This repository provides a minimal demo of a multi-server MCP system using the Python SDK, enabling independent server interactions without high-level libraries.
Added on:
Created by:
Apr 16 2025
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What is Model Context Protocol (MCP) Demo?
The MCP multi-server demo demonstrates how to build a multi-server environment using the low-level Python SDK. It includes servers like MathServer and WeatherServer, each offering specific tools such as math operations and weather data. The system allows a host to query multiple servers through an LLM-based interface, coordinating server responses seamlessly. This setup is ideal for developing custom multi-server architectures, testing MCP integrations, and understanding server communication protocols at a low level without relying on higher-level abstractions.
Who will use Model Context Protocol (MCP) Demo?
- Developers interested in MCP and multi-server architectures
- Researchers exploring distributed server systems
- Technical students learning about protocol implementation
How to use the Model Context Protocol (MCP) Demo?
- Step1: Clone the repository from GitHub
- Step2: Create a virtual environment and install dependencies using 'pip install -r requirements.txt'
- Step3: Start each server individually using commands like 'python math_server.py' and 'python weather_server.py'
- Step4: Open 'host.ipynb' in Jupyter and run the cells to connect to servers
- Step5: Use the interface to query the host, which will direct requests to the appropriate servers
Model Context Protocol (MCP) Demo's Core Features & Benefits
The Core Features
- Math operations (add, multiply)
- Get weather information
The Benefits
- Enables multi-server coordination
- Supports custom server interactions
- Uses low-level Python SDK for flexibility
Model Context Protocol (MCP) Demo's Main Use Cases & Applications
- Building custom multi-server systems for specific applications
- Testing server interaction protocols
- Educational setups for learning MCP and server communication
FAQs of Model Context Protocol (MCP) Demo
Developer
- SeaSparks-GmbH