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.
Uses **GraalVM Polyglot** to execute JavaScript-defined tools directly within the JVM with configurable sandboxing, dynamically exposing them via built-in MCP server without restart. Integrates **Spring AI** with vector databases and chunking strategies for RAG pipelines, while connecting to external MCP servers for tool inspection and unified agentic reasoning across LLM providers (Ollama, OpenAI, compatible APIs).
Stars
98
Forks
28
Language
Java
License
Apache-2.0
Category
Last pushed
Feb 25, 2026
Commits (30d)
0
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