PentAGI: Fully Autonomous AI Agents for Penetration Testing

Stop manually running Nmap scans; let an autonomous agent do it for you.

Manual penetration testing is a massive bottleneck in the development lifecycle. Security professionals often spend hours chaining together fragmented tools, while developers struggle to keep up with the constant need for vulnerability assessments. Furthermore, using SaaS-based scanners often forces you to send sensitive target data to third-party vendors, creating unnecessary privacy and compliance risks.

PentAGI (by vxcontrol) changes the game by turning your infrastructure into an autonomous, self-hosted red team. It is an open-source platform designed to automate the entire offensive security loop—from initial reconnaissance to final reporting—all within a secure, sandboxed environment.

PentAGI stands out because it treats security as an agentic workflow rather than a static script. Here is why it is becoming a staple for security-conscious engineering teams:

PentAGI is built to be deployed quickly on any Linux machine with Docker and Docker Compose installed. Follow these steps to get your environment ready:

# Create a dedicated directory mkdir -p pentagi && cd pentagi # Download the latest installer wget -O installer.zip https://pentagi.com/downloads/linux/amd64/installer-latest.zip unzip installer.zip # Run the interactive installer sudo./installer # Launch the service docker compose up -d Enter fullscreen mode Exit fullscreen mode How to Use It in Real Life (Step-by-Step Walkthrough) Once the containers are running, PentAGI provides a modern web UI for orchestrating your agents. Here is how to run your first assessment:

PentAGI is more than just a scanner; it is an autonomous security engineer that lives in your infrastructure. By leveraging agentic reasoning and containerized isolation, it provides a repeatable, transparent, and private way to secure your applications. Start by cloning the repository and testing it in a controlled lab environment today.

What is PentAGI? PentAGI is an open-source, fully autonomous AI agent system designed to perform complex penetration testing tasks. It leverages LLMs to automate reconnaissance, scanning, and exploitation within a secure, sandboxed environment.

How do I install PentAGI? You can install it by downloading the official installer from the PentAGI website or by cloning the GitHub repository and using Docker Compose. The installer is recommended for most users as it guides you through system checks and configuration.

Is PentAGI safe to use on my own targets? Yes, PentAGI is designed for safety; all operations are performed within isolated Docker containers to ensure the host machine remains untouched. It is a self-hosted solution, meaning no data ever leaves your infrastructure.

Which LLMs does PentAGI support? PentAGI supports over 12 LLM providers, including OpenAI, Anthropic, Google Gemini, AWS Bedrock, and local models via Ollama. You can configure your preferred provider during the initial setup process.

Do I need to be a security expert to use it? While it is built for security professionals, the platform's intuitive UI and autonomous capabilities make it accessible for developers and tech builders to automate routine security workflows. However, users should always operate within legal and ethical boundaries.

Where can I find the source code? The official source code is hosted on GitHub at https://github.com/vxcontrol/pentagi. You can find documentation, installation guides, and community links directly within the repository.