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Spring AI Accounts

Provides a Spring-based server for managing person and account data through lightweight H2 database querying with flexib...

Created byApr 23, 2025

Spring AI Apps Project [![Twitter](https://img.shields.io/twitter/follow/piotr_minkowski.svg?style=social&logo=twitter&label=Follow%20Me)](https://twitter.com/piotr_minkowski)

This project demonstrates the integration of AI capabilities within a Spring Boot application, utilizing the Spring AI framework.

Table of Contents

  • Architecture
  • Running the Application
  • Articles

Running the application

You can always run all the apps locally with Spring Maven Plugin support:
Sometimes, you would have to connect the app with the AI model. It can be OpenAI or your preferred model. Before running the app you should export the API token as shown below.

Architecture

MCP Client/Server

The example is available in the spring-ai-mcp directory. Here's the diagram that visualizes architecture.
<img src="https://i0.wp.com/piotrminkowski.com/wp-content/uploads/2025/03/Screenshot-2025-03-16-at-12.24.46.png?w=1392&ssl=1" title="Architecture"><br/>

Articles

  1. Getting started with the Spring AI MCP concept. Implement a client-side and a server-side application that exposes @Tools and Prompts to other services. The example is available in the branch master. A detailed guide may be found in the following article: Using Model Context Protocol (MCP) with Spring AI

Spring AI Apps Project [![Twitter](https://img.shields.io/twitter/follow/piotr_minkowski.svg?style=social&logo=twitter&label=Follow%20Me)](https://twitter.com/piotr_minkowski)

This project demonstrates the integration of AI capabilities within a Spring Boot application, utilizing the Spring AI framework.

Table of Contents

  • Architecture
  • Running the Application
  • Articles

Running the application

You can always run all the apps locally with Spring Maven Plugin support:
Sometimes, you would have to connect the app with the AI model. It can be OpenAI or your preferred model. Before running the app you should export the API token as shown below.

Architecture

MCP Client/Server

The example is available in the spring-ai-mcp directory. Here's the diagram that visualizes architecture.
<img src="https://i0.wp.com/piotrminkowski.com/wp-content/uploads/2025/03/Screenshot-2025-03-16-at-12.24.46.png?w=1392&ssl=1" title="Architecture"><br/>

Articles

  1. Getting started with the Spring AI MCP concept. Implement a client-side and a server-side application that exposes @Tools and Prompts to other services. The example is available in the branch master. A detailed guide may be found in the following article: Using Model Context Protocol (MCP) with Spring AI