irraz/vulnerator-ai
Autonomous OODA-loop pentesting agent. Hermes brain, Kali + Playwright tools over MCP, ATT&CK as the Orient language.
Latest metrics (snapshot 2026-10-31)
| stars | 179 |
|---|---|
| forks | 44 |
| issues | 1 |
| pushed_at | 2026-10-30T22:55:28Z |
History
History chart: 1 daily snapshot so far (archive started 2026-10-14). The line fills in as the daily archive grows; full series via the API.
| Date | GitHub stars |
|---|---|
| 2026-10-31 | 179 |
ADC Momentum: 58/100
| Growth velocity | 63 |
|---|---|
| Consistency | 50 |
| Recency | 99 |
| Agent demand | 0 |
| Basis | bootstrap |
ADC Momentum (0-100) = 45% growth velocity (stars/likes gained per day in our daily archive, relative and absolute, percentile-ranked within the category) + 20% consistency (share of recent days with growth) + 20% recency (latest push/update/release, decaying) + 15% agent demand (how often AI agents looked it up via our API/MCP this week). MCP servers use release cadence; LLMs use price cuts, context and recency. Recomputed daily; scores marked "bootstrap" use lifetime rates until the archive has enough days. Method
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[](https://agentdataco.com/repo/irraz/vulnerator-ai)<a href="https://agentdataco.com/repo/irraz/vulnerator-ai"><img src="https://agentdataco.com/badge/repo/irraz/vulnerator-ai.svg" alt="ADC Momentum"></a>Details
| description | Autonomous OODA-loop pentesting agent. Hermes brain, Kali + Playwright tools over MCP, ATT&CK as the Orient language. |
|---|---|
| url | https://github.com/irraz/vulnerator-ai |
| language | Python |
| license | MIT |
| topics | ai-agents autonomous-agents kali-linux llm-agents offensive-security ooda-loop pentesting playwright security |
| created_at | 2026-10-15T15:07:57Z |
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