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    Lets AI assistants control a live ArcGIS Pro session through arcpy, including layer management, attribute queries, geoprocessing, symbology, and export.
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    AGPL 3.0
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    It enables MCP clients to execute ArcPy-based GIS workflows within configured permission and path boundaries, manage projects, maps, layers, layouts, data, spatial analysis, networks, and publishing. It can also attach to a live ArcGIS Pro session when explicitly requested, while failing closed for unauthorized or unintended operations.
    458
    MIT
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    An MCP server that wraps the U.S. Army Corps of Engineers (USACE) Institute for Water Resources (IWR) River Mile Marker ArcGIS Feature Service, allowing LLMs to locate river mile markers on navigable U.S. rivers and answer 'what river mile am I at?' questions.
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    Enables natural language control of live ArcGIS Pro sessions through the Model Context Protocol, allowing inspection of projects, layers, and attributes, and execution of geoprocessing tasks.
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    MIT
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    Enables LLMs to answer everyday questions about Charlotte and Mecklenburg County using official open data, covering area crime and crashes, 311 service requests, trash and recycling schedules, zoning and rezonings, code enforcement, capital projects, nearby places and bus routes, plus city budget and salary statistics. It also exposes generic tools for searching, describing, querying, and summarizing any of the portal's roughly 380 ArcGIS datasets by keyword, SQL filter, or location.
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    Enables access to high-value US public data sources via MCP, including federal agencies, state portals, and platforms like Socrata, ArcGIS, and CKAN, with tools for searching, querying, and geographic resolution.
    16
    MIT