mlflowMCPServer
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MLflow MCP Server is a project that offers a natural language interface to interact with MLflow's functionalities, making it easier to query MLflow tracking servers using conversational AI. It connects to an MLflow server via the Model Context Protocol, enabling users to manage experiments and models more intuitively.
MLflow MCP Server: Natural Language Interface for MLflow
This project provides a natural language interface to MLflow via the Model Context Protocol (MCP). It makes it easier to manage and explore machine learning experiments and models.
Features
- Natural Language Queries
- Model Registry Exploration
- Experiment Tracking
- System Information
Usage
Start the MCP Server:
- Connects to MLflow tracking server via MCP.
Make Queries:
- Use natural language to query experiments, models, and server status.