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.