What is Pentest-Swarm-AI? Overview, metrics & alternatives

Pentest-Swarm-AI is a security AI agent for Automate the entire penetration testing workflow—discovering vulnerabilities, exploiting them, and producing reports—without manual intervention. Pricing: not stated on the product page. As of 2026-09-11, KanonAgent records 37 upvotes. First indexed by KanonAgent on 2026-08-25.

Pentest-Swarm-AI uses a coordinated group of AI agents to autonomously run full penetration tests, from reconnaissance to exploit execution and report generation, for security researchers and bug bounty hunters.

Pentest-Swarm-AI — official preview image

37 upvotes

Tracked by Kanon since Aug 25, 2026

no signal yet

status

18/100

momentum · conf 0.66

17d

tracked since 2026-08-25

evidence records

No signal event on file yet — status is unknown, not "quiet".

📈 Timelinewhat changed, and when

2026-08-25 first observed Kanon started keeping permanent history for this agent

🔎 Known / Unknown 14 of 23 fields unknown

Machine-callable	—	unknown	—
Open source	1	verified	1 quote(s)
Self-hostable	1	inferred	1 quote(s)
Bring your own key	—	unknown	—
Autonomy level	2	inferred	2 quote(s)
Pricing model	—	unknown	—
Integrations	—	unknown	—

“Unknown” means we have not verified it — it is not a “no”. Hard filters never treat unknown as false.

🤖 Agent teardown · security

Job to be doneAutomate the entire penetration testing workflow—discovering vulnerabilities, exploiting them, and producing reports—without manual intervention.

AutonomyL2 · tool-calling(evidence: "Orchestrates recon, classification, exploitation, and report…")

Who it is forSecurity researchers, penetration testing teams, and bug bounty hunters.

Prerequisitesopen source · self-hostable

Traction · why it is risingGained 34 votes on ProductHunt, indicating early interest from the cybersecurity community.

Why it matters

It's one of the first implementations of collaborative AI agents in cybersecurity, enabling end-to-end automated penetration testing and pushing the boundaries of AI agents in security.

Evidence quotesverbatim, from the product’s own materials

“public GitHub repository (README fetched)”— structural

“The first open-source pentesting tool built on a real swarm”— readme

“Orchestrates recon, classification, exploitation, and reporting specialists with ReAct reasoning”— description

“supports bug bounty, continuous monitoring, and CTF modes”— description

Signal source: GitHub

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📛 Official badgefor your site / README

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FAQ

What is Pentest-Swarm-AI?

What does Pentest-Swarm-AI do?

Automate the entire penetration testing workflow—discovering vulnerabilities, exploiting them, and producing reports—without manual intervention.

Why does Pentest-Swarm-AI matter?

It's one of the first implementations of collaborative AI agents in cybersecurity, enabling end-to-end automated penetration testing and pushing the boundaries of AI agents in security.

Is Pentest-Swarm-AI open source?

Yes — Pentest-Swarm-AI is open source.

Can I self-host Pentest-Swarm-AI?

Yes — Pentest-Swarm-AI can be self-hosted.

How popular is Pentest-Swarm-AI?

As tracked by KanonAgent: 37 upvotes (first indexed 2026-08-25).

What are the best Pentest-Swarm-AI alternatives?

Similar AI agents tracked by KanonAgent: Audn.AI, Hidden Business, strix, AI-Infra-Guard, securenow.ai, AutoCVE.

Pentest-Swarm-AI alternatives — similar AI agents

Audn.AI Hidden Business strix AI-Infra-Guard securenow.ai AutoCVE

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