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spring-ai-playground

spring-ai-playground

New Developer Tools Open Source

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 deskto

Free
Pricing Model
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. - spring-ai-community/spring-ai-playground

spring-ai-playground at a Glance

Pricing
Free
How you use it
Cross-platform desktop app; also available as a Docker image or JAR, with MCP server modes.
Who it's for
Developers building MCP tools and teams running MCP tools in agent host environments.
Works with
Claude Desktop Claude Code Cursor Ollama OpenAI

spring-ai-playground Key Features

  • Agent chat with RAG
  • Built-in MCP server
  • Execution observability
  • Local tool execution
  • MCP tool validation

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