Spring AI Playground MCP Server

by spring-ai-community• 145•• Scanned•Claim this listing•Request removal
Data Science & MLagentic chatai agentsai observabilityai playgroundmcp

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.

Spring AI Playground is an open-source mcp server by spring-ai-community, written mainly in Java, with 145 GitHub stars and the Apache-2.0 license. Its code was last updated Sep 22, 2026.

Scan summary: scanned Nov 5, 2026 at commit 8beecf6. No capabilities flagged by our checks. Scan policy

aboutREADMEsecurityreviews
Scanned
Full scan at 8beecf6 · Nov 5, 2026
Scanned
Static code scanpass
Secrets scanfail
Dependency audit2 known vulnerabilitiespass
Manifestnonewarn
Buildn/a
Boot & handshaken/a
Network egressn/a
Reproducible (×3)n/a

Findings (7)

  • high
    secrets issue
    Details are available to the maintainer after claiming this listing.
  • high
    secrets issue
    Details are available to the maintainer after claiming this listing.
  • high
    secrets issue
    Details are available to the maintainer after claiming this listing.
  • low
    Possible example credential in docs/tests: generic-api-key
    src/test/java/org/springaicommunity/playground/service/mcp/bundle/BundleExportServiceTest.java:80
  • low
    minimatch@10.2.6: 1 known vulnerability
    GHSA-g3hv-75wg-m249
    electron/package-lock.json
  • low
    minimatch@9.0.9: 1 known vulnerability
    GHSA-g3hv-75wg-m249
    electron/package-lock.json
  • low
    No manifest declaring network access and environment variables (agent.json)

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