Monday, December 22, 2025

Spring AI Playground: A Self-Hosted Web UI for Low-Code AI Development with Real-Time MCP Server Integration and Dynamic Workflow Capabilities

Unlock the Power of AI with Spring AI Playground

The Spring AI Playground is your go-to platform for developing low-code AI tools and executing them seamlessly via a built-in Model Context Protocol (MCP) server. Unlike traditional AI playgrounds that stop at prompting, this platform transforms static conversations into actionable tools.

Key Features:

  • Low-Code Tool Development: Create AI tools using JavaScript directly in the browser.
  • Dynamic MCP Hosting: Build and expose tools in real-time with no restart or redeployment.
  • Integrated Testing Hub: Validate prompts and retrieval-augmented generation (RAG) workflows in one environment.
  • Versatile Model Support: Switch between major AI providers like OpenAI and Ollama effortlessly.

Why Choose Spring AI Playground?

  • Immediate Tool Exposure: Tools are registered dynamically, making them instantly available to clients.
  • User-Friendly Interface: Navigate easily through tool inspection and execution.

Dive into a new era of AI innovation!

🔗 Explore Spring AI Playground here, and let’s redefine AI together! Please share your thoughts and experiences in the comments below!

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