AI-Powered Pentesting & Red Teaming

Scope

• 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

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

Data Source

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