Buildserver
    Buildserver

    Buildserver

    A complete walkthrough on how to build an MCP server to serve a trained Random Forest model and integrate it with Bee Framework for ReAct interactivity.

    4.3

    GitHub Stats

    Stars

    39

    Forks

    15

    Release Date

    4/9/2025

    about 2 months ago

    Detailed Description

    Build a MCP Server

    A complete walkthrough on how to build a MCP server to serve a trained Random Forest model and integrate it with Bee Framework for ReAct interactivity.

    See it live and in action 📺

    Startup MCP Server 🚀

    1. Clone this repo git clone https://github.com/nicknochnack/BuildMCPServer
    2. To run the MCP server
      cd BuildMCPServer
      uv venv
      source .venv/bin/activate
      uv add .
      uv add ".[dev]"
      uv run mcp dev server.py
    3. To run the agent, in a separate terminal, run:
      source .venv/bin/activate
      uv run singleflowagent.py

    Startup FastAPI Hosted ML Server

    git clone https://github.com/nicknochnack/CodeThat-FastML
    cd CodeThat-FastML
    pip install -r requirements.txt
    uvicorn mlapi:app --reload
    Detailed instructions on how to build it can also be found here

    Other References 🔗

    • Building MCP Clients (used in singleflow agent)
    • Original Video where I build the ML server

    Who, When, Why?

    👨🏾‍💻 Author: Nick Renotte 📅 Version: 1.x 📜 License: This project is licensed under the MIT License

    Star History

    Star History

    Mar 13Mar 18Mar 22Apr 9Apr 18Apr 29May 5May 18Jun 21010203040
    Powered by MSeeP Analytics

    About the Project

    This app has not been claimed by its owner yet.

    Claim Ownership

    Receive Updates

    Security Updates

    Get notified about trust rating changes

    to receive email notifications.