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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.

MCP Servers120 stars30 forksJavaApache-2.0Updated 6d ago
ClaudeWave Trust Score
97/100
Verified
Passed
  • Open-source license (Apache-2.0)
  • Actively maintained (<30d)
  • Healthy fork ratio
  • Clear description
  • Topics declared
Last scanned: 6/11/2026
Install in Claude Code / Claude Desktop
Method: Manual
Claude Code CLI
git clone https://github.com/spring-ai-community/spring-ai-playground
1. Run the command above in your terminal (Claude Code), or paste the JSON config into claude_desktop_config.json (Claude Desktop).
2. Replace any <placeholder> values with your API keys or paths.
3. Restart Claude. The MCP server and its tools appear automatically.
💡 Clone https://github.com/spring-ai-community/spring-ai-playground and follow its README for install instructions.
Use cases

MCP Servers overview

README preview not available. Visit the repo on GitHub for full documentation.
agentic-chatai-agentsai-observabilityai-playgroundmcpmcp-clientmcp-serverragtool-developmenttool-sandboxtool-validation

What people ask about spring-ai-playground

What is spring-ai-community/spring-ai-playground?

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spring-ai-community/spring-ai-playground is mcp servers for the Claude AI ecosystem. 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. It has 120 GitHub stars and was last updated 6d ago.

How do I install spring-ai-playground?

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You can install spring-ai-playground by cloning the repository (https://github.com/spring-ai-community/spring-ai-playground) or following the README instructions on GitHub. ClaudeWave also provides quick install blocks on this page.

Is spring-ai-community/spring-ai-playground safe to use?

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Our security agent has analyzed spring-ai-community/spring-ai-playground and assigned a Trust Score of 97/100 (tier: Verified). See the full breakdown of passed checks and flags on this page.

Who maintains spring-ai-community/spring-ai-playground?

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spring-ai-community/spring-ai-playground is maintained by spring-ai-community. The last recorded GitHub activity is from 6d ago, with 1 open issues.

Are there alternatives to spring-ai-playground?

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Yes. On ClaudeWave you can browse similar mcp servers at /categories/mcp, sorted by popularity or recent activity.

Deploy spring-ai-playground to your cloud

Ship this repo to production in minutes. Each platform spins up its own environment with editable env vars.

Maintain this repo? Add a badge to your README

Drop the badge into your GitHub README to show it's tracked on ClaudeWave. Each badge links back to this page and reflects the live Trust Score.

Featured on ClaudeWave: spring-ai-community/spring-ai-playground
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