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giuseppe-trisciuoglio/developer-kitSoftware EngineeringFrontend and Design

spring-ai-mcp-server-patterns

Build MCP servers with Spring AI using declarative tools, prompt templates, and native Spring integration patterns.

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724

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Install command
npx skills add https://github.com/giuseppe-trisciuoglio/developer-kit --skill spring-ai-mcp-server-patterns
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SkillJury Signal Summary

As of Apr 30, 2026, spring-ai-mcp-server-patterns has 724 weekly installs, 0 community reviews on SkillJury. Community votes currently stand at 0 upvotes and 0 downvotes. Source: giuseppe-trisciuoglio/developer-kit. Canonical URL: https://skills.sh/giuseppe-trisciuoglio/developer-kit/spring-ai-mcp-server-patterns.

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About this skill
Build MCP servers with Spring AI using declarative tools, prompt templates, and native Spring integration patterns. Implements MCP servers with Spring AI for AI function calling, tool handlers, and MCP transport configuration. Production-ready MCP server patterns: @Tool functions, @PromptTemplate resources, and stdio/HTTP/SSE transports with Spring AI security. MCP servers, Spring AI function calling, AI tools, tool calling, custom tool handlers, Spring Boot MCP, resource endpoints, or MCP transport configuration. Add Spring AI MCP dependencies (see Quick Reference above), configure the AI model in application.properties , and enable MCP with @EnableMcpServer : Annotate methods with @Tool inside @Component beans. Use @ToolParam to document parameters: See references/implementation-patterns.md for database tools, API integration tools, and the FunctionCallback low-level pattern. See references/implementation-patterns.md for additional prompt template patterns. Use @PreAuthorize("hasRole('ADMIN')") on tool methods for method-level security.

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FAQ
What does spring-ai-mcp-server-patterns do?

Build MCP servers with Spring AI using declarative tools, prompt templates, and native Spring integration patterns.

Is spring-ai-mcp-server-patterns good?

spring-ai-mcp-server-patterns does not have approved reviews yet, so SkillJury cannot publish a community verdict.

Which AI agents support spring-ai-mcp-server-patterns?

spring-ai-mcp-server-patterns currently lists compatibility with Skills CLI.

Is spring-ai-mcp-server-patterns safe to install?

spring-ai-mcp-server-patterns has been scanned by security audit providers tracked on SkillJury. Check the security audits section on this page for detailed results from Socket.dev and Snyk.

What are alternatives to spring-ai-mcp-server-patterns?

Skills in the same category include grimoire-morpho-blue, conversation-memory, second-brain-ingest, zai-tts.

How do I install spring-ai-mcp-server-patterns?

Run the following command to install spring-ai-mcp-server-patterns: npx skills add https://github.com/giuseppe-trisciuoglio/developer-kit --skill spring-ai-mcp-server-patterns

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