Related MCP Server Resources

Explore more AI models, providers, and integration options:

  • Explore AI Models
  • Explore AI Providers
  • Explore MCP Servers
  • LangDB Pricing
  • Documentation
  • AI Industry Blog
  • MCP Model Context Protocol Server
  • Ragie Model Context Protocol Server
  • IR Toolshed MCP Server
  • sanderkooger-mcp-server-ragdocs
  • S3 MCP Server
Back to MCP Servers
MCP Server for ML Model Integration

MCP Server for ML Model Integration

Public
nicknochnack/BuildMCPServer

A server that integrates trained Random Forest models with Bee Framework, enabling ReAct interactivity for AI tools and agents.

Verified
python
0 tools
May 30, 2025
Updated May 30, 2025

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 šŸ“ŗ

Startup MCP Server šŸš€

  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 šŸ”—

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

Who, When, Why?

šŸ‘ØšŸ¾ā€šŸ’» Author: Nick Renotte šŸ“… Version: 1.x šŸ“œ License: This project is licensed under the MIT License

Publicly Shared Threads0

Discover shared experiences

Shared threads will appear here, showcasing real-world applications and insights from the community. Check back soon for updates!

Share your threads to help others
Related MCPs5
  • MCP Model Context Protocol Server
    MCP Model Context Protocol Server

    A server implementation demonstrating how AI models can interact with external tools and services th...

    Added May 30, 2025
  • Ragie Model Context Protocol Server
    Ragie Model Context Protocol Server

    An MCP server that enables AI models to retrieve information from Ragie's knowledge base through a s...

    1 tools
    Added May 30, 2025
  • IR Toolshed MCP Server
    IR Toolshed MCP Server

    A Model Context Protocol server that provides network analysis tools for security professionals, ena...

    Added May 30, 2025
  • sanderkooger-mcp-server-ragdocs
    sanderkooger-mcp-server-ragdocs

    An MCP server implementation that provides tools for retrieving and processing documentation through...

    Added May 30, 2025
  • S3 MCP Server
    S3 MCP Server

    An Amazon S3 Model Context Protocol server that allows Large Language Models like Claude to interact...

    3 tools
    Added May 30, 2025