PentestAgent is an AI agent framework designed for automated security testing workflows. It leverages LLMs via LiteLLM to plan and execute penetration tests, bug bounty hunting, and red-team operations. The framework integrates browser automation tools, knowledge graphs, and MCP compatibility to interact with targets during testing. It supports multiple LLM providers including OpenAI, Anthropic, and any OpenAI-compatible endpoint.