Spring Boot AI MCP Server

@meursong

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Basic information

About Spring Boot AI MCP Server

No overview available yet

#spring-boot #ai #mcp-server

Spring Boot AI MCP Server config

No standard config provided

This server doesn't expose a parseable MCP config block in its README. See the repository for install instructions.

Repository

Spring Boot AI MCP Server tools

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Overview

What is Spring Boot AI MCP Server?

Spring Boot AI MCP Server is a Spring Boot application that implements the Model-Controller-Presenter (MCP) architecture pattern for AI-powered applications. It provides a foundation for building AI-enhanced applications using Spring AI and OpenAI integration.

How to use Spring Boot AI MCP Server?

Configure your OpenAI API key in application.properties or as the environment variable OPENAI_API_KEY. Build the project with ./gradlew build and run it with ./gradlew bootRun. The server exposes a POST /api/v1/ai/generate endpoint that accepts a JSON body with a prompt field and returns an AI-generated response.

Key features of Spring Boot AI MCP Server

Spring Boot 3.2.3 with Java 17
Spring AI integration with OpenAI
MCP architecture pattern (Model-Controller-Presenter)
RESTful API endpoints for AI generation
Exception handling and input validation
Unit testing support

Use cases of Spring Boot AI MCP Server

Generating AI‑powered responses from user prompts via a REST API
Building a backend service that offloads AI inference to OpenAI
Prototyping or learning MCP architecture with Spring AI
Integrating AI capabilities into existing Spring Boot microservices

Frequently asked questions

What is the MCP architecture pattern implemented here?

MCP stands for Model-Controller-Presenter. The **Model** represents data and business logic, the **Controller** handles HTTP requests and responses, and the **Presenter** formats data for presentation.

What are the prerequisites to run this server?

You need Java 17 or higher, Gradle 8 or higher, and an OpenAI API key.

How do I configure my OpenAI API key?

Set `spring.ai.openai.api-key` in the `application.properties` file or provide it via the environment variable `OPENAI_API_KEY`.

How do I generate an AI response?

Send a `POST` request to `/api/v1/ai/generate` with a JSON body containing a `prompt` field. The server returns a JSON response with the generated content, success flag, and timestamp.

Does this server support other AI providers?

The README only specifies integration with OpenAI via Spring AI. No other providers are mentioned.

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