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ArcGIS Pro MCP

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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

    C2.2/5.0

    Scored across 458 tools

    Disambiguation1/5

    With 458 tools, there are many overlapping tools (e.g., numerous list_* tools, gp_* geoprocessing wrappers, and zoom/selection variants) and descriptions often repeat the tool name generically without clarifying boundaries. An agent cannot reliably distinguish which tool to use for a given task, leading to high misselection risk.

    Naming Consistency3/5

    All names use snake_case with the arcgis_pro_ prefix, but the internal pattern varies between verb_noun, noun_phrase, and domain-prefixed (gp_, da_, na_, sdk_) conventions. While still readable, the lack of a single predictable verb_noun pattern across the set reduces consistency.

    Tool Count1/5

    458 tools is an extreme mismatch for a single MCP server, far beyond the typical 3-15 range. Even for a complex GIS domain, this volume makes the toolset unwieldy and impossible for an agent to manage effectively.

    Completeness4/5

    The surface covers a vast range of ArcGIS Pro operations (project, map, layer, layout, geoprocessing, raster, network, editing, versioning, etc.), but some common lifecycle actions like creating a new project are missing. Overall it is very comprehensive with only minor gaps.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

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