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FabianIMV

Voice Coach MCP

by FabianIMV
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    • Personal Memory MCP Server

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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

    A4.1/5.0

    Scored across 7 tools

    Disambiguation4/5

    The tools target clearly different tasks: recording, sung pitch analysis, transcription, speech delivery metrics, pronunciation scoring, and progress log read/write. The only mild overlap is pitch measurement appearing in both analyze_pitch (singing, melodic line) and speech_metrics (speech variation), but the descriptions clearly separate singing from speech and read-aloud pronunciation assessment.

    Naming Consistency4/5

    Five of the seven tools follow a clear verb_noun pattern (record_audio, analyze_pitch, read_progress, assess_pronunciation, log_progress). The bare verb 'transcribe' and the noun phrase 'speech_metrics' are minor deviations but still readable and unambiguous.

    Tool Count5/5

    Seven tools is well within the sweet spot for this domain, and each one maps to a distinct stage of the coaching workflow (record, analyze, log, review). Nothing feels padded or redundant.

    Completeness4/5

    The surface covers the full loop: capture audio, analyze singing, speech and pronunciation, then read and append progress. The progress log has read/append but no update, delete, or cross-session comparison, which are minor gaps an agent can work around.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

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