batch, search). No obvious gaps given the stated purpose of returning clean Markdown.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

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