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1 month ago
glama
spring-ai-playground
Spring AI Playground is a self-hosted web UI platform for building low-code tools and dynamically exposing them via built-in MCP server for AI agents.
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// key findings
✅
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
✅
Open source with a license and README
Anyone can audit the code, the license is declared, and the publisher documents what it does.
// required environment variables
This server reads these from
process.env. You'll be asked to provide them before it can run.config
JAVA_HOMEconfig
SPRING_AI_PLAYGROUND_TELEMETRY_ENABLED— Server / Docker / mvn: =false// full audit trail
The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.
// improvement guidance — verified publishers only
We have 2 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[](https://m8ven.ai/mcp/spring-ai-community-spring-ai-playground-1n13s8)commit: d3acd6284ee87fe7c81d602e51c12dea0d8e8063
code hash: 9f4c08add91abcc104b84cc44f7ec70ec3176eb19484bf772900cf8f41791efb
verified: 6/18/2026, 11:54:20 AM