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.