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vizro-mcp

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by mckinsey
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Python
Hybrid

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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

    A3.8/5.0

    Scored across 6 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: data loading, planning, sample info, dashboard validation, chart validation, and schema retrieval. There is no functional overlap.

    Naming Consistency4/5

    Tools follow a verb_noun pattern with some variation (load_and_analyze, get, validate). While mostly consistent, the use of compound verbs like 'load_and_analyze' differs from single verbs, but overall the pattern is clear.

    Tool Count5/5

    6 tools is well-scoped for the domain of Vizro chart/dashboard creation. Each tool serves a necessary step in the workflow, neither too few nor too many.

    Completeness4/5

    The tool set covers the main workflow: data loading, planning, validation, and schema access. However, it lacks tools for editing or deleting existing dashboards, which are minor gaps for a creation-focused server.

    Maintenance

    ActivityNo data
    ResponsivenessUnresponsive

    Resources