# spring-ai-playground

> spring-ai-playground — spring-ai-community-spring-ai-playground. Use this tool when you need to safely build, validate, and publish AI agent tools locally, with a no-pass-no-run workflow, and integrate with git for version control. It provides a cross-platform desktop app for seamless development and testing of MCP tools. Ideal for AI developers requiring a secure and efficient environment for creating and deploying AI models.

Canonical page: https://skillsregistry.net/skills/spring-ai-community-spring-ai-playground  
JSON: https://api.skillsregistry.net/v1/skills/spring-ai-community-spring-ai-playground

## Description

Safe local execution layer for AI agent tools. Build and test-run MCP tools (no pass, no run), serve them from a built-in MCP server, and use them in Agentic Chat with RAG, human-in-the-loop approval, and built-in observability. Cross-platform desktop app powered by Spring AI.

## Trust

- **Trust score (0–1):** 0.00
- **Verification tier:** scanned
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Category:** ai-ml
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/spring-ai-community/spring-ai-playground)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "spring-ai-community-spring-ai-playground"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/spring-ai-community-spring-ai-playground` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/spring-ai-community-spring-ai-playground/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt