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spring-ai-mcp-server-patterns SKILL.md skillA

spring-ai-mcp-server-patterns from giuseppe-trisciuoglio/developer-kit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add giuseppe-trisciuoglio/developer-kit/spring-ai-mcp-server-patterns@git:20260324.a02e282

Pins git:20260324.a02e282 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: giuseppe-trisciuoglio/developer-kit
Path: plugins/developer-kit-java/skills/spring-ai-mcp-server-patterns/SKILL.md
Versions recorded: 5
Latest version: git:20260324.a02e282, committed Mar 24, 2026
First version recorded: Feb 23, 2026
Size: 10,692 bytes
Repository stars: 367
License: MIT

Provides Spring Boot MCP server patterns that create Model Context Protocol servers with Spring AI by defining tool handlers, exposing resources, configuring prompt templates, and setting up transports for AI function calling and tool calling. Use when building MCP servers to extend AI capabilities with Spring's official AI framework, implementing AI tools, custom function calling, or MCP client integration.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# 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 |
| `@Tool(description)` | Method | Declare AI-callable tool |
| `@ToolParam(value)` | Parameter | Document tool parameter for AI |
| `@PromptTemplate(name)` | Method | Declare reusable prompt template |
| `@PromptParam(value)` | Parameter | Document prompt parameter |

### Transport Types

| Transport | Use Case | Config |
|-----------|----------|--------|
| `stdio` | Local process / Claude Desktop | Default |
| `http` | Remote HTTP clients | `port`, `path` |
| `sse` | Real-time streaming clients | `port`, `path` |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add giuseppe-trisciuoglio/developer-kit/spring-ai-mcp-server-patterns@sha256:10264f3028637e67

The line at the top of this page pins the label git:20260324.a02e282, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

[![mdr](https://markdownregistry.com/badge/art_fgabb6xar4bocmvd.svg)](https://markdownregistry.com/a/art_fgabb6xar4bocmvd)

5 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Feb 23, 2026 and Mar 24, 2026, about one every 7 days.

version	committed	commit	size	audit
git:20260324.a02e282 latest	2026-03-24	a02e282	10,692 B	A	view · diff
git:20260323.f468c03	2026-03-23	f468c03	11,055 B	A	view · diff
git:20260316.91dc3c4	2026-03-16	91dc3c4	66,738 B	A	view · diff
git:20260228.3187e79	2026-02-28	3187e79	66,740 B	A	view · diff
git:20260223.c6d4db1	2026-02-23	c6d4db1	66,399 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (10692 bytes)
pass: No zero-width or bidi control characters
pass: No instruction hidden inside an HTML comment
pass: No link to an exfiltration or paste host
pass: No credential-shaped string
pass: No instruction to send local credentials anywhere
pass: No text hidden with inline styles
pass: No prompt-injection phrasing
pass: No curl or wget piped into a shell
pass: No recursive delete of root, home or parent
pass: No instruction to read or print local credentials
pass: No base64 blob over 200 characters
pass: No link to a raw IP address
pass: No script tag

Source

GitHub

giuseppe-trisciuoglio/developer-kit · 367 stars · license MIT · pushed 2026-09-10 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_fgabb6xar4bocmvd
GET https://markdownregistry.com/api/v1/resolve?ref=giuseppe-trisciuoglio/developer-kit/spring-ai-mcp-server-patterns
GET https://markdownregistry.com/api/v1/blob/10264f3028637e67812fc6fc96c362624c2522ed6ff71ddbfe9cca28d7c4bb53

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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