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CWhittemore1010

penni-mcp

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    TDQS

    A3.7/5.0

    Scored across 6 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: asking questions, creating expenses, creating invoices, getting bank balances, listing invoices, and getting profit & loss reports. No overlap or ambiguity.

    Naming Consistency5/5

    All tools follow a consistent 'penni_verb_noun' pattern using snake_case (e.g., penni_ask, penni_create_expense, penni_get_balance). Perfectly predictable.

    Tool Count5/5

    With 6 tools covering core bookkeeping operations (read, create, list, report), the count feels well-scoped for a specialized MCP server without being too few or too many.

    Completeness4/5

    The tool surface covers essential bookkeeping tasks (query, create expense/invoice, get balances, list invoices, P&L). Missing update/delete operations for expenses and invoices, but the core workflows are covered.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues