spring-ai-mcp-server-patterns
Build MCP servers with Spring AI using declarative tools, prompt templates, and native Spring integration patterns.
- Exposes Spring components as AI-callable tools via
@Toolannotation, with parameter documentation through@ToolParamfor AI model understanding - Supports three transport modes (stdio, HTTP, SSE) with built-in Spring Security integration for role-based access control and audit logging
- Includes reusable prompt templates using
@PromptTemplate, dynamic tool registration, multi-model support, and caching strategies for production deployments - Provides comprehensive testing patterns with unit, integration, and security test examples using MockMvc, Testcontainers, and Spring Boot test slices
Spring AI MCP Server Implementation Patterns
Implements MCP servers with Spring AI for AI function calling, tool handlers, and MCP transport configuration.
Overview
Production-ready MCP server patterns: @Tool functions, @PromptTemplate resources, and stdio/HTTP/SSE transports with Spring AI security.
When to Use
MCP servers, Spring AI function calling, AI tools, tool calling, custom tool handlers, Spring Boot MCP, resource endpoints, or MCP transport configuration.
Quick Reference
Core Annotations
| Annotation | Target | Purpose |
|---|---|---|
@EnableMcpServer |
Class | Enable MCP server auto-configuration |
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