spring-ai-playground

41/100

⭐ 116 stars 🔀 30 forks 🔧 Java 📄 Apache-2.0 🕐 2026-05-27

🤖 AI/MLagentic-chatai-agentsai-observabilityai-playgroundmcpmcp-clientmcp-serverrag

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.

📊 Score Breakdown

Recency9/20

Documentation6/15

Tests4/10

Auth/Security4/10

Star Velocity6/15

Security Audit6/15

Install Docs6/15

Language: Java

⚡ Install

# Clone and install
git clone https://github.com/spring-ai-community/spring-ai-playground
cd spring-ai-playground
npm install  # or: pip install -r requirements.txt

View on GitHub → 📖 README 🐛 Issues Browse All Servers

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About spring-ai-playground — spring-ai-playground is a 🤖 AI/ML MCP server with a quality score of 41/100 (D grade). It has ⭐116 GitHub stars, 🔀30 forks, and is written in Java. 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.

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