spring-ai — security grade SAFE, quality 53/100

Security audit verdict: SAFE · quality 53/100

No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

by eazybytes · MCP Server · ★ 148

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

🔒 Is spring-ai safe to install? View the security audit →

About spring-ai

From Java Dev to AI Engineer: Spring AI Fast Track 🌱 Spring AI Course – Resources & Reference Links Welcome to the official GitHub repository for the Spring AI Course. This course helps you build intelligent applications using the Spring AI framework and integrate powerful LLMs like OpenAI into your Spring Boot apps. Below are some carefully curated reference links and tools used throughout the course. Bookmark this information for quick access during development and exploration. 📘 Official Documentation Spring AI Official Documentation The core reference for understanding Spring AI modules, configuration, and supported AI providers. OpenAI Platform Docs Learn how to use OpenAI's APIs including ChatGPT, GPT-4, embeddings, and more. 🤖 AI Providers & Runtimes Ollama Run open-source large language models (LLMs) locally on your machine with simple commands. AWS Bedrock Access foundation models from various providers via a fully managed AWS service. Docker Desktop Essential for running local AI model runtimes and Docker Compose setups used in the course. Docker Model Runner Use Docker’s official tool for running and managing AI models

llmmcpmcp-clientmcp-serverragspring-aispring-ai-chat-memoryspring-ai-mcpspring-ai-ollamaspring-ai-openai

Quick Facts

Stars148
Forks184
LanguageJava
CategoryMCP Server
Quality Score53.0148031464267/100
Open Issues2
Last Updated2026-06-29
Created2025-05-30
Platformscli, java, mcp
Est. Tokens~17k

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Frequently Asked Questions

What is spring-ai?

spring-ai is From Java Dev to AI Engineer: Spring AI Fast Track. It is categorized as a MCP Server with 148 GitHub stars.

What programming language is spring-ai written in?

spring-ai is primarily written in Java. It covers topics such as llm, mcp, mcp-client.

How do I install or use spring-ai?

You can find installation instructions and usage details in the spring-ai GitHub repository at github.com/eazybytes/spring-ai. The project has 148 stars and 184 forks, indicating an active community.

What are the best alternatives to spring-ai?

The top alternatives to spring-ai on Agent Skills Hub include mcp-zap-server, api2mcp4j, pluggedin-app. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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