Build MCP Server with FastMCP

Demo

Using LM Studio as to run language model locally

FastMCP to set up MCP server for agent to tool use

mcp_demo.mp4

Description:

1. Language Model: Qwen 14B Instruct Q2_K quant (this model is trained for tool use).
2. MCP server: Using FastMCP framework with Python 3.14 to build up the server.

This project comes with authentication option, but it needs to use with Claude Code

if you have Claude Pro or Max, you can use the Python scripts with "auth" and the frontend folder with the dependencies:

1. Stytch
2. Ngrok (run with 8000)
3. React (for enabling the frontend)