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ai-mcp-chart-vis

by yanbober
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    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

    B3.2/5.0

    Scored across 27 tools

    Disambiguation4/5

    Each tool maps to a distinct chart type with clear descriptions, but several pairs (bar vs column, boxplot vs violin, area vs line, flow vs sankey) have overlapping purposes that could lead to misselection without careful reading. Still, overall the boundaries are largely clear.

    Naming Consistency5/5

    All tools follow the generate_<visualization> pattern, with consistent verb_noun structure; suffix variations (_chart, _map, _diagram, _graph, _spreadsheet) are meaningful and predictable.

    Tool Count2/5

    27 tools exceed the 25+ threshold for 'too many'; while each chart type is valid, the large surface may overwhelm agents choosing among near-synonymous options.

    Completeness4/5

    The set covers a wide range of standard chart and diagram types, but notable gaps like heatmap, bubble chart, and gauge chart exist; agents can partially work around these with existing tools, but not perfectly.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources