swarms: The Enterprise-Grade Multi-Agent Orchestration Framework. Website

by kyegomez · Agent Tool · ★ 7.4k

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

How to install swarms

uv pip install swarms
git clone https://github.com/kyegomez/swarms.git

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

Security audit verdict: SAFE · quality 68/100

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.

agentic-aiagentic-workflowagentsaiartificial-intelligencechatgptclaude-codegpt4allhuggingfacelangchain

Quick Facts

Stars7,358
Forks1,067
LanguagePython
CategoryAgent Tool
LicenseApache-2.0
Quality Score68/100
Open Issues423
Last Updated2026-11-07
Created2023-05-11
Platformsclaude-code, python
Est. Tokens~25k

About swarms

Swarms Website &nbsp;&nbsp;•&nbsp;&nbsp; Documentation &nbsp;&nbsp;•&nbsp;&nbsp; Swarms Marketplace <img src="https://img.shields.io/badge/Twitter-Follow-1DA1F2?style=for-the-b

Compatible Skills

These tools work well together with swarms for enhanced workflows:

  • tools — semantic(0.20)+complementary+same_lang+similar_pop+shared_platform (57%)
  • PraisonAI — semantic(0.19)+complementary+same_lang+similar_pop+shared_platform (57%)
  • heurist-agent-framework — semantic(0.16)+complementary+same_lang+similar_pop+shared_platform (56%)
  • SWE-AF — semantic(0.15)+complementary+same_lang+similar_pop+shared_platform (55%)

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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:

View on GitHub → Browse Agent Tool tools