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MCP-Data-Analysis-Server

by craig1901
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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

    A3.5/5.0

    Scored across 8 tools

    Disambiguation5/5

    Each tool targets a distinct statistical operation. The three probability distributions are clearly differentiated by parameter sets, and descriptive_statistics vs data_summary_from_csv_text differ by input format (list vs CSV text). No two tools have overlapping purposes.

    Naming Consistency4/5

    All tool names use snake_case and are descriptive, but they follow inconsistent patterns (e.g., distribution_probability vs analysis vs statistics). The name 'hypothesis_test_ttest' is redundant. This is a minor deviation from a consistent convention.

    Tool Count5/5

    8 tools is well-scoped for a statistical analysis server, covering probability distributions, descriptive stats, correlation, regression, and hypothesis testing without being bloated.

    Completeness3/5

    The server covers core statistical analyses but has notable gaps. It only includes one hypothesis test (one-sample t-test), lacks two-sample tests, ANOVA, chi-square, and multiple regression. Correlation analysis doesn't provide significance testing. For a server named 'Data-Analysis', this is incomplete but covers the basics.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources