spring-ai-playground
Active·★ 145·Apache-2.0·Updated 2026-09-22
Spring AI Playground is a cross-platform desktop app for building, testing, validating, and executing MCP tools in a controlled local environment. It enforces a 'No Pass, No Run' workflow where tools must pass local tests before being exposed to agents. It provides a built-in MCP server, secure secret management, and supports multiple platforms.
#agentic-chat#ai-agents#ai-playground#low-code-platform#mcp-client#mcp-server#mcp-servers#rag
01
Features
01Built-In MCP Server
02No Pass, No Run Workflow
03Executable Tool Validation
04Secure Secret Management
05OS-Independent Tool Runtime
02
Compatibility
Windows
Windows
Verified via docs
macOS Apple Silicon
macOS (ARM)
Verified via docs
macOS Intel
macOS (Intel)
Verified via docs
Linux DEB
Linux (DEB)
Verified via docs
Linux RPM
Linux (RPM)
Verified via docs
03
Quick start
1
$ git clone https://github.com/spring-ai-community/spring-ai-playground.git
04
Use cases
↳Building and validating MCP tools locally
↳Integrating MCP tools into agent environments like Claude Desktop or Cursor
↳Testing tools before reuse in MCP-compatible hosts and clients
05
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