Canaryusers

ai.canaryusers/canaryusers

A flock of AI users tests your deployed app and reports where real people get stuck, with fixes.

healthy

status

tools exposed

934ms

connect latency

7221b75b73a2

schema fingerprint

Tools (3)

canary_scan

Run 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. Returns AI-ready findings you can act on immediately. Use depth='deep' for the thorough scan that ren

list_recent_scans

List 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_markdown

Get 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.

Endpoint

https://www.canaryusers.ai/api/mcp
Category: Dev & Git · Last checked: 2026-07-30T12:46:38Z

Monitor your own MCP server

Get alerted the moment yours goes down, a tool schema drifts, or an upstream silently breaks.

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How we measure →

What this means. This server responded to the MCP handshake and listed its tools without authentication. The schema fingerprint lets us flag if tool signatures silently change (schema drift) between checks.