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A little curiosity. A world of open source.
THE FIRST COLLECTIONAgentLeak is an open-source privacy testing tool for AI agents. It detects data leaks across tool calls, memory, and logs using a local Python SDK, CLI, and MCP tools, providing redacted reports and CI gates without cloud dependencies.
Strix is an open-source AI-powered penetration testing tool that uses autonomous agents to identify, validate, and fix application vulnerabilities through real proof-of-concept exploits.
garak is an open-source LLM vulnerability scanner from NVIDIA that probes generative AI models for hallucination, data leakage, prompt injection, toxicity, jailbreaks and other weaknesses, similar in spirit to nmap or Metasploit but for LLMs.
Agent Interlock is an agentic AI security framework that declares the actors and trust boundaries of an AI agent system, wraps each actor's tools through an SDK or proxy, and enforces MCP tool threats M1–M9 across observe, shadow and enforce stages, recording every verdict in an append-only ledger.
