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SPSS-MCP Extended

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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

    B3.3/5.0

    Scored across 69 tools

    Disambiguation4/5

    Most tools map to distinct SPSS commands or data operations, and the statistical procedures are clearly separated by test type. However, there is some overlap between spss_list_variables and spss_read_metadata, and spss_graph_boxplot reuses the same EXAMINE mechanism as spss_normality_outliers.

    Naming Consistency4/5

    All tools share the spss_ prefix and use lower_snake_case, which creates a strong overall pattern. The convention is slightly inconsistent because some names are verb-driven (list_variables, run_syntax) while others are noun-style SPSS command names (frequencies, descriptives, crosstabs), but the pattern remains predictable.

    Tool Count2/5

    With 69 tools, this server is far above the typical well-scoped range and will create significant selection overhead for agents. The broad SPSS domain explains some of the count, but the presence of spss_run_syntax and registry-based method tools makes many thin wrapper tools feel redundant.

    Completeness4/5

    The server covers a wide range of SPSS functionality: file inspection, data transformation, statistical analysis, survival analysis, clustering, graphs, and output export. Minor gaps exist for some specialized procedures and newer SPSS modules, but core data-management and analysis workflows are thoroughly supported.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources