head to head · open source
AiSOC vs pentest-ai
AiSOC has 7,029 GitHub stars, 723 forks, 26 open issues and last shipped yesterday. pentest-ai has 1,799 stars, 329 forks, 2 open issues and last shipped 2 days ago. AiSOC leads on adoption by 291% (7,029 vs 1,799 stars). AiSOC is written in Python under MIT; pentest-ai is written in Python under MIT. AiSOC has attracted 10% as many forks as stars, pentest-ai 18%. 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, mcp), 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.
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Side by side
| AiSOC | pentest-ai | |
|---|---|---|
| GitHub stars | ★ 7.0K | ★ 1.8K |
| License | MIT | MIT |
| Written in | Python | Python |
| Last push | 2026-11-04 | 2026-11-03 |
| Forks | ⑂ 723 | ⑂ 329 |
| 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 if
- You want the pentest-ai feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches Python
- You evaluated both and pentest-ai 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
Website · Quick start · Verification · Documentation · Issues Pentest AI connects an AI client or model to a penetration testing workflow. It investigates applications, records findings, and uses machine oracles to check whether an exploit can be reproduced . Verified findings carry evidence you can replay. Use it through MCP , from the CLI , or in CI . The model helps drive the investigation; an oracle determines whether a finding earns a verified verdict. Test only systems you own or have explicit authorization to assess. Read the acceptable use policy and terms before running an engagement. Quick start…
read the full pentest-ai overview →
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Frequently asked questions
Is AiSOC or pentest-ai more popular?
AiSOC has 7,029 GitHub stars and pentest-ai has 1,799. AiSOC has the larger community by that measure.
Are AiSOC and pentest-ai free?
Both are open source. AiSOC is licensed under MIT and pentest-ai under MIT. Neither carries a licence fee.
What is the difference between AiSOC and pentest-ai?
AiSOC is written in Python and pentest-ai in Python. 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?
Choose AiSOC if you want the larger community (7,029 stars) or its MIT licence terms. Choose pentest-ai if its feature set, stack or MIT licence fits better. Both are self-hostable.