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Google Play Vitals MCP Server

Google Play Vitals MCP Server

by today-fo

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    TDQS

    A3.7/5.0

    Scored across 10 tools

    Disambiguation4/5

    Most tools target clearly distinct resources and actions (status, apps, release tracks, anomalies, searches, summaries, trends, version comparisons). The main ambiguity is between play_get_error_reports and play_get_raw_error_reports, which both fetch sample reports and stack traces for an issue ID; the only differentiator is 'cleaned/de-obfuscated' vs 'raw/full', a subtle distinction an agent may miss. Additionally, play_get_top_anr_summary overlaps conceptually with combining play_search_error_issues and play_get_error_reports, though its one-shot purpose is explicitly stated.

    Naming Consistency5/5

    Every tool uses the same play_ prefix followed by a consistent verb_noun snake_case pattern (check_status, get_release_tracks, list_anomalies, search_error_issues, etc.). Verb choices (get, list, search, compare, check) are appropriate and predictable for each action type. No deviations in style or casing.

    Tool Count5/5

    With 10 tools, the server is well-scoped for Google Play Vitals analysis. Each tool covers a meaningful slice of the domain (setup, discovery, error search, detailed reports, summarization, metrics, comparison), so none feel redundant or tacked on. The count sits comfortably in the ideal 3-15 range.

    Completeness4/5

    The surface covers the full diagnostic lifecycle: status check, app discovery, release track discovery, anomaly detection, error cluster search, detailed error reports, ANR summary, metric trends, and version comparison. Minor gaps exist, such as no direct tool to fetch a single anomaly's details or a general-purpose metric listing beyond the enumerated ANR/cold-start/crash trends, but these are workaroundable with existing tools.