by webbrain-one · Agent Tool · ★ 1.7k
Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h
Featured in: browser-use, Playwright MCP & AI Browser Agents
git clone https://github.com/webbrain-one/webbrain.gitTaken from the project's README on GitHub. Check the security audit before running it.
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.
| Stars | 1,674 |
| Forks | 210 |
| Language | JavaScript |
| Category | Agent Tool |
| Quality Score | 68/100 |
| Open Issues | 6 |
| Last Updated | 2026-11-07 |
| Created | 2026-04-06 |
| Platforms | browser, node |
| Est. Tokens | ~18k |
WebBrain Open-source AI browser agent for Chrome and Firefox. Chat with any web page, automate browser tasks, and run multi-step agent workflows — powered by your choice of LLM. Features Page Reading — Extracts text, links, forms, tables, and interactive elements from any page Browser Actions — Click, type, scroll, navigate, and interact with page elements Ask / Act Modes — Read-only mode by...
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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: