spring-ai-playground
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.
- 145 stars
- 35 forks
- 1 open issues
- Language: Java
- License: Apache-2.0
- updated
Install
git clone https://github.com/spring-ai-community/spring-ai-playground- Run the command above in your terminal (Claude Code), or paste the JSON config into claude_desktop_config.json (Claude Desktop).
- Replace any <placeholder> values with your API keys or paths.
- 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.
MCP Servers overview
What people ask about spring-ai-playground
What is spring-ai-community/spring-ai-playground?
spring-ai-community/spring-ai-playground is mcp servers for the Claude AI ecosystem. 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. It has 145 GitHub stars and its last recorded update is dated 2026-09-22.
How do I install spring-ai-playground?
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?
Our security agent has analyzed spring-ai-community/spring-ai-playground and assigned a Trust Score of 92/100 (tier: Verified). See the full breakdown of passed checks and flags on this page.
Who maintains spring-ai-community/spring-ai-playground?
spring-ai-community/spring-ai-playground is maintained by spring-ai-community. The last recorded GitHub activity is dated 2026-09-22, with 1 open issues.
Are there alternatives to spring-ai-playground?
Yes. On ClaudeWave you can browse similar mcp servers at /categories/mcp, sorted by popularity or recent activity.