canaryusers
A flock of AI users tests your deployed app and reports where real people get stuck, with fixes.
A flock of AI users tests your deployed app and reports where real people get stuck, with fixes. Official MCP Registry: ai.canaryusers/[email protected]. Remote endpoint: https://www.canaryusers.ai/api/mcp
Problem it solves
Discoverable MCP server listed in the official MCP Registry.
How it's different
Remote MCP endpoint ingested from the official registry and probed by FastDrop.
Ingested from the official MCP Registry
FastDrop pulled this entry from the official MCP Registry as ai.canaryusers/canaryusers and probed the endpoint. The maker did not submit it, so the outbound link is not endorsed
and the description is not theirs.
If this is your server, claim the listing to edit it and take ownership. The registry index lists everything else still awaiting a probe.
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Read directly from the endpoint on 28 Jul 2026. Not supplied by the maker.
canary_scanRun a CanaryUsers UX scan on a DEPLOYED URL (your live or preview app — not source code). A flock of AI personas evaluates the page and reports where real users would get stuck, with concrete fixes. R
list_recent_scansList the most recent CanaryUsers UX scans for your account (id, URL, CanaryScore, grade, status, date). Use this to find a scan to dig into.
get_report_markdownGet one scan's full report as AI-ready markdown: the findings ranked by severity, why each matters, and how to fix it. Pass a scanId from list_recent_scans.
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