Red Teaming Python Packages

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Web path scanner

guardmeter

GuardMeter — benchmark, compare, and gate AI safety guards. pip install guardmeter

guardana-core

Open-source AI security verification for model artifacts, live endpoints, MCP servers, and recorded agent traces. Reproducible evidence for release decisions.

guardana-report

Open-source AI security verification for model artifacts, live endpoints, MCP servers, and recorded agent traces. Reproducible evidence for release decisions.

guardana-rules

Open-source AI security verification for model artifacts, live endpoints, MCP servers, and recorded agent traces. Reproducible evidence for release decisions.

guardana-cli

Open-source AI security verification for model artifacts, live endpoints, MCP servers, and recorded agent traces. Reproducible evidence for release decisions.

guardana-server

Open-source AI security verification for model artifacts, live endpoints, MCP servers, and recorded agent traces. Reproducible evidence for release decisions.

wallbreaker-hermes

Authorized LLM red-teaming fork with an opt-in native Hermes Agent laboratory.

agentic-radar

A security scanner for your LLM agentic workflows

mylonite

Open-source AI-layer security testing — probes your AI agent for weaknesses and writes a validated regression test for each one it finds, gating CI.

ziran

ZIRAN finds the vulnerabilities in AI agents that come from tools combining, not from any single prompt. Graph-based tool chain discovery, execution-level side-effect detection, multi-phase campaigns.

agentleak

Open-source privacy testing for AI agents. Python SDK, CLI and MCP tools to detect data leaks across tool calls, memory, inter-agent messages and logs, with redacted reports and CI gates.

hermia

Vendor-agnostic security evals for LLM inference stacks. Detects behavioral divergence across models, backends, and hardware.

pyadrecon-adws

An implementation of PyADRecon using ADWS instead of LDAP. Generates individual CSV files and a single XSLX + HTML report about your AD domain. Evades EDR detections through ADWS.

mcp-kitchen-sink

Open-source AI-layer security testing — probes your AI agent for weaknesses and writes a validated regression test for each one it finds, gating CI.

agentseal

Security toolkit for AI agents. Scan your machine for dangerous skills and MCP configs, monitor for supply chain attacks, test prompt injection resistance, and audit live MCP servers for tool poisoning.

aicu-scanner

Black-box security scanner for LLM applications — prompt injection, safety bypass, credential leakage

safelabs-eval

Red-teaming and evaluation framework for AI agents, built around an OWASP-inspired ASI01–ASI10 taxonomy

pyadrecon

Python3 implementation of ADRecon with support for NTLM and Kerberos authentication querying LDAP. Generates individual CSV files and a single XSLX + HTML report about your AD domain.

ai-blackteam

Automated LLM red-teaming framework. 1,028 attack techniques, reasoning-layer attacks, and five compliance scorecards (OWASP, MITRE ATLAS, EU AI Act). Vendor-neutral, GPL-3.0.

hermes-jailbench

Zero-LLM deterministic jailbreak regression benchmark: runs a repeatable battery of known-pattern attacks against an LLM endpoint and scores refusal/partial/compliance across runs. Catch when a model or prompt update silently got weaker. Single-turn, responsible-use. pip install hermes-jailbench

wrg-ai-security-toolkit

Offensive & defensive AI/LLM security tools, labs, CTF writeups, and research. Zero-dependency Python toolkit.

honeypot-auditor

Does This Look Like An Honeypot? (DTLLAH) Multi-protocol CLI that fingerprints whether a target IP behaves like an honeypot — using Honeyscore, active auth/state probes, and a weighted score.

sea-guard

GuardMeter — benchmark, compare, and gate AI safety guards. pip install guardmeter