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Agents tracked: 258 Downloads (7d): 219M up 9.4% GitHub stars: 5.5M VS Code installs: 148M Releases (7d): 282 Agent pull requests (last week): 940K Updated Oct 6, 2026

AI security agents

Agents that attack your own systems to find exploitable weaknesses, or investigate security alerts like a SOC analyst.

By weekly package downloads, the leaders are Strix (8,244), CAI (Cybersecurity AI) (686). By GitHub stars, the leaders are Strix (66.8K), PentAGI (25.3K), CAI (Cybersecurity AI) (9,847). As of Oct 6, 2026.

# Agent Pulse Downloads 7d 7d 30d VS Code installs Stars Latest release Price Last 90 days
133
PentAGIVXControl
30 — — — — 25.3K+31/day 2.2.0yesterday Free (OSS) —
156
StrixStrix
24 8,244 up 9.7% down 57.0% — 66.8K+197/day 1.7.0yesterday Free + $29/mo
185
NodeZeroHorizon3.ai
18 — — — — — — Custom —
209
XBOWXBOW
11 — — — — — — Usage-based
210 10 686 up 58.8% down 46.7% — 9,847+2/day — Free
227
Dropzone AIDropzone AI
0 — — — — — — Custom —
250 — — — — — — — Usage-based —

Ranks are overall positions by Pulse Score. Click a column to sort by what matters to you. Methodology.

Offensive and defensive

  • Autonomous pentesting (XBOW, NodeZero, PentAGI, Strix, CAI) runs real attack techniques against applications and networks and reports what is actually exploitable, with proof.
  • SOC agents (Dropzone AI, Microsoft Security Copilot agents) investigate alerts across security tools and return a verdict with evidence.

Use responsibly

Only test systems you own or are authorised to test, in writing. Run offensive agents in isolated environments, scope them tightly and review their findings before acting.

Head-to-head comparisons

Related guides

Questions about AI security agents

Can AI do penetration testing?

Yes. Autonomous pentesting agents chain reconnaissance, exploitation and validation steps and report exploitable findings with proof. They complement rather than replace human testers, and must only be pointed at systems you are authorised to test.

Is there an open-source AI pentesting agent?

Yes. PentAGI and Strix are open-source and self-hosted; CAI publishes its source with its own licence terms.