Python · MIT
irraz/vulnerator-ai
Autonomous OODA-loop pentesting agent. Hermes brain, Kali + Playwright tools over MCP, ATT&CK as the Orient language.
★ 255
Stars
62 forks · 2 open issues
+21/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
47.6
Momentum / 100
see the breakdown below
23d ago
Created
last push 3d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 25.6 | +21/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | needs 7-day and 30-day rates side by side |
| Freshness | 15 | 15.0 | last push 3d ago; decays to zero at 180 days |
| Scale | 15 | 7.0 | 255 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 47.6 | sum of the above |
Detail
| Topics | ai-agentsautonomous-agentskali-linuxllm-agentsoffensive-securityooda-looppentestingplaywrightsecurity |
| Matched on | AI Agents (autonomous-agents) Security (pentesting, security) |
| Short window | +125 stars over 6 days = 20.8/day |
| Long window | no snapshot 14–45 days old yet |
| Lifetime average | 12.21 stars/day over 21 days |
| First seen here | 2026-10-30 |
| Last read | 2d ago |