Python MCP Server Template: Scalable & Secure Deployment

What is Python MCP Server Template: Scalable & Secure Deployment?

This template provides a streamlined foundation for building servers compliant with the Model Context Protocol (MCP). Designed for developers, it leverages the Python SDK to simplify creating secure and scalable model-serving infrastructure. The template handles environment setup, dependency management, and integrates with modern tooling like VS Code, enabling rapid service deployment while maintaining best practices for production environments.

Key Features of Python MCP Server Template: Scalable & Secure Deployment?

• UV Package Management: Uses uv for reproducible dependency handling
• VS Code Integration: Pre-configured debugging in Copilot Agent Mode
• Production-ready: Built-in security patterns and scalability hooks
• MIT License: Open-source flexibility for commercial/opensource projects
• Development便利: Built-in MCP Inspector support for real-time debugging

How to use Python MCP Server Template: Scalable & Secure Deployment?

1. Environment Setup:
   Install Python 3.13+ via uv: uv python install 3.13
   Initialize project dependencies: uv sync
2. Run Options:
   • In VS Code: Use pre-configured Copilot Agent Mode (requires VS Code Insiders)
   • Development mode: mcp dev server/main.py for live reloading
   • Direct execution: python server/main.py for production-like runs
3. Debugging: Use MCP Inspector for protocol validation and performance profiling

Use cases of Python MCP Server Template: Scalable & Secure Deployment?

• Production deployment of LLM/ML models with context-aware security
• API gateways for regulated industries requiring audit trails
• Education platforms demonstrating secure model serving practices
• Startup MVPs needing scalable infrastructure without custom setup
• Internal tooling for teams using MCP-compliant workflows

FAQ from Python MCP Server Template: Scalable & Secure Deployment?

• Q: Does this require specific Python versions?
  A: Requires Python 3.13+ for type hints and concurrency improvements
• Q: Can I customize dependencies?
  A: Yes, edit uv.yaml for package versions
• Q: How to update the template?
  A: Use uv sync to pull latest dependencies
• Q: Is VS Code Insiders mandatory?
  A: Only required for Copilot Agent Mode debugging; production doesn't depend on it
• Q: Can I host this on cloud platforms?
  A: Fully compatible with Docker/K8s deployments when combined with standard server frameworks

Python MCP Server Template

A minimal template for creating a Model Context Protocol (MCP) server using the Python SDK.

:wrench: Setup

[!TIP] If you want to create your own server, create a new repository using this template.

:package: Prerequisites

• uv for package management
• Python 3.13+ (uv python install 3.13)

:gear: Setup Python environment

Install all dependencies and activate the virtual environment

uv sync
source .venv/bin/activate

:rocket: How to use

The server can be run in multiple ways:

:robot: Visual Studio Code

The configuration to run this server in VSCode is already included in .vscode/mcp.json.

All you need to do is Open VS Code Copilot Edits (Agent Mode)

[!NOTE] At the time of writing this, MCP is only available in Visual Studio Code Insiders version

:microscope: Development Mode

The fastest way to test and debug your server is with the MCP Inspector:

mcp dev server/main.py

or you can run your server directly

python server/main.py

:books: Documentation

For more information about the Model Context Protocol:

• MCP Python SDK
• Model Context Protocol Specification

:page_with_curl: License

This project is licensed under the MIT License