MLflow Prompt MCP Server

Example Use Cases

• 1

  Discover and list available prompt templates stored in an MLflow Prompt Registry.

• 2

  Retrieve and compile a specific MLflow prompt template with runtime variables for consistent instruction delivery.

• 3

  Integrate MLflow-managed prompt templates into Claude Desktop or other LLM-based workflows for repeatable tasks.

Description

This server implements the MCP Prompts specification to discover, list, and compile prompt templates stored in an MLflow Prompt Registry. It lets agents and desktop clients (like Claude Desktop) load prompt templates, pass variables, and receive compiled prompts for repeated workflows. The project simplifies integrating MLflow-managed prompts into LLM-driven tools without manual template retrieval.