Every AI agent now has a full GIS: Introducing Felt’s MCP server

The Felt MCP Server introduces a transformative approach to spatial analysis by integrating with major AI models like ChatGPT, Claude, and Microsoft Copilot, allowing users to generate live, collaborative maps from simple prompts. This innovation effectively dismantles the traditional constraints of GIS software, which has long been isolated within specialist domains. By connecting directly to databases such as Snowflake, BigQuery, and Databricks, the server enables real-time mapping of vast data sets without requiring pre-built workflows or local installations. Users can automate complex spatial analyses, apply styles, and output shareable maps within their existing work environments, thereby making spatial analysis as accessible and integrated as other knowledge work processes. This model-agnostic and cloud-native system ensures that mapping becomes a seamless part of organizational workflows, enabling teams across various departments to create situational maps, analyze geographic data, and develop applications without the historical barriers of GIS expertise or infrastructure.

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