MCP cover image
See in Github
2025-03-25

镜像://github.com/b-step62/mcp-server-mlflow

0

Github Watches

0

Github Forks

0

Github Stars

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 for discovering and using prompt templates from MLflow Prompt Registry. The primary use case is to load prompt templates from MLflow in Claude Desktop, allowing users to instruct Claude conveniently for repetitive tasks or common workflows.

Tools

  • list-prompts
    • List available prompts
    • Inputs:
      • cursor (optional string): Cursor for pagination
      • filter (optional string): Filter for prompts
    • Returns: List of prompt objects
  • get-prompt
    • Retrieve and compile a specific prompt
    • Inputs:
      • name (string): Name of the prompt to retrieve
      • arguments (optional object): JSON object with prompt variables
    • Returns: Compiled prompt object

Setup

1: Install MLflow and Start Prompt Registry

Install and start an MLflow server if you haven't already to host the Prompt Registry:

pip install mlflow>=2.21.1
mlflow server --port 5000

2: Create a prompt template in MLflow

If you haven't already, create a prompt template in MLflow following this guide.

3: Build MCP Server

npm install
npm run build

4: Add the server to Claude Desktop

Configure Claude for Desktop by editing claude_desktop_config.json:

{
  "mcpServers": {
    "mlflow": {
      "command": "node",
      "args": ["<absolute-path-to-this-repository>/dist/index.js"],
      "env": {
        "MLFLOW_TRACKING_URI": "http://localhost:5000"
      }
    }
  }
}

Make sure to replace the MLFLOW_TRACKING_URI with your actual MLflow server address.

相关推荐

  • Yusuf Emre Yeşilyurt
  • I find academic articles and books for research and literature reviews.

  • https://suefel.com
  • Latest advice and best practices for custom GPT development.

  • https://maiplestudio.com
  • Find Exhibitors, Speakers and more

  • Carlos Ferrin
  • Encuentra películas y series en plataformas de streaming.

  • Joshua Armstrong
  • Confidential guide on numerology and astrology, based of GG33 Public information

  • Alexandru Strujac
  • Efficient thumbnail creator for YouTube videos

  • Elijah Ng Shi Yi
  • Advanced software engineer GPT that excels through nailing the basics.

  • Emmet Halm
  • Converts Figma frames into front-end code for various mobile frameworks.

  • lumpenspace
  • Take an adjectivised noun, and create images making it progressively more adjective!

  • Lists Tailwind CSS classes in monospaced font

  • https://appia.in
  • Siri Shortcut Finder – your go-to place for discovering amazing Siri Shortcuts with ease

  • apappascs
  • 发现市场上最全面,最新的MCP服务器集合。该存储库充当集中式枢纽,提供了广泛的开源和专有MCP服务器目录,并提供功能,文档链接和贡献者。

  • ShrimpingIt
  • MCP系列GPIO Expander的基于Micropython I2C的操作,源自ADAFRUIT_MCP230XX

  • modelcontextprotocol
  • 模型上下文协议服务器

  • Mintplex-Labs
  • 带有内置抹布,AI代理,无代理构建器,MCP兼容性等的多合一桌面和Docker AI应用程序。

  • ravitemer
  • 一个功能强大的Neovim插件,用于管理MCP(模型上下文协议)服务器

    Reviews

    4 (1)
    Avatar
    user_MAKMkDvD
    2025-04-17

    I've been using B-Step62_mcp-server-mlflow from MCP-Mirror and it has significantly enhanced our MLFlow management. The setup was straightforward and the comprehensive documentation made integration seamless. This tool is invaluable for anyone serious about machine learning. Highly recommend checking it out on GitHub!