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vilsem-mcp

vilsem-mcp

by bcsnpc
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    TDQS

    A3.7/5.0

    Scored across 15 tools

    Disambiguation4/5

    Most tools have clearly distinct roles: list_pages/list_visuals/read_visual separate discovery vs full read, update_visual vs commit_visual separate modify vs add. However, several near-pairs require careful reading: validate_visuals (report-level PBIR scan) vs validate_spec (spec without data), and explain_visual vs preview_visual (both resolve a spec, one without render). Descriptions do disambiguate these, but the surface is dense enough that misselection is plausible.

    Naming Consistency5/5

    Every tool follows a strict verb_noun snake_case pattern (list_templates, run_dax, validate_visuals, connect_model, get_schema, preview_visual, diff_visual, update_visual, commit_visual). No mixing of styles or vague verbs; the verb choice meaningfully signals the operation type (list/get/read vs validate vs preview vs update/commit).

    Tool Count5/5

    15 tools is at the top of the well-scoped range and each earns its place in a genuine authoring workflow: connection, schema, DAX, discovery, validation, explanation, preview, variant comparison, read, diff, update, and commit. No filler tools are visible and the count reflects a coherent multi-stage pipeline rather than sprawl.

    Completeness4/5

    The lifecycle is nearly full: connect, inspect, validate, explain, preview, compare, list, read, diff, patch, and commit are all present. Gaps remain around destructive/report-structuring operations — there is no delete_visual to remove a committed visual and no page-creation tool, only add-to-existing-page via commit_visual — which agents may need to work around.

    Maintenance

    ActivityMaintained
    ResponsivenessNo recent community issues

    Resources