Pentest-Swarm-AI: Autonomous penetration testing using a swarm of AI agents

by Armur-Ai · Agent Tool · ★ 3.1k

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install Pentest-Swarm-AI

go install github.com/Armur-Ai/Pentest-Swarm-AI/cmd/pentestswarm@latest  # Go
git clone https://github.com/Armur-Ai/Pentest-Swarm-AI.git

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 71/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

ai-agentsbug-bountycybersecurityoffensive-securitypenetration-testingpenetration-testing-frameworkpenetration-testing-tools

Quick Facts

Stars3,123
Forks570
LanguageGo
CategoryAgent Tool
LicenseAGPL-3.0
Quality Score71/100
Open Issues24
Last Updated2026-11-03
Created2024-03-26
Platformsgo
Est. Tokens~19k

About Pentest-Swarm-AI

Pentest Swarm AI The first open-source pentesting tool built on a real swarm — not just multiple agents in a row. Quick Start &middot; Swarm vs. Multi-Agent &middot; How It Works &middot; Compare &middot; Roadmap -- <p align="center"

Compatible Skills

These tools work well together with Pentest-Swarm-AI for enhanced workflows:

  • numasec — semantic(0.49)+complementary+rare_topics+similar_pop+shared_platform (61%)
  • red-run — semantic(0.40)+complementary+rare_topics+similar_pop+shared_platform (58%)
  • h1-brain — semantic(0.37)+complementary+rare_topics+similar_pop+shared_platform (58%)
  • pentest-ai-agents — semantic(0.54)+rare_topics+similar_pop+shared_platform (57%)
  • pentest-ai — semantic(0.38)+complementary+rare_topics+shared_platform (57%)

Pentest-Swarm-AI alternative? Top 6 similar tools

Looking for a Pentest-Swarm-AI alternative? If you're comparing Pentest-Swarm-AI with other agent tool tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • pentest-ai-agents by 0xSteph · ⭐ 2.3k

    Turn Claude Code into your offensive security research assistant. Specialized AI subagents for authorized pene

  • redamon by samugit83 · ⭐ 3.3k

    Open-source, self-hosted AI penetration testing framework: maps your attack surface into a graph, autonomously

  • CyberStrike by CyberStrikeus · ⭐ 1.9k

    Open-source AI-augmented offensive security harness. 13+ autonomous agents, 150+ LLM providers, 5,300+ models,

  • pentest-ai by 0xSteph · ⭐ 1.8k

    Open-source AI pentester that proves every finding. Machine oracles re-run each exploit; verified bugs ship a

  • pentestcode by s0ld13rr · ⭐ 884

    PentestCode - Multi-agent AI penetration testing system with persistent engagement state, strategic coordinati

  • VulnClaw by Netw0rkNoob · ⭐ 3.8k

    基于 AI Agent + MCP 工具链 + 渗透 Skill 编排， 配合大语言模型， 自然语言输入 → 自动完成「信息收集 → 漏洞发现 → 漏洞利用 → 报告生成」全流程。

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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