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The FGDB Server acts as a crucial bridge, enabling AI assistants and intelligent agents to seamlessly interact with Esri File Geodatabases (FGDB) using the robust ArcPy library. By leveraging the Model Context Protocol, this server provides a comprehensive interface for programmatic access, allowing AI to perform advanced data operations such as querying feature classes and tables with filtering, inserting or updating records, and managing geodatabase schemas. It also incorporates a critical safety system, requiring explicit confirmation for high-risk data modification and schema changes, ensuring secure and controlled interactions with valuable geospatial data.