What is My Mcp

my_mcp is a lightweight, self-hosted MCP (Model Context Protocol) server that allows for quick transformation of existing backend services into an MCP-compliant server with minimal changes.

Use cases

Use cases for my_mcp include transforming legacy systems into MCP-compliant services, integrating multiple backend services into a unified MCP interface, and enhancing existing applications with MCP capabilities.

How to use

To use my_mcp, install the required dependencies using ‘pip install -r requirements.txt’, then start the server with ‘uvicorn app:app --host 0.0.0.0 --port 8000 --reload’. Finally, connect to the MCP Inspector by setting the MCP Server URL to ‘http://localhost:8000’.

Key features

Key features of my_mcp include fast transformation of backend services, auto discovery of service methods, full MCP compatibility, minimal invasive changes to existing logic, and a plug-and-play setup.

Where to use

my_mcp can be used in various fields such as software development, API integration, and microservices architecture where there is a need to expose existing services as MCP tools.

🚀 My MCP Server

A lightweight, self-hosted MCP (Model Context Protocol) server based on the official MCP specification.

🚀 What is this?

This project provides a quick transformation structure
to adapt your existing backend services into an MCP-compliant server with minimal changes.

You can expose your existing service methods as MCP tools effortlessly!

✅ Only one requirement:
Make sure your services/ package contains all the business interfaces you want to expose as MCP tools.

🛠️ Features

• ⚡ Fast Transformation: Quickly adapt your current backend into an MCP server.
• 🔍 Auto Discovery: Automatically scan and register service methods as MCP tools.
• 📦 Fully MCP-Compatible: Seamless connection to MCP Inspector or any MCP-compliant client.
• 🛠️ Minimal Invasive: No need to heavily modify your existing service logic.
• 🚀 Plug-and-Play: Just organize your methods properly under the services/ directory.

📂 Project Structure

my_mcp_server/
├── app.py                     # FastAPI app, defines /sse and /rpc endpoints
├── config/                     # Configuration files
├── core/
│   ├── mcp_session.py          # MCP session logic
│   ├── mcp_session_manager.py  # Session management
│   ├── models/                 # Event, McpRequest, Tool models
│   └── utils/                  # Scanners and path finders
├── services/                   # Business services to expose as MCP tools
│   ├── math_tool.py            # Example tool: math operations
├── README.md                   # Project documentation
└── requirements.txt            # Python dependencies

📦 Quick Start

1. Install dependencies

pip install -r requirements.txt

2. Start the server

uvicorn app:app --host 0.0.0.0 --port 8000 --reload

3. Connect MCP Inspector

• Open MCP Inspector
• Set your MCP Server URL to: http://localhost:8000
• Start interacting!

📚 How It Works

1. When a client connects to /sse, the server:
   • Creates a new McpSession.
   • Scans all tools in services/ and registers them.
   • Immediately pushes an initialize event.
2. When a client sends a request to /v1/mcp/events/send:
   • The server routes it to the correct session.
   • Dispatches initialize, tools/list, or tools/call accordingly.
3. Tools are dynamically mapped to your service methods.

⚠️ Notes

• All business logic you want to expose must be placed inside the services/ directory.
• Each service method should be an async def coroutine.
• Tool scanning supports simple class-based services.
• Make sure method names are unique across all services to avoid conflicts.

📄 Example Service (services/math_tool.py)

class MathService:
    async def add(self, a: int, b: int) -> int:
        """Add two numbers."""
        return a + b

    async def subtract(self, a: int, b: int) -> int:
        """Subtract two numbers."""
        return a - b

Once placed under services/, they will be automatically scanned and registered as MCP tools!

📋 Todo (optional extensions)

• [ ] Support nested sub-packages inside services/
• [ ] Add Session idle timeout and auto cleanup
• [ ] Add /health and /metrics endpoints
• [ ] Add Dockerfile and CI/CD scripts

📜 License

This project is open-sourced under the MIT License.