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
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
SeaSparks
Featured
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
You may also like:
Developer Tools
A desktop application for managing server and client interactions with comprehensive functionalities.
A Model Context Protocol server for Eagle that manages data exchange between Eagle app and data sources.
A chat-based client that integrates and uses various MCP tools directly within a chat environment for enhanced productivity.
A Docker image hosting multiple MCP servers accessible through a unified entry point with supergateway integration.
Provides access to YNAB account balances, transactions, and transaction creation through MCP protocol.
A fast, scalable MCP server for managing real-time multi-client Zerodha trading operations.
A remote SSH client facilitating secure, proxy-based access to MCP servers for remote tool utilization.
A Spring-based MCP server integrating AI capabilities for managing and processing Minecraft mod communication protocols.
A minimalistic MCP client with essential chat features, supporting multiple models and contextual interactions.
A secure MCP server enabling AI agents to interact with Authenticator App for 2FA codes and passwords.
Research And Data
A server implementation supporting Model Context Protocol, integrating CRIC's industrial AI capabilities.
Provides real-time traffic, air quality, weather, and bike-sharing data for Valencia city in a unified platform.
A React application demonstrating integration with Supabase via MCP tools and Tambo for UI component registration.
A MCP client integrating Brave Search API for web searches, utilizing MCP protocol for efficient communication.
A protocol server enabling seamless communication between Umbraco CMS and external applications.
NOL integrates LangChain and Open Router to create a multi-client MCP server using Next.js
Connects LLMs to Firebolt Data Warehouse for autonomous querying, data access, and insight generation.
A client framework for connecting AI agents to MCP servers, enabling tool discovery and integration.
Spring Link facilitates linking and managing multiple Spring Boot applications efficiently within a unified environment.
An open-source client to interact with multiple MCP servers, enabling seamless tool access for Claude.
Virtualization
A Python-based MCP setup that allows quick deployment of weather data services for MCP hosts and clients.
A JavaScript/TypeScript-based MCP client for integrating and managing multiple services efficiently.
A client implementation to connect and interact with MCP servers, enabling tool discovery and remote service integration.
A command-line interface for interacting with MCP servers via stdio and HTTP transport, simplifying server communication.
A TypeScript client for interacting with MCP servers, supporting JSON-RPC requests and specialized services.
Simple MCP server enabling shell execution, local connectivity via Ngrok, and Docker-based Ubuntu24 container hosting.
A tool to connect AI agents to remote MCP servers, enabling tool discovery, authentication, and resource integration.
A Java-based MCP server for managing Minecraft modpack configurations and server operations.
A desktop application using Compose Multiplatform that connects to MCP servers for weather and game data management.