spring-ai-playground
ai-agentStable
Safe local execution layer for AI agent tools. Build, validate, and publish MCP tools with a no-pass-no-run workflow — cross-platform desktop app powered by Spring AI.
Stars
124
Δ stars 7d
+2
Δ stars 30d
—
Forks
29
Contributors
3
npm DL / wk
—
PyPI DL / wk
—
Language
Java
Last push
2026-07-10
About spring-ai-playground
Spring AI Playground is a cross-platform desktop app for building, testing, validating, and executing MCP tools in a controlled local environment. It helps you create reusable MCP tools once and use them across macOS, Windows, and Linux through a self-contained runtime. Unlike platforms that focus primarily on generating agents or authoring tools, Spring AI Playground focuses on making the tools it manages inside the app safer and easier to inspect before reuse. Every tool you build earns a **Local Pass** — a local test-run with your sample…
Read the full README on GitHub →
spring-ai-playground growth signals this week
- Gained 2 stars in the last 7 days
Growth score: 31/100 week of 2026-06-29
Signal history
| Week | Score | Δ★ | Signal |
|---|---|---|---|
| 2026-06-29 | 31 | +2 | Stable |
| 2026-06-15 | 8 | +0 | Stable |
spring-ai-playground alternatives
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Frequently asked questions
- Is spring-ai-playground still maintained?
- Yes — actively maintained. The last push was on 2026-07-10, with 3 contributors.
- Is spring-ai-playground growing?
- It is stable this week, with a growth score of 31/100. See the weekly history above.
- What are the best spring-ai-playground alternatives?
- Closest by category and size in our data: Wanaku MCP Server, byob, SLayer — full list with live signals above.
Topics
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Tracked since 2026-06-20 · data as of 2026-07-10 · 2 open issues · 6 releases