About Spring AI MCP Server Demo
Spring AI MCP Server Demo is an MCP server in the Agents category: mCP server example for Agentic AI demo with Java & Spring.
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git clone https://github.com/Ramzus/spring-ai-mcp-server-demoThis server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.
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README
🚀 Agentic AI Demo - Smart Business Platform
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.
✨ What Makes This Special?
🤖 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
📋 Quick Overview
| 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 |
🏗️ System Architecture
🖥️ 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 │
└─────────────────────────┘
🚀 Get Started in 3 Minutes!
Prerequisites ✅
- Docker Desktop installed and running
- Available ports:
5173-5175,8081-8083,8085,27017
1️⃣ Launch Everything
# 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
2️⃣ Verify It's Working
Open these links to confirm services are up:
- 🌐 Order Management UI - Manage customer orders
- 💳 Payment Portal - Handle transactions
- 🎯 Incident Dashboard - Track issues
- 📊 Order API Health - Should show
{"status":"UP"}
3️⃣ Explore Sample Data
The platform comes pre-loaded with realistic business data:
- 8 sample orders in various stages (new → processing → shipped → delivered)
- 4 payment records with different statuses
- 5 incident tickets with varying priorities
🎉 You're ready! Your complete business platform is now running!
🛠️ Management Commands
Essential Operations
# 🛑 Stop everything
docker-compose down
# 🔄 Restart a specific service
docker-compose restart order-backend
# 📜 View logs for debugging
docker-compose logs -f [service-name]
# 🧹 Clean slate (removes all data)
docker-compose down --volumes
# 🗑️ Complete cleanup (removes images too)
docker-compose down --volumes --rmi all
Health Monitoring
All services include smart health checks:
- ✅ Auto-healing: Unhealthy containers restart automatically
- ⏱️ Quick detection: Issues detected within 30 seconds
- 🔄 Retry logic: 3 attempts before marking as failed
Check health status: docker-compose ps
🧰 Technology Stack
- Vue.js 3 - Modern reactive framework with Composition API
- TypeScript - Type-safe development with excellent IDE support
- Vite - Lightning-fast build tool and hot reload
- CSS3 - Modern styling with responsive design
- Spring Boot - Enterprise Java framework with auto-configuration
- H2 Database - Embedded SQL database for rapid development
- MongoDB - Document database for flexible data structures
- Gradle - Advanced build automation and dependency management
- Docker - Containerization for consistent environments
- Docker Compose - Multi-container orchestration
- Health Checks - Built-in monitoring and auto-recovery
- Multi-stage Builds - Optimized container images
- Model Context Protocol (MCP) - Standard for AI-app integration
- REST APIs - HTTP-based service communication
- Spring Boot Actuator - Production monitoring endpoints
🤖 Connect Your AI Assistant
The real magic happens when you connect AI assistants to control your business operations through conversation!
🔧 Quick Setup for VS Code
- Build the MCP servers (one-time setup):
# Build both MCP server JAR files
./gradlew :mcp-servers:oms-mcp-server:build
./gradlew :mcp-servers:incident-mcp-server:build
- Configure VS Code - Add to your
settings.json:
{
"mcp": {
"servers": {
"oms-mcp-server": {
"type": "stdio",
"command": "java",
"args": ["-jar", "YOUR_PROJECT_PATH/mcp-servers/oms-mcp-server/build/libs/oms-mcp-server-0.0.1-SNAPSHOT.jar"]
},
"incident-mcp-server": {
"type": "stdio",
"command": "java",
"args": ["-jar", "YOUR_PROJECT_PATH/mcp-servers/incident-mcp-server/build/libs/incident-mcp-server-0.0.1-SNAPSHOT.jar"]
}
}
},
"chat.mcp.discovery.enabled": true
}
- Replace
YOUR_PROJECT_PATHwith your actual project path.
💬 Talk to Your Business System
Once connected, try these natural language commands:
| What You Say | What Happens |
|---|---|
| "Show me all pending orders" | 📋 Lists orders waiting to be processed |
| "Create a payment for order #1001 for $150" | 💳 Processes a new payment transaction |
| "What high-priority incidents are open?" | 🚨 Filters critical issues needing attention |
| "Move order #1001 to the next stage" | ⚡ Advances order through workflow |
| "Show me all failed payments" | 💸 Displays transactions that need retry |
💡 Pro Tip: The AI maintains full business context and validates operations, so you can have natural conversations about complex business workflows!
❓ Troubleshooting
Problem: docker-compose up fails or services show as unhealthy
Solutions:
# Check if ports are already in use
lsof -i :5173 -i :8081 -i :8082 -i :8083 -i :8085 -i :27017
# Clean up any existing containers
docker-compose down --volumes
docker system prune -f
# Restart Docker Desktop and try again
docker-compose up --build -d
Problem: MCP servers not recognized by VS Code or Claude
Solutions:
-
Verify JAR files exist:
ls -la mcp-servers/*/build/libs/*.jar -
Rebuild if missing:
./gradlew :mcp-servers:oms-mcp-server:build ./gradlew :mcp-servers:incident-mcp-server:build -
Check VS Code settings path - Use absolute paths in settings.json
-
Restart VS Code after configuration changes
Problem: Sample data disappears after restart
Solution: This is expected behavior. The H2 databases are in-memory for demo purposes. MongoDB data persists in Docker volumes.
🎯 What's Next?
Ready to extend this platform? Here are some ideas:
- 🔐 Add Authentication - Implement user login and role-based access
- 📧 Email Notifications - Send alerts for order status changes
- 📊 Analytics Dashboard - Add business intelligence and reporting
- 🔄 Event Streaming - Implement Apache Kafka for real-time events
- 🧪 Testing Suite - Add comprehensive integration tests
- 🌍 Multi-tenancy - Support multiple organizations
📞 Support & Contributing
- 🐛 Found a bug? Open an issue with detailed reproduction steps
- 💡 Have an idea? We'd love to hear your suggestions
- 🤝 Want to contribute? Check out our contribution guidelines
- 📚 Need help? Join our community discussions
🌟 Star this repo if you found it helpful!
Built with ❤️ for the AI development community
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