“Testing”

Open-source LLM observability and evaluation platform with agent tracing and test suites

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

Open-source platform to trace, test, evaluate and govern every LLM call and AI agent in production

Open-source LLM evaluation framework, similar to Pytest, for unit testing LLM apps and agents

Toolkit for evaluating LLM applications with objective metrics, test data generation and feedback loops

CLI that discovers agent components on a machine and scans MCP servers and skills for prompt injections.

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.

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