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    • F
      license
      Not graded
      quality
      B
      maintenance
      Enables local AI-powered retail location intelligence by exposing database schema and spatial query tools to LLMs. It supports executing validated SQL, retrieving example spatial analyses, and generating strategic business insights from retail siting data.
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    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables AI clients to inspect and modify maps and scenes open in a locally running desktop GIS session through natural language, exposing 38 fixed tools for session and layer queries, fields, selection, visibility and renaming, symbology, transparency, camera and elevation, map switching, raster, layout export, whitelisted geoprocessing, and attribute editing. It routes stdio MCP calls through a Windows named pipe to a C# add-in, with no network ports and no arbitrary code execution.
      MIT
    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables AI agents to validate and desurvey drillhole tables, compute host-filtered log-ratio fractionation gradients with confidence cones and significance tests, propose step-out boreholes (or explicitly decline when the direction is unresolved), and screen surface anomalies with immobile-ratio and tau mass-transfer checks.
      MIT
    • F
      license
      Not graded
      quality
      C
      maintenance
      Exposes ArcGIS Pro geoprocessing capabilities to LLMs via the arcpy library, enabling automated spatial analysis and data management. It provides a comprehensive suite of tools for vector geoprocessing, terrain analysis, and raster operations designed for GIS workflows.
      4
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