spring-ai-community/spring-ai-playground
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.
This tool helps AI application developers create and test AI agents that can perform real-world actions, not just generate text. You input natural language descriptions of the tasks you want the AI to perform and any relevant documents for context. The output is a functional AI agent that can understand prompts, retrieve information, and execute custom-built tools. This is for developers building AI-powered applications or experimenting with agentic AI workflows.
Use this if you are developing AI agents and need a self-hosted environment to rapidly build, test, and expose custom tools for your agents without constant redeployment.
Not ideal if you are looking for a ready-to-use, feature-complete agent orchestration product or a simple chat interface for basic prompt testing.
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Language
Java
License
Apache-2.0
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Last pushed
Feb 25, 2026
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