A Model Context Protocol (MCP) server lets an AI agent geocode an address in a second. Ask the same agent for the next bus leaving the stop outside, and the catalogue we maintain has no server that can answer. That gap is typical of where geospatial MCP servers stand today. Some areas have a dozen…