Spring Boot AI MCP Client
A Spring Boot application for interacting with MCP servers using Spring AI Chat Client and Rest Controller
BootcampToProd
README
Spring Boot AI MCP Client
Overview
This project demonstrates how to build an MCP (Model-Connected Processing) client using Spring Boot AI. The MCP client allows seamless interaction with external MCP servers, enabling AI models to perform dynamic tool calls and retrieve data efficiently.
For a detailed step-by-step guide on building an MCP client using Spring Boot AI, check out our blog:
Building an MCP Client with Spring Boot AI: A Beginner’s Guide
Setup Instructions
- Clone this repository:
git clone https://github.com/your-repo/spring-boot-ai-mcp-client.git cd spring-boot-ai-mcp-client - Update application properties with the required values:
- OpenAI API Key
- MCP Server Paths
- Environment variables required by each MCP server
- Build and run the application:
mvn spring-boot:run
Note
Before running the application, make sure to replace all placeholder values for:
- OpenAI API Key
- MCP Server Paths
- Any required environment variables for each MCP server
Recommended Servers
playwright-mcp
A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.
Magic Component Platform (MCP)
An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.
MCP Package Docs Server
Facilitates LLMs to efficiently access and fetch structured documentation for packages in Go, Python, and NPM, enhancing software development with multi-language support and performance optimization.
Claude Code MCP
An implementation of Claude Code as a Model Context Protocol server that enables using Claude's software engineering capabilities (code generation, editing, reviewing, and file operations) through the standardized MCP interface.
@kazuph/mcp-taskmanager
Model Context Protocol server for Task Management. This allows Claude Desktop (or any MCP client) to manage and execute tasks in a queue-based system.
Linear MCP Server
Enables interaction with Linear's API for managing issues, teams, and projects programmatically through the Model Context Protocol.
mermaid-mcp-server
A Model Context Protocol (MCP) server that converts Mermaid diagrams to PNG images.
Jira-Context-MCP
MCP server to provide Jira Tickets information to AI coding agents like Cursor
Linear MCP Server
A Model Context Protocol server that integrates with Linear's issue tracking system, allowing LLMs to create, update, search, and comment on Linear issues through natural language interactions.
Sequential Thinking MCP Server
This server facilitates structured problem-solving by breaking down complex issues into sequential steps, supporting revisions, and enabling multiple solution paths through full MCP integration.