mlflow_mcp_server

lilyle-2211/mlflow_mcp_server

3.1

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A well-structured, modular Model Context Protocol (MCP) server that enables Claude Desktop to interact with MLflow experiments through natural language conversations.

Tools

Functions exposed to the LLM to take actions

experiments.py

Experiment management

runs.py

Run tracking and comparison

models.py

Model registry operations

artifacts.py

Artifact handling

system.py

Health checks and system info

Prompts

Interactive templates invoked by user choice

No prompts

Resources

Contextual data attached and managed by the client

No resources