| name | ai-powered-pentesting |
| description | Guide for AI-powered penetration testing tools, red teaming frameworks, and autonomous security agents. |
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.
