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BuildMCPServer
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BuildMCPServer

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2025-03-14

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.

3 years

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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 🔗

Who, When, Why?

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

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    Reviews

    5 (1)
    Avatar
    user_u9hD4NRK
    2025-04-16

    BuildMCPServer by nicknochnack is an outstanding tool for creating a Minecraft control panel server. The comprehensive instructions and easy setup made it incredibly user-friendly. I highly recommend it to anyone looking to manage their Minecraft server efficiently. The community and support are excellent as well. Check it out at https://github.com/nicknochnack/BuildMCPServer!