Meet PentAGI: The Autonomous AI Swarm Redefining Modern Penetration Testing

by Nam Phong · April 9, 2026

PentAGI

PentAGI is an innovative tool for automated security testing that leverages cutting-edge artificial intelligence technologies. The project is designed for information security professionals, researchers, and enthusiasts who need a powerful and flexible solution for conducting penetration tests.

Features

Secure & Isolated. All operations are performed in a sandboxed Docker environment with complete isolation.
Fully Autonomous. AI-powered agent that automatically determines and executes penetration testing steps with optional execution monitoring and intelligent task planning for enhanced reliability.
Professional Pentesting Tools. Built-in suite of 20+ professional security tools including nmap, metasploit, sqlmap, and more.
Smart Memory System. Long-term storage of research results and successful approaches for future use.
Knowledge Graph Integration. Graphiti-powered knowledge graph using Neo4j for semantic relationship tracking and advanced context understanding.
Web Intelligence. Built-in browser via scraper for gathering latest information from web sources.
External Search Systems. Integration with advanced search APIs including Tavily, Traversaal, Perplexity, DuckDuckGo, Google Custom Search, Sploitus Search and Searxng for comprehensive information gathering.
Team of Specialists. Delegation system with specialized AI agents for research, development, and infrastructure tasks, enhanced with optional execution monitoring and intelligent task planning for optimal performance with smaller models.
Comprehensive Monitoring. Detailed logging and integration with Grafana/Prometheus for real-time system observation.
Detailed Reporting. Generation of thorough vulnerability reports with exploitation guides.
Smart Container Management. Automatic Docker image selection based on specific task requirements.
Modern Interface. Clean and intuitive web UI for system management and monitoring.
Comprehensive APIs. Full-featured REST and GraphQL APIs with Bearer token authentication for automation and integration.
Persistent Storage. All commands and outputs are stored in PostgreSQL with pgvector extension.
Scalable Architecture. Microservices-based design supporting horizontal scaling.
Self-Hosted Solution. Complete control over your deployment and data.
Flexible Authentication. Support for 10+ LLM providers (OpenAI, Anthropic, Google AI/Gemini, AWS Bedrock, Ollama, DeepSeek, GLM, Kimi, Qwen, Custom) plus aggregators (OpenRouter, DeepInfra). For production local deployments, see our vLLM + Qwen3.5-27B-FP8 guide.
API Token Authentication. Secure Bearer token system for programmatic access to REST and GraphQL APIs.
Quick Deployment. Easy setup through Docker Compose with comprehensive environment configuration.

Install & Use

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