skyvern

🐉 Automate Browser-based workflows using LLMs and Computer Vision 🐉 Skyvern automates browser-based workflows using LLMs and computer vision. It provides a Playwright-compatible SDK that adds AI functionality on top of playwright, as well as a no-code workflow builder to help both technical and...

redteam-ai-benchmark

Red Team AI Benchmark Russian version: README.ru.md Red Team AI Benchmark is a CLI model-evaluation benchmark. It measures how LLMs understand and respond to red-team questions and security scenarios; it is not a tool for carrying out those activities. Version 2 uses a rubric-based dataset instea...

CyberStrike

English | 简体中文 | 繁體中文 | 한국어 | Deutsch | Español | Français | Italiano | Dansk | 日本語 | Polski | Русский | Bosanski | العربية | Norsk | Português Brasil | ไทย | Türkçe | Українська | বাংলা | Ελληνικά | Tiếng Việt | हिन्दी The first open-source AI agent built for offensive security. Automated...

xalgorix

Xalgorix — Open-source AI pentester that proves vulnerabilities Most scanners detect. Xalgorix proves. An autonomous LLM agent works a full pentest methodology, then an independent verifier re-exploits every finding before it's reported — so you get proof, not a pile of maybes to triage...

METATRON

METATRON AI-powered penetration testing assistant using local LLM on linux Parrot OS 🔱 METATRON AI-Powered Penetration Testing Assistant 📌 What is Metatron? Metatron is a CLI-based AI penetration testing assistant that runs entirely on your local machine — no cloud, no API keys, no subscriptions...

ADBloodHound-AI

ADBloodHound-AI AI-Powered Active Directory Attack Path Analysis Analyse de chemins d'attaque Active Directory avec Intelligence Artificielle English | Francais Architecture +---------------------------+ | BloodHound JSON Export | | users, groups, ACLs | +-------------+-------------+ | v...

opencode

The open source AI coding agent. English | 简体中文 | 繁體中文 | 한국어 | Deutsch | Español | Français | Italiano | Dansk | 日本語 | Polski | Русский | Bosanski | العربية | Norsk | Português Brasil | ไทย | Türkçe | Українська | বাংলা | Ελληνικά | Tiếng Việt Installation YOLO curl -fsSL...

anamnesis-release

Anamnesis: LLM Exploit Generation Evaluation This repository contains the evaluation framework for studying how LLM agents generate exploits from vulnerability reports in the presence of exploit mitigations. Given a bug report and proof-of-concept trigger, agents analyze vulnerable software and...

llm-circuit-finder

llm-circuit-finder I replicated Ng's RYS method and found that duplicating 3 specific layers in Qwen2.5-32B boosts reasoning by 17% and duplicating layers 12-14 in Devstral-24B improves logical deduction from 0.22→0.76 on BBH — no training, no weight changes, just routing hidden states through th...

garak

garak, LLM vulnerability scanner Generative AI Red-teaming & Assessment Kit garak checks if an LLM-backed application can be made to fail in a way we don't want. garak probes for hallucination, data leakage, prompt injection, misinformation, toxicity generation, jailbreaks, and many other...

pentestagent

PentestAgent AI Penetration Testing https://github.com/user-attachments/assets/a67db2b5-672a-43df-b709-149c8eaee975 Requirements Python 3.10+ API key for OpenAI, Anthropic, or other LiteLLM-supported provider Install Clone git clone https://github.com/GH05TCREW/pentestagent.git cd pentestagent...

threat-modeling-mcp-server

Threat Modeling MCP Server A Model Context Protocol MCP server for comprehensive threat modeling with guided code validation. Table of Contents Overview Quick Start Prompts Key Features Prerequisites Installation Running with Kiro CLI Output File Management Quick Reference Tools Overview Threat...

jadx-ai-mcp

JADX-AI-MCP Part of Zin MCP Suite ⚡ Fully automated MCP server + JADX plugin built to communicate with LLM through MCP to analyze Android APKs using LLMs like Claude — uncover vulnerabilities, analyze APK, and reverse engineer effortlessly. ⭐ Contributors Thanks to these wonderful people for thei...

recipe-blog-encoding

recipe-blog-encoding !WARNING This project is entirely vibe-coded likely partially plagiarized from this repository and the author is a dumb-dumb who just thought the idea was funny Use SEO-gaming recipe preambles as a vehicle for encoding secret messages the prompt can really be anything though,...

BoxPwnr

BoxPwnr A fun experiment to see how far Large Language Models LLMs can go in solving CTF challenges and security labs on their own. It started with HackTheBox and now covers many platforms and agentic solvers. BoxPwnr provides a plug and play system that can be used to test performance of differe...

autoguardrails

autoguardrails Open source by Santander AI Lab. An LLM / AI-safety guardrail research library / evaluation harness autoresearch-style: it searches over a single mutable policy.md surface to minimize attack success rate ASR against a fixed evaluation suite, with a benign-pass floor. Part of...

socbench

socbench Benchmark frontier reasoning LLMs as SOC agents on raw NetFlow data. socbench benchmarks frontier reasoning models as SOC agents: each model runs a bounded multi-turn agent loop against a deterministic, pre-indexed NetFlow corpus, with persona-scoped read-only tools, fixed dollar caps pe...

redthread

RedThread Find the exploit. Judge it. Draft the fix. Prove what changed. RedThread is a CLI-first framework for testing LLM systems, validating failures, and turning confirmed vulnerabilities into evidence-backed defense candidates. It is built for teams who need more than a one-off jailbreak dem...

supply-chain-monitor

Supply Chain Monitor Automated monitoring of the top PyPI and npm packages for supply chain compromise. Polls both registries for new releases, diffs each release against its predecessor, and uses an LLM via Cursor Agent CLI to classify diffs as benign or malicious. Malicious findings trigger a...

BoxPwnr-Traces

BoxPwnr-Traces BoxPwnr traces and benchmark results across multiple security platforms. Each trace includes the full LLM interaction, commands executed, a markdown report + attack graph, stats and config used. Browse leaderboards, replay runs in an interactive web viewer, and read AI-generated...