B-Step62_mcp-server-mlflow

B-Step62_mcp-server-mlflow

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ai_chatbotdeveloper_tools

The MLflow Prompt Registry MCP Server is designed to provide access to prompt templates managed within MLflow. It integrates with Claude Desktop to streamline repetitive tasks using predefined prompts. Key features include prompt listing and retrieval.

MLflow Prompt Registry MCP Server

Model Context Protocol (MCP) Server for MLflow Prompt Registry, enabling access to prompt templates managed in MLflow. This server implements the MCP Prompts specification, allowing discovery and use of prompt templates from MLflow Prompt Registry. Main usage includes loading prompt templates from MLflow in Claude Desktop for instructing Claude in repetitive tasks or common workflows.

Tools

  • list-prompts
    • Lists available prompts
    • Inputs: cursor, filter
    • Returns: List of prompt objects
  • get-prompt
    • Retrieves and compiles a specific prompt
    • Inputs: name, arguments
    • Returns: Compiled prompt object

Setup

1: Install MLflow and Start Prompt Registry

  • Install MLflow server

2: Create a prompt template in MLflow

  • Follow the guide to create prompt templates

3: Build MCP Server

  • Use npm to install and build server

4: Add the server to Claude Desktop

  • Configure Claude for Desktop with server details