Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add giuseppe-trisciuoglio/developer-kit --skill spring-ai-mcp-server-patternsgit clone --depth 1 https://github.com/giuseppe-trisciuoglio/developer-kitWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/giuseppe-trisciuoglio/developer-kit/spring-ai-mcp-server-patterns)<a href="https://agentmods.dev/skills/giuseppe-trisciuoglio/developer-kit/spring-ai-mcp-server-patterns"><img src="https://agentmods.dev/badge/skills/giuseppe-trisciuoglio/developer-kit/spring-ai-mcp-server-patterns/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/giuseppe-trisciuoglio/developer-kit/spring-ai-mcp-server-patterns"><img src="https://agentmods.dev/badge/skills/giuseppe-trisciuoglio/developer-kit/spring-ai-mcp-server-patterns.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket warn
- Snyk warn
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00076 | $0.02332 |
| Opus 5.5 | $0.00030 | $0.00933 |
| Sonnet 5.5 | $0.00015 | $0.00466 |
| Haiku 4.5 | $0.00008 | $0.00233 |
Grade A, and why
spring-ai-mcp-server-patterns scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 305 lines — stays where its author put it; the contents beside it link to each section on GitHub.
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 |
Key Dependencies
<!-- Maven -->
<dependency>
<groupId>org.springframework.ai</groupId>
<artifactId>spring-ai-mcp-server</artifactId>
<version>1.0.0</version>
</dependency>
<dependency>
<groupId>org.springframework.ai</groupId>
<artifactId>spring-ai-starter-model-openai</artifactId>
<version>1.0.0</version>
</dependency>
// Gradle
implementation 'org.springframework.ai:spring-ai-mcp-server:1.0.0'
implementation 'org.springframework.ai:spring-ai-starter-model-openai:1.0.0'
Instructions
1. Project Setup
Add Spring AI MCP dependencies (see Quick Reference above), configure the AI model in application.properties, and enable MCP with @EnableMcpServer:
@SpringBootApplication
@EnableMcpServer
public class MyMcpApplication {
public static void main(String[] args) {
SpringApplication.run(MyMcpApplication.class, args);
}
}
What ships with it
7 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago First seen · 305 lines · 76 tokens per session scan A 10264f302863
spring-ai-mcp-server-patterns is a skill published in the GitHub repository giuseppe-trisciuoglio/developer-kit (360 stars, last pushed 1mo ago), licensed MIT. It adds 76 tokens to every session and 2,332 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-10.
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