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spss-studio-mcp

by flupke91
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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 51 tools

    Disambiguation4/5

    Most tools correspond to distinct SPSS procedures (e.g., frequencies, crosstabs, t_test), but some overlap in purpose exists within the GLM family (spss_anova, spss_glm_univariate, spss_manova, spss_repeated_measures_anova) and between spss_kaplan_meier and spss_cox_regression. Chart tools are clearly differentiated by chart type, but the high number of similar analytic procedures could cause occasional misselection.

    Naming Consistency5/5

    All tools share the spss_ prefix. Most use a predictable spss_<procedure> pattern for statistical analyses and spss_chart_<type> for charts, with file/utility tools using verb_noun (spss_list_files, spss_read_metadata). The set is internally consistent and easy to navigate.

    Tool Count3/5

    At 51 tools, the server is heavily oversized for most use cases, but the scope of an SPSS integration genuinely requires many procedures, charts, and file operations. The count is justified yet borderline, as it may overwhelm agents and slow tool selection.

    Completeness4/5

    The server covers broad SPSS workflows: data loading/reading, descriptive statistics, common tests, advanced models (logistic, mixed, survival), charts, and syntax execution. Minor gaps exist, such as no dedicated data transformation/recoding tool beyond scale scoring, though spss_run_syntax covers arbitrary operations.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

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