cdm-mcp-server
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CDM MCP Server is a FastAPI-based service enabling AI assistants to interact with Delta Lake tables stored in MinIO through Spark, implementing the Model Context Protocol (MCP) for natural language data operations.
The CDM MCP Server is designed to facilitate natural language data operations by allowing AI assistants to interact with Delta Lake tables stored in MinIO using Spark. It leverages the Model Context Protocol (MCP) to enable seamless integration and execution of read-oriented queries. This service is primarily intended for local development and evaluation purposes, as it is not approved for production deployment without explicit consent from KBase leadership. The server provides a robust API for executing queries and retrieving results, which can be sent to a model host server. The service is built on FastAPI, ensuring a high-performance and scalable solution for managing data interactions. Users can quickly set up the service, create sample Delta tables, and integrate with AI assistants using the provided documentation and user guide.
Features
- FastAPI-based service for high performance
- Integration with Delta Lake tables via Spark
- Supports natural language data operations
- Local development and evaluation focus
- Comprehensive user guide and documentation