Observability & evals

Open-source tool that runs dynamic attacks against a GenAI app's system prompt to help harden it.

Open-source Python framework from Microsoft for finding risks in generative AI systems through red teaming.

Open-source LLM red teaming framework that simulates attacks to find vulnerabilities in AI apps and agents.

Python tool that scans MCP servers and their tools for security findings using YARA, LLM and AI Defense analysis.

Open-source LLM vulnerability scanner that probes models and apps for prompt injection, data leakage and jailbreaks.

Automated LLM fuzzer that tries jailbreak attacks against models and LLM APIs, including your own REST API.

Automated prompt injection scanner for custom LLM applications, with white-box and black-box testing modes.