Top AI Repos — open-source AI, indexed and scored
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Autonomous penetration testing using a swarm of AI agents. Orchestrates recon, classification, exploitation, and reporting specialists with ReAct reasoning — supports bug bounty, continuous monitoring, and CTF modes. Built with Go, Claude API, and 7+ native security tools.
| Date | Stars |
|---|---|
| 2026-07-31 | 2128 |
| 2026-08-02 | 2145 |
| 2026-08-06 | 2145 |
Today
— stars today
This week
— stars this week
This month
— stars this month
Momentum
5.0
growth rate 0.00%/day
<p align="center">
<h1 align="center">Pentest Swarm AI</h1>
<p align="center">
<strong>The first open-source pentesting tool built on a real swarm — not just multiple agents in a row.</strong>
</p>
<p align="center">
<a href="#quick-start">Quick Start</a> ·
<a href="#what-makes-this-a-swarm">Swarm vs. Multi-Agent</a> ·
<a href="#how-the-swarm-works">How It Works</a> ·
<a href="#comparison">Compare</a> ·
<a href="IMPLEMENTATION_PLAN.md">Roadmap</a>
</p>
</p>
<p align="center">
<img src="https://img.shields.io/github/stars/Armur-Ai/Pentest-Swarm-AI?style=for-the-badge&color=f59e0b" alt="Stars">
<img src="https://img.shields.io/badge/Go-1.24-00ADD8?style=for-the-badge&logo=go" alt="Go">
<img src="https://img.shields.io/badge/License-AGPL%203.0-blue?style=for-the-badge" alt="License">
<img src="https://img.shields.io/badge/AI-Claude%20%7C%20Ollama-purple?style=for-the-badge" alt="AI">
<img src="https://img.shields.io/badge/status-alpha-orange?style=for-the-badge" alt="Status">
</p>
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PentAGI's badge (for reference): https://trendshift.io/repositories/15161
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<a href="https://trendshift.io/repositories/__ID__" target="_blank">
<img src="https://trendshift.io/api/badge/repositories/__ID__"
alt="Armur-Ai/Pentest-Swarm-AI | Trendshift"
width="250" height="55"/>
</a>
</p>
-->
<p align="center">
<img src="docs/demo-flashy.gif" alt="Pentest Swarm AI — live campaign demo" width="900">
</p>
<p align="center">
<img src="banner/pentest-swarm-ai-banner.gif?v=3" alt="Pentest Swarm AI architecture" width="800">
</p>
### Built for the Mythos era
Anthropic's [Claude Mythos](https://red.anthropic.com/2026/mythos-preview/) — released through [Project Glasswing](https://www.anthropic.com/glasswing) in April 2026 — surfaced thousands of zero-days across every major operating system and browser. Frontier reasoning has crossed a threshold; the bottleneck is no longer the model.
**Pentest Swarm AI is the toolchain a model like that needs to operate.** Live access to nmap, sqlmap, Burp, ZAP, Metasploit, and the rest of the offensive stack. Multi-agent coordination through a stigmergic blackboard. Evidence capture, dedup, submission-ready reports. Wire in the model of your choice today — Claude Sonnet, Opus, Llama, anything OpenAI-compatible — and swap in Mythos the day access opens.
*Not affiliated with Anthropic. Mythos and Glasswing are Anthropic projects.*
---
> ### Credits & Inspiration
> This project stands on the shoulders of giants. We credit and thank these projects for pioneering AI-powered offensive security:
>
> - [**PentestGPT**](https://github.com/GreyDGL/PentestGPT) — the OG that proved LLMs can pentest
> - [**PentAGI**](https://github.com/vxcontrol/pentagi) — fully autonomous agent architecture
> - [**Strix**](https://github.com/usestrix/strix) — AI hackers that find and fix vulns
> - [**CAI**](https://github.com/aliasrobotics/cai) — cybersecurity AI framework, 3600x faster than humans
> - [**HackingBuddyGPT**](https://github.com/ipa-lab/hackingBuddyGPT) — LLM hacking in 50 lines of code
> - [**Shannon**](https://github.com/KeygraphHQ/shannon) — white-box AI pentester
> - [**BlacksmithAI**](https://github.com/fr0gger/BlacksmithAI) — multi-agent pentest framework
> - [**PentestAgent**](https://github.com/GH05TCREW/pentestagent) — black-box AI security testing
> - [**Pentest Copilot**](https://github.com/bugbasesecurity/pentest-copilot) — AI-driven pentest agent
>
> Their open-source contributions made tools like this possible.
> **Legal Disclaimer:** Pentest Swarm AI is designed exclusively for **authorized security testing**, **bug bounty programs**, **CTF competitions**, and **educational research**. You must obtain explicit written permission from the target system owner before running any scan. Unauthorized access to computer systems iExcerpt of 16,288 characters
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:c6b7a9228693b7bf, topic:ai-agents, desc:ai agents