MCP Vetted

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.

Repository
spring-ai-community/spring-ai-playground
Stars
143
Last push
2026-09-22
License
Apache-2.0
Category
Search & Retrieval

Score breakdown — how scoring works

  • Maintenance

    25.5 / 30
    • Pushed within 45 days15 days ago+25.5

  • Adoption

    12.5 / 25
    • GitHub stars (no package published — stars weighted fully)143+12.5

  • Documentation

    20 / 25
    • Comprehensive README (6,000+ chars)27428 chars+10
    • Install / setup instructionsyes+6
    • Tools / capabilities documentedno+0
    • Code or client-config exampleyes+4

  • Trust signals

    9 / 20
    • OSS license declaredApache-2.0+7
    • First-party vendor implementationno+0
    • DNS-verified registry namespaceno+0
    • Listed in official MCP Registryno+0
    • Owned by an organizationyes+2

Install

From sourcegit clone https://github.com/spring-ai-community/spring-ai-playground

No package published to a registry — see the README for setup instructions.

Always review a server's code and required credentials before connecting it to your MCP client. MCP Vetted scores public metadata — it does not audit code for malicious behavior (yet). Methodology →

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