MCP server example for Agentic AI demo with Java & Spring
Config is the same across clients — only the file and path differ.
{
"mcpServers": {
"spring-ai-mcp-server-demo": {
"command": "<see-readme>",
"args": []
}
}
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Transform your business operations with AI-powered automation!
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Transform your business operations with AI-powered automation!
Welcome to a cutting-edge demonstration of how AI agents can seamlessly integrate with real business applications. This platform showcases a complete microservices ecosystem where AI assistants (like Claude or GitHub Copilot) can directly manage orders, process payments, and handle incidents through natural conversation.
🤖 Talk to Your Business System: Use natural language to manage orders, payments, and incidents
⚡ Real-Time Operations: AI agents perform actual business operations, not just mock data
🔧 Production-Ready: Built with enterprise-grade technologies and best practices
🎯 Plug & Play: Easy setup with Docker - get running in minutes
🌐 Modern Stack: Vue.js frontends, Spring Boot APIs, and intelligent MCP servers
| Service | What It Does | Frontend | API |
|---|---|---|---|
| 📦 Orders | Manage customer orders & lifecycle | localhost:5173 | localhost:8081 |
| 💳 Payments | Process payments & transactions | localhost:5174 | localhost:8082 |
| 🚨 Incidents | Track issues & resolutions | localhost:5175 | localhost:8083 |
| 🧠 AI Assistant | Smart automation layer | - | localhost:8085 |
🖥️ Frontend Apps (Vue.js + TypeScript)
┌─────────────┐ ┌─────────────┐ ┌─────────────┐
│ Orders │ │ Payments │ │ Incidents │
│ :5173 │ │ :5174 │ │ :5175 │
└─────────────┘ └─────────────┘ └─────────────┘
│ │ │
⚡ REST APIs (Spring Boot + Java)
┌─────────────┐ ┌─────────────┐ ┌─────────────┐
│ Order API │ │Payment API │ │Incident API │
│ :8081 │ │ :8082 │ │ :8083 │
└─────────────┘ └─────────────┘ └─────────────┘
│ │ │
└────────────────┼───────────────┘
│
🤖 AI Integration Layer
┌─────────────────────────┐
│ MCP Servers │
│ (AI ↔ Business) │
│ :8085 │
└─────────────────────────┘
│
💾 Data Layer
┌─────────────────────────┐
│ MongoDB │
│ (Document Store) │
│ :27017 │
└─────────────────────────┘
5173-5175, 8081-8083, 8085, 27017# Navigate to project directory
cd agentic-ai-demo
# 🚀 Start all services (this might take 2-3 minutes first time)
docker-compose up --build -d
# ✅ Check everything is running
docker-compose ps
Open these links to confirm services are up:
{"status":"UP"}The platform comes pre-loaded with realistic business data:
🎉 You're ready! Your complete business platform is now running!
# 🛑 Stop everything
docker-compose down
# 🔄 Restart a specific servi
... [View full README on GitHub](https://github.com/Ramzus/spring-ai-mcp-server-demo#readme)