agentic-radar vs LLM Guard

Side-by-side comparison of two AI agent tools

Short answer

  • agentic-radar has had no commit in 10 months; LLM Guard is actively maintained (1 commits in the last 90 days).
  • LLM Guard is growing faster: +75 GitHub stars in the last 30 days vs +20 for agentic-radar.
  • Pick agentic-radar for: a security scanner for your LLM agentic workflows. Pick LLM Guard for: the Security Toolkit for LLM Interactions.

From GitHub data refreshed daily.

agentic-radaropen-source

A security scanner for your LLM agentic workflows

LLM Guardopen-source

The Security Toolkit for LLM Interactions

Metrics

agentic-radarLLM Guard
Stars1.1k3.2k
Star velocity /mo19.5238095238095374.92063492063491
Commits (90d)01
Releases (6m)00
Overall score0.223971183706991430.3401952307510513

Pros

  • +Specialized focus on LLM agentic workflow security vulnerabilities that traditional scanners miss
  • +Includes built-in visualization tools for clear security assessment reporting and analysis
  • +Integrates with popular frameworks like CrewAI and provides easy PyPI installation
  • +全面的安全覆盖：提供从输入净化到输出检测的完整安全链，包括数据泄露防护、有害内容检测和提示注入攻击防护
  • +生产就绪且易于集成：开箱即用的设计，支持Python库和API两种部署方式，可无缝集成到现有LLM工作流中
  • +模块化扫描器架构：提供多种专用扫描器（匿名化、代码检测、主题过滤等），可根据具体需求灵活配置和组合

Cons

  • -Appears to be a relatively new tool with limited documentation visibility from the provided materials
  • -May require specialized knowledge of agentic systems to effectively interpret and act on scan results
  • -持续开发状态：文档中提到仓库在不断改进和更新中，可能存在API变更或功能稳定性问题
  • -高级功能依赖性：使用更高级功能时需要自动安装额外的依赖库，可能增加部署复杂性
  • -Python版本要求：仅支持Python 3.9及以上版本，对旧版本Python环境不兼容

Use Cases

  • •Security assessment of autonomous AI agent systems before production deployment
  • •Compliance auditing for organizations using LLM-powered workflows in regulated industries
  • •Continuous security monitoring of agentic systems to detect emerging vulnerabilities
  • •企业级LLM应用安全防护：为生产环境中的聊天机器人、内容生成系统等添加安全防护层，防止敏感数据泄露
  • •提示注入攻击防护：保护LLM应用免受恶意用户通过精心构造的提示来绕过系统限制或获取未授权信息的攻击
  • •内容审核和合规性检查：对LLM生成的内容进行自动检测和过滤，确保输出符合企业政策和法规要求
View agentic-radar DetailsView LLM Guard Details

FAQ

Which is more popular, agentic-radar or LLM Guard?
LLM Guard has more GitHub stars (3,212 vs 1,057).
Which is more actively developed, agentic-radar or LLM Guard?
LLM Guard had more commits in the last 90 days (1 vs 0).
Should I use agentic-radar or LLM Guard?
Compare their capabilities, limitations and "best for" notes above. Both are open source, so trying each on a small task is the fastest way to decide.