garak
6.2#10 in ai security testing toolsFree planFree planLinuxmacOSSelf-hostedWindows
Visit| Fact | garak | OpenSecureAI Scanner |
|---|---|---|
| Integrations | The project lists support for OpenAI, Hugging Face, Cohere, Replicate, AWS Bedrock, LiteLLM, REST-accessible models, and custom Python integrations. | The LLM Gateway can forward prompts to a selected OpenAI, Anthropic, xAI, or Groq provider/model and scan the response. |
| Purpose | garak is an LLM vulnerability scanner that probes language models and systems using them for security weaknesses. | OpenSecureAI describes its platform as tools, threat intelligence, and learning resources to protect AI systems from prompt injection, data poisoning, model theft, and emerging GenAI threats. |
garak suits developers and security teams assessing language-model outputs for listed weaknesses. It is a command-line tool, and its assessment scope is text output.
It suits AI application teams, agent and MCP developers, security and compliance reviewers, learners, and red-teamers. Developers seeking text-scanning tools with API and command-line options may find it relevant.