Red Teaming Python Packages

dirsearch

Web path scanner

xsafeclaw

Introducing XSafeClaw: The Open-Source Agent Safety Platform from Fudan University

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.

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.

ziran

自然 ZIRAN is an open-source security testing framework for AI agents. It discovers dangerous tool chain compositions via knowledge graph analysis, detects execution-level side effects (not just text output), and runs multi-phase trust exploitation campaigns that model real attacker behaviour.

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.

agentic-radar

A security scanner for your LLM agentic workflows

aiverify-moonshot

Moonshot - A simple and modular tool to evaluate and red-team any LLM application.

redlite

Opinionated tool for benchmarking Conversational Language Models

artkit

This section of the documentation provides detailed information

forcefield

Zero-dependency AI security library -- prompt-injection detection, PII redaction, content safety, rate limiting, abuse detection, tool governance, and security evals for LLMs in 3 lines of Python.

crucible-security

pytest for AI agents - Autonomous red-teaming, behavioral monitoring & security testing for LLM agents

basilisk-ai

Basilisk — Open-source AI red teaming framework with genetic prompt evolution. Automated LLM security testing for GPT-4, Claude, Grok, Gemini. OWASP LLM Top 10 coverage. 32 attack modules.

infiltr

RL-based LLM red-team framework with MITRE ATLAS reporting and CI-ready outputs

projectmoonshot-imda

Moonshot - A simple and modular tool to evaluate and red-team any LLM application.

probeagent-ai

Offensive security testing for AI agents

soweak

LLM Security & Prompt Injection Detection Library - OWASP Top 10 for LLM Applications 2025 vulnerability scanner for AI/ML pipelines, LangChain, OpenAI, and Google ADK integrations

llama-index-forcefield

ForceField Python SDK -- AI security in 3 lines of code. Prompt injection detection, PII redaction, security evals, tool governance. GitHub Action, pre-commit hook, Homebrew, VS Code extension.

ectoledger-sdk

Python REST SDK for EctoLedger - The Cryptographic Veto Engine for AI Agents

spyhunt

A comprehensive network scanning and vulnerability assessment tool designed for security professionals

langchain-forcefield

ForceField Python SDK -- AI security in 3 lines of code. Prompt injection detection, PII redaction, security evals, tool governance. GitHub Action, pre-commit hook, Homebrew, VS Code extension.

pydefend

AI security guardrails for LLM applications — scan inputs and check outputs with Claude, OpenAI, Gemini, Azure, or Ollama.

doomarena-taubench

DoomArena is a Framework for Testing AI Agents Against Evolving Security Threats

doomarena

DoomArena is a Framework for Testing AI Agents Against Evolving Security Threats