AgentSkillsCN

ai-powered-pentesting

AI 驱动的渗透测试工具、红队框架与自主安全代理的指南。

SKILL.md
--- frontmatter
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:

code
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.