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spring-ai-playground
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spring-ai-playground

Active·★ 116·Apache-2.0·Updated 2026-05-27
★ Trending★ Workflow Automation★ RAG / Knowledge Base

Safe local execution layer for AI agent tools. Build, validate, and publish MCP tools with a no-pass-no-run workflow — cross-platform desktop app powered by Spring AI.

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
↗ Visit site★ GitHub
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

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
04

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Related searches

spring-ai-playground AlternativesBest RAG / Knowledge Base Tools 2026Open Source RAG / Knowledge Basespring-ai-playground Tutorialspring-ai-playground Vs Competitorsagentic-chatai-agentsai-playground

Comments

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  • H
    Hayden ChenMay 26, 2026

    Local execution safety layer prevents untested tools from reaching production.

  • A
    Aspen LewisMay 4, 2026

    Safe local execution layer for AI agent tools with MCP build and publish workflow.

  • Sam Rivera
    Sam RiveraMay 2, 2026

    Good for Spring AI developers who want to validate tools before deployment.

  • E
    Emerson WhiteMar 17, 2026

    Works with the Spring AI ecosystem for MCP tool development.

On this page
01Features02Compatibility03Use cases04Alternatives
Stats
GitHub Stars★ 116
Last commit3d ago
StatusActive
LicenseApache-2.0
CategoryRAG / Knowledge Base
Trend (30d)
+4.6↑ 0.8%
Links
Documentation↗Discussion↗Issues↗Releases↗

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