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MCP Demo

MCP Demo

Python 3.12+ FastMCP Docker License: MIT

A production-ready FastMCP reference server with hackathon resources and reusable starter prompts


Overview

A FastMCP server with comprehensive hackathon overview resources and reusable starter prompts. Clone, install dependencies or build the Docker image, and you have an MCP server that Cursor can load immediately.

Related MCP server: Awesome-MCP-Scaffold

Requirements

Component

Version

Required

Python

3.12+

Yes

uv

Latest

Yes

Docker

24+

Optional

Node.js

18+

Optional


Quick Start

Local Python Setup

# Install dependencies and run
uv sync
uv run server.py

Docker Setup

# Build the image
docker build -t mcp-demo:latest .

# Run the container
docker run --rm -i mcp-demo:latest

# Development mode with live reload
docker run --rm -it -v "$(pwd)":/app mcp-demo:latest

Remote MCP (no local setup)

npx -y mcp-remote https://cursor-denver-mcp-hackathon.fastmcp.app/mcp

Deployment Options

Mode

Use Case

Setup

Best For

Local STDIO

Cursor integration

Simple

Development

Remote HTTP/SSE

Public access

Advanced

Production

Docker Local

Isolated environment

Medium

Testing

Docker Remote

Cloud deployment

Advanced

Production

Container Registry Push

# GitHub Container Registry
docker tag mcp-demo:latest ghcr.io/<your-user>/mcp-demo:latest
docker push ghcr.io/<your-user>/mcp-demo:latest

# Docker Hub
docker tag mcp-demo:latest <your-user>/mcp-demo:latest
docker push <your-user>/mcp-demo:latest

Cursor Configuration

Add to ~/.cursor/mcp.json:

{
  "mcpServers": {
    "fastmcp-demo": {
      "command": "uv",
      "args": ["run", "server.py"],
      "cwd": "/absolute/path/to/mcp-demo"
    }
  }
}
{
  "mcpServers": {
    "fastmcp-demo": {
      "command": "docker",
      "args": [
        "run", "--rm", "-i",
        "--volume",
        "/absolute/path/to/mcp-demo:/app",
        "mcp-demo"
      ]
    }
  }
}

Remote MCP Server

{
  "mcpServers": {
    "denver-hackathon": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://cursor-denver-mcp-hackathon.fastmcp.app/mcp"
      ]
    }
  }
}

Restart Cursor after updating configuration.


Testing

# Run all tests
pytest

# Run with coverage
pytest --cov=. --cov-report=html

# Run specific test
pytest tests/test_server.py -v

Project Structure

mcp-demo/
├── server.py                 # FastMCP server
├── main.py                   # Alternative entry point
├── Dockerfile                # Container build
├── requirements.txt          # Dependencies
├── pyproject.toml            # Project config
├── resources/
│   └── hackathon_overview.md
├── prompts/
│   └── fastmcp_python_starter.md
└── tests/
    ├── conftest.py
    └── test_server.py

License

MIT License


Built for the Cursor Denver Hackathon

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