Spring AI Apps Project

What is Spring AI Apps Project?

Spring AI Apps Project is a Spring Boot application that demonstrates integrating AI capabilities using the Spring AI framework. It provides a reference implementation of the Model Context Protocol (MCP) with a client-side and a server-side application that expose @Tools and Prompts to other services.

How to use Spring AI Apps Project?

Run the application locally with the Spring Maven Plugin: mvn spring-boot:run. Before running, export your OpenAI API token as SPRING_AI_OPENAI_API_KEY. The MCP example is located in the spring-ai-mcp directory.

Key features of Spring AI Apps Project

• Integrates AI via the Spring AI framework
• Implements Model Context Protocol (MCP)
• Exposes @Tools and Prompts from server to client
• Provides a client-side and server-side MCP application
• Runs as a Spring Boot application with Maven

Use cases of Spring AI Apps Project

• Building AI-powered tools accessible via MCP in a Spring Boot application
• Demonstrating how to expose and consume @Tools and Prompts between services
• Learning the Model Context Protocol with Spring AI through a practical example

FAQ from Spring AI Apps Project

What is the Model Context Protocol (MCP)?

MCP is a protocol demonstrated in this project that allows a client-side and server-side Spring Boot application to expose @Tools and Prompts to other services. Detailed guidance is available in the linked article.

What are the dependencies and runtime requirements?

The application requires Java, Maven, and a Spring Boot environment. It uses the Spring AI framework and connects to an AI model (e.g., OpenAI), requiring an API key set as an environment variable.

Where does data live in this setup?

Data is exchanged between the MCP client and server applications. The server exposes tools and prompts, and the client consumes them. No persistent storage is mentioned in the README.

How do I configure authentication for the AI model?

Authentication is handled by exporting your OpenAI API key as the environment variable SPRING_AI_OPENAI_API_KEY before running the application.

Is there any known limit or alternative to this implementation?

The README does not mention specific limits or alternatives. The project is a demonstration and reference implementation for using MCP with Spring AI.