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Repository Install

This project demonstrates the with multiple server architectures and an AI-powered agent client. The implementation is available in both and .

Обзор

This project demonstrates the with multiple server architectures and an AI-powered agent client. The implementation is available in both and . All MCP servers expose the same tools for ticket management: - Built with and - Uses NuGet package - Uses for AI integration - Azure OpenAI for the agent client - Built with and - Uses SDK for Model Context Protocol - Uses for AI integration - Azure OpenAI for the agent client Each implementation includes scripts to launch all services: See the implementation-specific README for detailed setup instructions. All implementations read ticket data from a shared JSON file: This ensures consistent data across .NET and Python implementations.

README

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MCP Workshop

This project demonstrates the Model Context Protocol (MCP) with multiple server architectures and an AI-powered agent client. The implementation is available in both .NET and Python.

Architecture Overview

┌─────────────────────────────────────────────────────────────────┐
│                        MCP Agent Client                         │
│                    (Interactive AI Assistant)                   │
└──────────────┬──────────────────────────┬───────────────────────┘
               │                          │
               │ STDIO                    │ HTTP (Streamable)
               │                          │
┌──────────────▼──────────────┐ ┌─────────▼───────────────────────┐
│       MCP Local Server      │ │        MCP Bridge               │
│    (In-memory tickets)      │ │     (MCP over HTTP)             │
│         :STDIO              │ │         :5070                   │
└─────────────────────────────┘ └─────────────┬───────────────────┘
                                              │ REST API
                                              │
                                ┌─────────────▼───────────────────┐
                                │       Remote Server             │
                                │      (REST API Backend)         │
                                │          :5060                  │
                                └─────────────────────────────────┘

Components

Component Description Transport
Remote Server REST API backend with ticket data Port 5060
MCP Bridge MCP server that wraps REST API Port 5070 (HTTP)
MCP Local Server Standalone MCP server with in-memory data STDIO
MCP Agent Client AI agent that consumes MCP servers Interactive CLI

Available MCP Tools

All MCP servers expose the same tools for ticket management:

Tool Description
GetAllTickets Gets all support tickets with optional limit
GetTicket Gets a support ticket by ID (e.g., TICKET-001)
UpdateTicket Updates a ticket’s status (Open, In Progress, Resolved, Closed)

Implementations

Choose your preferred implementation:

🔷 .NET Implementation

  • Built with .NET 10 and ASP.NET Core
  • Uses ModelContextProtocol NuGet package
  • Uses Microsoft.Extensions.AI for AI integration
  • Azure OpenAI for the agent client

🐍 Python Implementation

  • Built with Python 3.x and FastAPI
  • Uses mcp SDK for Model Context Protocol
  • Uses azure-ai-projects for AI integration
  • Azure OpenAI for the agent client

Quick Start

Each implementation includes scripts to launch all services:

Windows

# For .NET
cd dotnet
start_all.cmd

# For Python
cd python
start_all.cmd

macOS / Linux

# For .NET
cd dotnet
chmod +x start_all.sh   # Make executable (first time only)
Открыть полный README на GitHub

Установка

This server does not publish a one-line install command.

Open the repository installation guide Новичок в MCP? Начните с руководства на mcpskill.org →