Security & Testing AI Agents
Compare the best open-source AI agents for security & testing. Scanners, pentest helpers and test automation. Ranked by GitHub stars, with install commands, what each one can touch and scan reports where available.
AutoCVE
Agent-driven automated CVE discovery platform for source code auditing, vulnerability verification, and report generation.
Testzeus Hercules
Hercules is the world’s first open-source testing agent, enabling UI, API, Security, Accessibility, and Visual validations – all without code or maintenance. Automate testing effortlessly and let Hercules handle the heavy lifting! ⚡
Cybermes
Autonomous Offensive Security, Bug Bounty & Red Teaming Agent Framework powered by Hermes Agent, specialized reasoning skills, and multi-model LLM orchestration.
Pentestcode
PentestCode - Multi-agent AI penetration testing system with persistent engagement state, strategic coordination, and parallel autonomous operations.
WindowsAgentArena
Windows Agent Arena (WAA) 🪟 is a scalable OS platform for testing and benchmarking of multi-modal AI agents.
Flounder
Autonomous white-hat security auditor for AI-driven code review, bug bounty research, exploit construction, and execution-grounded verification.
Sapper V2
Autonomous pentest legion — AI commander + worker swarm + layered fact-intent graph. 3rd Tencent Intelligent Attack-Defense online champion (634 teams · 8h unattended · 1B tokens beat 4.5B). The Nüwa Test: give AIs Create/Language/History, let a civilization grow.
Redcell
AI red-team platform. Autonomous LLM agents run a penetration test end to end inside a Kali container and write the report. LangGraph plan/act engine, provider-agnostic models via LiteLLM, PDF/JSON/SARIF output. FastAPI + React.
Clawdstrike
Agentic AI EDR for developer workstations and autonomous agent swarms. Build Swarm Detection & Response platforms with Clawdstrike.
Vizra Adk
Build, test, and deploy intelligent AI agents the Laravel way
SecurityClaw
A modular, skill-based autonomous Security Operations Center (SOC) agent that monitors OpenSearch/Elasticsearch data, builds RAG-based behavioral memory, and validates real-time anomalies using LLMs.
Claude Hooks
Lasso security integrations for Claude Code, including prompt-injection defenses
Artex Ko Plus
ARTEX 한국어판 ·AI 기반 침해사고 대응 기능 추가 (upstream: Autumn-27/ARTEX, AGPL-3.0)
Webqa Agent
Autonomous web browser agent that audits performance, functionality & UX for engineers and vibe-coding creators. 网站自主评估测试 Agent,支持 GUI/CLI 一键完成性能、功能使用与交互体验的测试评估
Watchtower
Watchtower is a simple AI-powered penetration testing automation CLI tool that leverages LLMs and LangGraph to orchestrate agentic workflows that you can use to test your websites locally. Generate useful pentest reports for your websites.
Vulnerator AI
Autonomous OODA-loop pentesting agent. Hermes brain, Kali + Playwright tools over MCP, ATT&CK as the Orient language.
Sec Af
AI-native code security auditor on AgentField that proves exploitability with verdicts, traces, and actionable evidence.
AISquare Studio QA
Setting up QA testing agents using playwright and crewAI
Pentestkit
Autonomous multi-agent pentest framework — plans, exploits, verifies (proof-required), CVSS-scores and writes client-ready reports. 104/104 (100%) on the XBOW validation benchmarks, powered by Kimi K3.
PCLA
PCLA: A framework for testing autonomous agents in the CARLA simulator
Threatswarm
27 scope-enforced AI agents that run the full pentest kill-chain (recon → exploit → post-ex → DFIR → report) as a one-command Claude Code plugin. Backed by 754 MITRE-mapped skills.
Spec2case
Spec2Case 是生产级 AI 测试用例生成智能体,支持图片/文本需求理解、人工确认、LangGraph 流程编排和 Excel 用例导出。
AgentWard
AgentWard – Built for all, hardened for OpenClaw.
Clawmoat
The open-source agent firewall. Prevent AI agents from leaking data, using dangerous tools, and importing poisoned dependencies.
List refreshed November 15, 2026. Data comes from public GitHub repositories.