spring-ai-playground

active

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.

Code-only MCP server: no hosted endpoint, so you install and run it yourself. It is not probed, graded or counted in our reachability statistics.

Get it

Repository: github.com/spring-ai-community/spring-ai-playground
License: Apache-2.0
Last update: 2026-11-03
GitHub stars: ★ 146
Homepage: spring-ai-community.github.io/spring-ai-playground/

agentic-chat ai-agents ai-observability ai-playground mcp mcp-client mcp-server rag tool-development tool-sandbox tool-validation

Listed in

github · source

Run this server as a hosted endpoint? Submit the endpoint and it moves to the remote directory, where it is probed and graded.