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PentestAgent is an AI agent framework that automates black-box security testing, bug bounty, red-team, and penetration testing workflows. It integrates with LLMs via LiteLLM, supports MCP tools, and can run pentesting utilities in isolated Docker containers for safe, autonomous vulnerability discovery.