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ZenRows

zenrows-mcp

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    TDQS

    A3.6/5.0

    Scored across 52 tools

    Disambiguation4/5

    Most tools target distinct actions or resources, and the descriptions explicitly differentiate overlapping pairs such as browser_type vs browser_fill, scrape vs extract, and batch vs browser_batch. However, with 52 tools there are still several close pairs (browser_get_text vs browser_query_selector_all, crawl_get vs crawl_results, and the three browser wait variants) that could occasionally be confused.

    Naming Consistency5/5

    All tool names use consistent snake_case with predictable domain prefixes (browser_, crawl_, batch_) and clear verb/noun structure. The few unprefixed tools (scrape, extract, account_usage) are still readable and fit the overall convention.

    Tool Count2/5

    52 tools is far above the typical 3–15 range, even for a platform spanning scrape, extract, crawl, batch, and browser automation. The tools are largely non-redundant, so the set is not chaotic, but the surface is still too heavy for an agent to manage comfortably.

    Completeness5/5

    The server covers the full Zenrows workflow: single-page scrape, structured extract, async crawl (create/get/list/results/content/download/stop/wait), async batch (create/status/results/cancel/wait), browser sessions with comprehensive interaction and query tools, and account usage. No major lifecycle gaps are apparent.

    Maintenance

    ActivityActive
    ResponsivenessUnresponsive

    Resources