head to head · open source
AiSOC vs pentest-ai-agents
AiSOC has 7,029 GitHub stars, 723 forks, 26 open issues and last shipped yesterday. pentest-ai-agents has 2,408 stars, 457 forks, 1 open issues and last shipped 1 months ago. AiSOC leads on adoption by 192% (7,029 vs 2,408 stars). AiSOC is written in Python under MIT; pentest-ai-agents is written in Shell under MIT. AiSOC has attracted 10% as many forks as stars, pentest-ai-agents 19%. AiSOC was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 3 topic tags (ai-security, cybersecurity, mitre-attack), so they are genuine substitutes rather than adjacent tools.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
← all 20902 open source comparisons
Side by side
| AiSOC | pentest-ai-agents | |
|---|---|---|
| GitHub stars | ★ 7.0K | ★ 2.4K |
| License | MIT | MIT |
| Written in | Python | Shell |
| Last push | 2026-11-04 | 2026-10-06 |
| Forks | ⑂ 723 | ⑂ 457 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick AiSOC if
- You weight community size — 7.0K stars and counting
- You want the MIT license terms
- Your stack matches Python
- You value the larger contributor base for long-term maintenance
pick pentest-ai-agents if
- You want the pentest-ai-agents feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches Shell
- You evaluated both and pentest-ai-agents fits your workflow better
About AiSOC
AiSOC An open source, self hostable AI SOC. The agent's prompts, tool calls, and rationale are logged step by step and replayable. MIT licensed. The community maintained demo at tryaisoc.com runs on Fly.io and can go offline; see docs/operations/live demo runbook.md and use Codespaces as the always on fallback. 90 second walkthrough — agent investigates the seeded LockBit 3.0 case end to end. The rendered .mp4 + hero.gif land with the v8.0 launch; the brief is in docs/demo/SCREENCAST SHOTLIST.md . Try AiSOC in 60 seconds One command — no clone, no Docker, no keys ( npx aisoc lands on npm with the v8.0 launch…
read the full AiSOC overview →
About pentest-ai-agents
pentest ai agents 50 Claude Code subagents for penetration testing. Quick Start Cheatsheet Coverage Agents Examples Table of Contents What's New in v3.3 What's New in v3.2 Agent Map What's New in v3.1 Quick Start Cheatsheet Coverage Agents Tier 1 vs Tier 2 Examples Running Tools in a Container Findings Database Token Optimization Local Models Documentation MCP Server Prerequisites Legal License pentest ai agents is a collection of 50 Claude Code subagents that turn Claude into an offensive security research assistant. Each agent carries deep domain knowledge in a specific area: recon, web, Active Directory…
read the full pentest-ai-agents overview →
More in AI & Machine Learning
Related comparisons
More AI Security & Privacy projects
Compare either of these against the rest of the AI Security & Privacy field.
Frequently asked questions
Is AiSOC or pentest-ai-agents more popular?
AiSOC has 7,029 GitHub stars and pentest-ai-agents has 2,408. AiSOC has the larger community by that measure.
Are AiSOC and pentest-ai-agents free?
Both are open source. AiSOC is licensed under MIT and pentest-ai-agents under MIT. Neither carries a licence fee.
What is the difference between AiSOC and pentest-ai-agents?
AiSOC is written in Python and pentest-ai-agents in Shell. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, AiSOC or pentest-ai-agents?
Choose AiSOC if you want the larger community (7,029 stars) or its MIT licence terms. Choose pentest-ai-agents if its feature set, stack or MIT licence fits better. Both are self-hostable.