spring-mcp-server-demo

The Spring MCP Server Demo is a demonstration of a Model Context Protocol (MCP) server built using Spring AI technology. This server is designed to facilitate the integration and management of machine learning models within a scalable and efficient server environment. By leveraging the capabilities of Spring AI, the server provides a robust platform for deploying and managing AI models, ensuring seamless communication and interaction between different components of an AI system. The demo showcases the potential of MCP servers in handling complex AI tasks, offering insights into their architecture and functionality.

Features

• Integration with Spring AI for enhanced model management.
• Scalable architecture to handle multiple AI models.
• Efficient communication protocol for seamless interaction.
• User-friendly interface for easy deployment and monitoring.
• Support for various machine learning frameworks.

Usage with Different Platforms

spring_boot

java
@SpringBootApplication
public class McpServerApplication {
    public static void main(String[] args) {
        SpringApplication.run(McpServerApplication.class, args);
    }
}

docker

dockerfile
FROM openjdk:11-jre-slim
COPY target/mcp-server-demo.jar mcp-server-demo.jar
ENTRYPOINT ["java", "-jar", "/mcp-server-demo.jar"]

kubernetes

yaml
apiVersion: apps/v1
kind: Deployment
metadata:
  name: mcp-server-demo
spec:
  replicas: 3
  selector:
    matchLabels:
      app: mcp-server-demo
  template:
    metadata:
      labels:
        app: mcp-server-demo
    spec:
      containers:
      - name: mcp-server-demo
        image: mcp-server-demo:latest
        ports:
        - containerPort: 8080