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Spring Boot AI MCP Client

by BootcampToProd

AI/IntegrationSpring BootModel-Connected ProcessingTool Calling

This project demonstrates how to build an MCP (Model-Connected Processing) client using Spring Boot AI. It enables AI models to perform dynamic tool calls and retrieve data efficiently.

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What is Spring Boot AI MCP Client?

This is a Spring Boot application that acts as an MCP (Model-Connected Processing) client. It facilitates communication between AI models and external MCP servers, allowing models to dynamically call tools and retrieve data.

How to use Spring Boot AI MCP Client?

  1. Clone the repository. 2. Update application properties with your OpenAI API Key, MCP Server Paths, and environment variables required by each MCP server. 3. Build and run the application using mvn spring-boot:run.

Key features of Spring Boot AI MCP Client

  • Seamless interaction with external MCP servers

  • Dynamic tool calling

  • Efficient data retrieval

  • Integration with Spring Boot AI

  • Easy setup and configuration

Use cases of Spring Boot AI MCP Client

  • Integrating AI models with external tools and data sources

  • Building AI-powered applications that require dynamic tool calling

  • Creating intelligent agents that can access and utilize external services

  • Orchestrating complex workflows involving AI models and external systems

FAQ from Spring Boot AI MCP Client

What is an MCP server?

An MCP (Model-Connected Processing) server is an external service that provides tools and data to AI models.

What is Spring Boot AI?

Spring Boot AI is a framework that simplifies the development of AI-powered applications using Spring Boot.

How do I configure the MCP client?

You need to update the application properties with your OpenAI API Key, MCP Server Paths, and any required environment variables for each MCP server.

What kind of tools can I integrate with the MCP client?

You can integrate any tool or service that can be accessed via an API or other communication protocol.

Where can I find a detailed guide on building an MCP client?

You can find a detailed step-by-step guide on the BootcampToProd blog.