Armur-Ai/Pentest-Swarm-AI
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 and 7+ native security tools.
Build with Backblaze B2
SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.
Loading star history...
Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
Ranks #167 of 2,794 repositories GStars tracks this week (top 6%).
5 releases in the last 90 days, the latest today, with 15 contributors on GitHub.
Use Cases & Benefits
- Orchestrates autonomous penetration testing using a stigmergic swarm of AI agents coordinating recon, classification, exploitation, and reporting tasks.
- Enables emergent, decentralized multi-agent collaboration with pheromone-weighted shared blackboard, surpassing traditional linear pentest pipelines.
- Use for continuous security monitoring and automated bug bounty assessments on complex, large-scale target environments.
- Use for conducting capture-the-flag (CTF) competitions with AI-driven attack surface exploration and exploit chaining.
- Use for integrating AI-powered pentesting into CI/CD pipelines to detect vulnerabilities early during software development.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
AGPL 3.0
Network copyleft: like the GPL, and also triggered by offering the software over a network.
Community files
- README: present
- Contributing guide: present
- Code of conduct: present
Watch-outs
- AGPL-style copyleft also applies when the software is offered over a network.
General guidance from repository metadata, not legal advice. How we score
From the README
The first open-source pentesting tool built on a real swarm — not just multiple agents in a row.
Anthropic's Claude Mythos — released through Project 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.
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
+924 stars over 88 days across 27 snapshot days; best day +79 on Oct 14.
Forks
561+155
Open issues
23+10
Compared with peers in AI Agents
Fastest-growing repositories GStars tracks in this cohort for the week of Oct 18, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| morluto/rea | 366.3K | +106.3K | 60 | 4 days ago |
| stablyai/orca | 102.8K | +9.4K | 60 | 1 day ago |
| DietrichGebert/ponytail | 173.5K | +9.2K | 75 | 6 days ago |
| Leonxlnx/taste-skill | 101.1K | +4.0K | 75 | 2 days ago |
| ruvnet/ruflo | 78.5K | +3.7K | 40 | today |
| Armur-Ai/Pentest-Swarm-AI | 3.0K | +0 | 75 | today |
| Category median | 102.8K | +9.2K | 60 | — |
Discover Repositories
Search across tracked repositories by name or description