The challenge
The client wanted users to get geospatial insights without building GIS queries themselves.
What we built
An MCP server that exposes the platform's existing GIS data and analytics, and a conversational interface in the product UI, connected to the GIS backend.
What we delivered
- MCP server over GIS data and analytics, built with FastMCP
- Conversational interface in the UI, based on LobeChat and React
- Integration with PostGIS, AWS AppSync and AWS S3




