README.md

June 17, 2026 · View on GitHub

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Introduction

Scanners Box is a curated arsenal of 9,000+ ⭐ open-source cybersecurity treasures — with a special focus on AI-driven automated security agents and Red Team / Blue Team tooling. All tools feature source code available, covering 10+ categories from subdomain enumeration to IoT auditing, mobile analysis, smart contract scanning, and cloud security.

Project A³C

A³C — Autonomous AI Certification

Status: Active Type: Open Source

A³C Scanner-Box Authenticated

Projects displaying the A³C badge are officially certified by Scanners Box as trusted, active AI-powered autonomous projects.

The A³C badge is Scanners Box's official certification for open-source AI-powered autonomous projects — verified, active, and trusted tools powered by artificial intelligence.

Visit Project A³C

Contents


AI Autonomous Cybersecurity Agents

  • https://github.com/oritera/Cairn - A general-purpose state-space search engine validated on autonomous penetration testing — no predefined roles or workflows, purely goal-driven pathfinding

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  • https://github.com/KeygraphHQ/shannon - Autonomous white-box AI pentester for web apps & APIs — analyzes source code, identifies attack vectors, and executes real exploits pre-production

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  • https://github.com/SanMuzZzZz/LuaN1aoAgent - LuaN1ao (鸾鸟) - A next-generation Autonomous Penetration Testing Agent powered by LLMs, integrating P-E-R Agent Collaboration with Causal Graph Reasoning to simulate security expert thinking patterns

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  • https://github.com/Ed1s0nZ/CyberStrikeAI - An AI-native security testing platform in Go, integrating 100+ tools, intelligent orchestration, role-based testing, skills system, full lifecycle management, and a built-in lightweight C2 framework for authorized engagements

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LLM-Powered Vulnerability Scanners

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  • https://github.com/vercel-labs/deepsec - An agent-powered vulnerability scanner for on-demand review of all code in existing large-scale repos, surfacing hard-to-find issues that have been lurking in applications for a long time

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Security Auditing for AI Apps

  • https://github.com/leondz/garak - LLM vulnerability scanner for hallucination, data leakage, promp injection, misinformation, toxicity generation, jailbreaks, and many other weaknesses

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AI Agent Runtime Controls

  • https://github.com/agentkitai/agentgate - Approval workflow engine for AI agents — define policies to auto-approve safe actions, auto-deny dangerous ones, and route the rest to a human via dashboard, Slack, Discord, or email

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Security Auditing for Agent Skills

  • https://github.com/NVIDIA/SkillSpector - Security scanner for AI agent skills — detect vulnerabilities, malicious patterns, and security risks before installing agent skills (Claude Code, Codex CLI, Gemini CLI, etc.)

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  • https://github.com/cisco-ai-defense/skill-scanner - A best-effort security scanner for AI Agent Skills — detects prompt injection, data exfiltration, and malicious code patterns via pattern-based detection (YAML+YARA), LLM-as-a-judge, and behavioral dataflow analysis. Supports OpenAI Codex Skills, Cursor Agent Skills, and Claude Code commands.

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Autonomous Vulnerability Discovery and Remediation Skills

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Scanners for Smart Contracts

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Red Team vs Blue Team

Supply Chain Analysis(SCA)

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Container and Cluster

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Services fingerprint detection

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Man-In-The-Middle

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The framework

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Wireless Pentest

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Mobile Apps Packages Analysis

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Binary Executables Analysis

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Privacy Compliance

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Subdomain Enumeration or Takeover

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Database SQL Injection Vulnerability or Brute Force

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Weak Usernames or Passwords Enumeration For Web

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IoT Hardware Automated Audit

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  • https://github.com/bahaabdelwahed/st - An advanced security tool engineered specifically to scrutinize and detect threats within the intricate protocols utilized by IoT (Internet of Things) devices

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Mutiple types of Cross-site scripting Detection

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  • https://github.com/stamparm/DSXS - A fully functional cross-site scripting vulnerability scanner,supporting GET and POST parameters,and written in under 100 lines of code

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Enterprise sensitive information Leak Scan

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Malware Detection

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Vulnerability Assessment for Middleware

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Special Vulnerability Categories Scanners for Web

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Dynamic or Static Code Analysis

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Modular Design Scanners or Vulnerability Detecting Framework

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  • https://github.com/er10yi/MagiCude - A scanner based on the Spring Boot micro-service,supports distributed port (vulnerability) scanning, asset security management, real-time threat monitoring and notification, vulnerability lifecycle, vulnerability wiki, email notification, etc

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  • https://github.com/smallcham/sec-admin - SEC can be used for enterprises to scan and check the security of server resources which has strong controllability, supports distributed multi-node deployment

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Advanced Persistent Threat Detect

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Why Create This Collection?

The purpose of this collection is to provide various types of open-source security scanners that can help companies to be more safer.

Commit Convention

This project follows Conventional Commits for commit messages:

TypeDescription
feat(scanner): xxxAdd a new scanner
fix(scanner): xxxUpdate scanner info
remove(scanner): xxxRemove a scanner
feat(category): xxxAdd a new category
remove(category): xxxRemove a category
docs(credits): xxxUpdate acknowledgments
chore: xxxOther changes

Authors

Wester(Twitter @Zhiyang Zeng) & Martin(Twitter @Martin Chow)

The scanners provided by this project are for research and study purposes only, and you must obey the laws and regulations of your country during use. If you are a Chinese citizen, please ensure you are obedient to The Cyber Security Law of the People's Republic of China, and please do not break the article 286 of the Criminal Law of the People's Republic of China for the regulation on the crime of destroying computer systems. At last, I would like to point out to you that you must be fully held responsible duty for any consequence that may arise.

How to contribute?

If you have any questions about this project ,or you have found some valuable scanners, please feel free to tell us :)

License

The content of this Repository is released under the <CC BY-NC-ND 4.0> license.

It's happy to see that this repository has been widely spreaded in information security community, but I hope everyone could at all times respect knowledge and our efforts, so please specify reproduced from https://github.com/We5ter/Scanners-Box in your articles, and please do not republish this article for profit.

Sponsors


Albert

Your name here

  Buy Me A Coffee

Acknowledgments

We would like to thanks the following security researchers for their valuable feedbacks amd suggestions.

  • @0c0c0f
  • @藏形匿影
  • @Mottoin team
  • @BlackHole
  • @CodeColorist
  • @3xp10it
  • @re4lity
  • @s0md3v
  • @boy-hack
  • @marsII
  • @tom0li
  • @hksanduo
  • @alexlauerman
  • @MedivhMT
  • @TideSec
  • @0xHJK
  • @j3ssie
  • @Luci-d
  • @cnlnn
  • @yunxu1
  • @saeeddhqan
  • @Sofiane Lounici
  • Owen Garrettz@deepfence

Stargazers

GitHub Stars

Star History Chart

©Monster Zero Team 2017-2026