Jailbreak Python Packages

llamator

Red Teaming python-framework for testing chatbots and GenAI systems.

prompt-armor

Open-source prompt injection detector — 5 layers, 91.7% F1, ~27ms, offline, Apache 2.0

basilisk-ai

LLM/AI Application Red Teaming Framework — Break Every Mind

hb-firewall

Multi-tier firewall for AI agents — prompt injection, jailbreak, and scope violation protection

humanbound-firewall

Multi-tier firewall for AI agents — prompt injection, jailbreak, and scope violation protection

semanticshield

SemanticShield library

promptshields

Production-Grade LLM Security Framework - Protect against prompt injection, jailbreaks, and data leakage

last-layer

Ultra-fast, low latency LLM prompt injection/jailbreak detection ⛓️

aiandme

ai&me library for inetgration with the platform. Supports also the open source version of the firewall.

lockllm

Official Python SDK for LockLLM

easyjailbreak

Easy Jailbreak toolkit

basin-benchmark

Behavioral Attractor Stability & Inversion Network — benchmark for the Waluigi Effect in LLMs

inferwall

AI application firewall for LLM-powered apps — multi-layered detection (heuristic, ML classifier, semantic, LLM-judge) against prompt injection, jailbreaks, and data leakage - inferwall.com

hermes-jailbench

Jailbreak regression benchmark for LLM endpoints with repeatable known-pattern attacks and deterministic scoring

hermes-jailbreak-bench

Jailbreak regression benchmark for LLM endpoints with repeatable known-pattern attacks and deterministic scoring

extraire

Dumps onboard SHSH blobs with a valid generator for jailbroken iOS devices

apt-ios-repo

Python library to manage and query APT repositories from iOS Jailbreak community

oubliette-dungeon

Standalone AI Red Team Engine - automated adversarial testing for LLM applications

ipsw-me

Simple & lightweight IPSW.me API wrapper written in Python