CategoryWeightCategory scoreContribution
Securityprompt, exec, net, exfil, eval
35%
35.0 pts
Supply chainhash, typosquat, maintainer, lockfile
20%
20.0 pts
Maintenancestaleness, pinning, CI
15%
15.0 pts
TransparencySKILL.md, perms, README
15%
15.0 pts
Communityinstalls, verify, response
15%
15.0 pts
Findings & checks · 0 flagged
Security
✓—All security checks passedNo findings in this category for the latest scan.pass
Supply chain
✓—All supply chain checks passedNo findings in this category for the latest scan.pass
Maintenance
✓—All maintenance checks passedNo findings in this category for the latest scan.pass
Transparency
✓—All transparency checks passedNo findings in this category for the latest scan.pass
Community
✓—All community checks passedNo findings in this category for the latest scan.pass
Every scanned point with the score it earned and what moved between them.
fdca2e3
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
lo-eyes
<!-- mcp-name: io.github.sophiacave/lo-eyes -->
Visual frontend accessibility inspector MCP server. WCAG contrast checking, touch target validation, heading hierarchy audits, responsive screenshots, and S+ grading across mobile and desktop viewports.
Built by Like One Foundation (501(c)(3) nonprofit). Works with any site by changing BASE_URL.
Tools
| Tool | Description |
|---|---|
eyes_screenshot | Viewport-sized screenshot at any device preset |
eyes_scan | Auto-chunk full page into readable viewport pieces with RAG manifest |
eyes_audit | Responsive + accessibility audit with S+ grading |
eyes_devices | List available device presets |
Device Presets
| Name | Viewport | Type |
|---|---|---|
iphone-se | 375x667 | Mobile |
iphone-14 | 390x844 | Mobile |
ipad | 768x1024 | Tablet |
laptop | 1280x800 | Desktop |
desktop | 1440x900 | Desktop |
Audit Checks
- Overflow: Elements exceeding viewport width (respects scroll parents)
- Font size: Text below 12px minimum
- Touch targets: Interactive elements below Apple HIG 44px minimum
- Heading hierarchy: Skipped heading levels (h1 -> h3)
Grading
| Grade | Criteria |
|---|---|
| S+ | Zero issues |
| A | 1-5 medium, zero high |
| B | 6+ medium, zero high |
| C | 1-2 high |
| D | 3-5 high |
| F | 6+ high |
Setup
cd lo-eyes
python3 -m venv .venv
source .venv/bin/activate
pip install playwright mcp
python3 -m playwright install chromiumUsage
As MCP Server (Claude Code)
Add to .mcp.json:
{
"mcpServers": {
"lo-eyes": {
"command": "/path/to/lo-eyes/.venv/bin/python3",
"args": ["/path/to/lo-eyes/server.py"]
}
}
}As CLI
./lo-eyes audit / # Audit homepage
./lo-eyes screenshot /blog/ --device ipad # iPad screenshot
./lo-eyes scan / --device iphone-14 # Full-page chunked scan
./lo-eyes responsive /academy/ # All 5 viewportsStack
- Python 3
- Playwright (headless Chromium)
- MCP SDK (FastMCP, stdio transport)
License
MIT
Built with love by Like One.