Spring Boot AI MCP Client

What is Spring Boot AI MCP Client?

This project demonstrates how to build an MCP (Model-Connected Processing) client using Spring Boot AI. It enables AI models to interact seamlessly with external MCP servers, performing dynamic tool calls and retrieving data efficiently. It is intended for developers learning or implementing MCP clients with Spring Boot AI.

How to use Spring Boot AI MCP Client?

Clone the repository, update the application properties with your OpenAI API Key, the paths to your MCP servers, and any required environment variables for each server. Then run mvn spring-boot:run to start the application.

Key features of Spring Boot AI MCP Client

• MCP client built with Spring Boot AI
• Seamless interaction with external MCP servers
• Supports dynamic tool calls by AI models
• Efficient data retrieval from MCP servers
• Step-by-step blog guide for beginners
• Easy configuration through application properties

Use cases of Spring Boot AI MCP Client

• Integrating AI models with external MCP servers for tool execution
• Retrieving data from MCP servers during AI model conversations
• Learning how to build an MCP client with Spring Boot AI
• Prototyping AI applications that require real-time MCP interactions
• Demonstrating Spring Boot AI’s MCP support in a sample project

FAQ from Spring Boot AI MCP Client

What are the prerequisites for running this project?

You need an OpenAI API key, the paths to the MCP servers you want to connect to, and any environment variables required by each MCP server.

How do I run the application?

After updating the required values in the application properties, run mvn spring-boot:run from the project root.

Is there any documentation to help me build this from scratch?

Yes, the README links to a detailed beginner’s guide: “Building an MCP Client with Spring Boot AI: A Beginner’s Guide”.

Where can I get the source code?

Clone the repository from the provided GitHub URL: git clone https://github.com/your-repo/spring-boot-ai-mcp-client.git.

What is the purpose of this project?

It demonstrates how to build an MCP client using Spring Boot AI, allowing AI models to make dynamic tool calls and retrieve data from external MCP servers.