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OpenWeb-Ninja

OpenWeb Ninja MCP

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    TDQS

    B3/5.0

    Scored across 43 tools

    Disambiguation2/5

    Many tools feature an operation named 'search', and multiple tools serve overlapping functions (news search vs Google News, Redfin vs Zillow, jsearch vs job_salary_data). The 'When to use' notes help, but an agent would frequently struggle to pick the right tool among dozens of lookalike entries.

    Naming Consistency2/5

    Tool names mix `realtime_` and `real_time_` prefixes, and operation names vary between generic `search` and domain-specific `business_search`, `company_search`, etc. There is no consistent verb_noun pattern across the collection.

    Tool Count2/5

    With 43 tools, the server is a large aggregation of many different data sources. While each might be justified, the set as a whole is unwieldy and far beyond the typical well-scoped 3-15 tool range.

    Completeness3/5

    The server covers an impressively wide range of domains (shopping, real estate, jobs, news, finance, social). However, several operations are underspecified (e.g., `property_details` with no required params) and there are missing features like dedicated social media post retrieval or flight data, leaving some potential gaps.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues