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Awesome-omni-skill ai-powered-pentesting

Guide for AI-powered penetration testing tools, red teaming frameworks, and autonomous security agents.

install
source · Clone the upstream repo
git clone https://github.com/diegosouzapw/awesome-omni-skill
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/diegosouzapw/awesome-omni-skill "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/data-ai/ai-powered-pentesting" ~/.claude/skills/diegosouzapw-awesome-omni-skill-ai-powered-pentesting-12327b && rm -rf "$T"
manifest: skills/data-ai/ai-powered-pentesting/SKILL.md
source content

AI-Powered Pentesting & Red Teaming

Scope

Use this skill when working on:

  • AI/LLM-powered penetration testing tools
  • Autonomous security agents
  • AI red teaming frameworks
  • MCP (Model Context Protocol) security tools
  • AI-assisted vulnerability discovery

AI Pentesting Tool Categories

LLM-Powered Pentesting Agents

  • PentestGPT - GPT-4 powered pentesting
  • HackingBuddyGPT - Autonomous red teaming
  • AI-OPS - AI assistant for pentesting
  • BugTrace-AI - Automated web pentesting

AI Red Teaming Frameworks

  • Counterfit (Microsoft) - ML model attacks
  • PyRIT (Microsoft) - GenAI red teaming
  • PurpleLlama (Meta) - LLM safety tools
  • Garak (NVIDIA) - LLM vulnerability scanner

AI Security MCP Tools

  • HexStrike AI - 150+ cybersecurity tools via MCP
  • MCP Safety Scanner - MCP security testing
  • Pentest MCP - Pentesting via MCP

AI-Assisted Analysis

  • GhidraGPT - GPT for reverse engineering
  • GhidrAssist - LLM extension for Ghidra
  • WinDbg Copilot - AI debugging extension
  • BurpGPT - AI vulnerability scanning

Use Cases

Offensive

  • Automated reconnaissance with AI analysis
  • AI-powered vulnerability discovery
  • Autonomous exploitation attempts
  • Social engineering with LLMs
  • AI password cracking

Defensive

  • AI-powered threat detection
  • Automated security scanning
  • Intelligent log analysis
  • AI-assisted incident response

Where to Add Links in README

  • AI pentesting tools: 
    AI Pentesting & Red Teaming → AI-Powered Pentesting
  • Red teaming frameworks: 
    AI Pentesting & Red Teaming → AI Red Teaming Tools
  • MCP security tools: 
    AI Pentesting & Red Teaming → AI Security MCP Tools
  • AI RE/debugging tools: 
    AI Security Tools & Frameworks → AI Reverse Engineering
  • AI vulnerability scanners: 
    AI Security Tools & Frameworks → AI Vulnerability Detection
  • AI CVE analysis: 
    AI Security Tools & Frameworks → AI CVE Analysis

Quality Bar

  • Tool must use AI/ML (not just automation)
  • Prefer tools with active maintenance
  • Include only canonical repos

Notes

Keep additions:

  • AI-powered (not traditional tools)
  • Non-duplicated URLs
  • Minimal structural changes

Data Source

For detailed and up-to-date resources, fetch the complete list from:

https://raw.githubusercontent.com/gmh5225/awesome-ai-security/refs/heads/main/README.md

Use this URL to get the latest curated links when you need specific tools, papers, or resources not covered in this skill.