spring-ai-playground vs Agentic (System Monitoring & RAG)

Spring AI Playground is a self-hosted web UI for low-code AI tool development with live MCP server registration. It includes MCP server inspection, agentic chat, and integrated LLM and RAG workflows, enabling real-time experimentation and evolution of tool-enabled AI systems without redeployment.

Spring Boot-based server that connects system monitoring tools with a RAG service, enabling real-time access to both system metrics and corporate documentation stored in Redis.

MCP Servers

Agents

1

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Java

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Apache-2.0

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58

6