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google-play-vitals-mcp

by OldJii
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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

    A3.7/5.0

    Scored across 10 tools

    Disambiguation4/5

    Tools are largely distinct, each targeting a specific aspect of Google Play Vitals (status, releases, errors, anomalies, metrics, versions). The only potential confusion is between play_get_error_reports and play_get_raw_error_reports, but the descriptions clarify different levels of detail (cleaned vs. raw).

    Naming Consistency5/5

    All tools follow a consistent 'play_' prefix with snake_case verb_noun patterns (e.g., list_anomalies, compare_versions, get_metric_trends). There are no mixed conventions or ambiguous verbs, making the naming highly predictable.

    Tool Count5/5

    With 10 tools, the server is well-scoped for its purpose. Each tool adds value—covering discovery, error analysis, metrics, and anomaly detection—without redundancy or overwhelming bloat. The count fits comfortably within the ideal 3-15 range.

    Completeness4/5

    The tool set covers the main workflows for monitoring Google Play Vitals: release tracking, error cluster search, detailed reports, ANR summaries, metric trends, and version comparisons. Minor gaps exist (e.g., no dedicated tool for fetching specific version metrics), but agents can work around them using existing tools.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources