Integrates Apache Gravitino services with FastMCP, offering an easy-to-use interface for metadata management. It supports catalog, schema, and table metadata, along with tag and user-role information. The tool provides optimized responses with relevant fields to ensure compatibility with model context limits while providing essential metadata information. It includes functionalities for retrieving catalogs, schemas, tables, tags, users, and roles, and for associating tags and managing user roles.