Ai Red Team Python Packages

giskard

🐢 Open-Source Evaluation & Testing library for LLM Agents

agent-action-guard

🛡️ Safe AI Agents through Action Classifier

aisploit

🤖🛡️🔍🔒🔑 Tiny package designed to support red teams and penetration testers in exploiting large language model AI solutions.

agentic-security

Agentic LLM Vulnerability Scanner / AI red teaming kit 🧪

agentprobe-injection

Defense evaluation harness for LLM agents — measure resistance to indirect prompt injection and compare defense effectiveness (delimiter, sandwich, screening, etc.)

rlm-toolkit

AI Security Platform: Defense (61 Rust engines + Micro-Model Swarm) + Offense (39K+ payloads)

sentinel-llm-security

AI Security Platform: Defense (61 Rust engines + Micro-Model Swarm) + Offense (39K+ payloads)

scbe-aethermoore

Hyperbolic Geometry AI Safety Framework with 14-Layer Architecture

scbe-agent-bus

SCBE agent-bus: Python surface over the SCBE governed event runner. Routes AI/human/AI events through the harmonic-wall pipeline, wraps the workspace audit chain (formation/ingest/export/verify/import/lineage/report), and the trap-in-good-loops dispatch surface (free-only: offline echo + local Ollama).

colony-probe

colony-probe is a defensive prompt-confidentiality audit tool that tests whether a deployment leaks its hidden system prompt through ordinary-looking multi-turn questions. It runs a multi-turn probe of individually innocuous queries and estimates how much of the system prompt can be reconstructed from the answers. Authorized defensive use only.

hermes-jailbreak-bench

Automated jailbreak testing CLI — run a battery of known attack patterns against any LLM endpoint

mseep-agentic-security

Agentic LLM Vulnerability Scanner / AI red teaming kit 🧪

hermes-jailbench

Automated jailbreak testing CLI — run a battery of known attack patterns against any LLM endpoint

voigt-kampff

Voigt-Kampff — a behavioral safety scoring engine for AI systems. Part of the SAPIEN Framework.

scbe-govern

SCBE L12 harmonic wall governance SDK — drop-in safety layer for any AI agent framework

langalf

Agentic LLM vulnerability scanner