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Spring Boot AI MCP Server

@meursong

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meursong

关于 Spring Boot AI MCP Server

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Spring Boot AI MCP Server 配置

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该服务器的 README 中没有可解析的 MCP 配置块,请前往代码仓库查看安装说明。

代码仓库

Spring Boot AI MCP Server 工具

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概览

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

常见问题

1

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.

2

What are the prerequisites to run this server?

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

3

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`.

4

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.

5

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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