GeoServer bridges the gap between Large Language Models (LLMs) and geospatial data by providing a Model Context Protocol (MCP) server implementation. This server connects to the GeoServer REST API, empowering AI assistants to query, manipulate, and visualize geospatial information. It enables tasks like querying and manipulating workspaces, layers, and styles, executing spatial queries on vector data, generating map visualizations, and accessing OGC-compliant web services. This allows for seamless integration with MCP-compatible clients like Claude Desktop and Cursor, facilitating AI-driven geospatial analysis and applications.