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Vibe Math MCP

by apetta
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    TDQS

    A3.9/5.0

    Scored across 21 tools

    Disambiguation4/5

    Most tools have distinct purposes, but some overlap exists between `statistics` and `array_statistics` as both compute descriptive statistics, though on different data structures (1D vs 2D). Also, `matrix_operations` and `matrix_decomposition` could be confused despite focusing on different operations. Overall, descriptions are clear enough to distinguish.

    Naming Consistency3/5

    Tool names mix single-word nouns (e.g., `calculate`, `derivative`) with compound underscores (e.g., `array_aggregate`, `solve_linear_system`). There is no consistent verb_noun pattern; names are descriptive but follow no single convention. Abbreviations like `calcs` appear, and some names are quite long.

    Tool Count5/5

    21 tools is well-scoped for a comprehensive math server covering basic arithmetic, finance, statistics, linear algebra, calculus, arrays, and data reshaping. Each tool serves a clear purpose, and the count is not excessive given the breadth of mathematics addressed.

    Completeness4/5

    The tool set covers most major mathematical domains (algebra, calculus, linear algebra, statistics, finance, arrays), but lacks symbolic equation solving and probability distributions. However, the `batch_execute` meta-tool enables chaining, mitigating some gaps. Overall, it is quite complete for common math needs.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

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