"author:landon2199" matching MCP servers:

Gives AI assistants read-only, key-free access to Sentinel-2 NDVI time series, ESA WorldCover land-cover shares, and Copernicus 30 m elevation and slope for a point or small area, returning the scene IDs, units, and caveats behind every number. Built-in sanity checks and a verify tool recompute key values through an independent path so the assistant can flag cloudy, low-confidence, or mismatched results instead of guessing.

Enables agents to perform local Houston retail site-selection analysis by calling ArcPy/numpy tools over stdio for geocoding, hex profiling, overlay suitability, embedding similarity, hot-spot detection, and validation, with sources, checks, and caveats included.