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Browse › Software Development › Canaryusers

A flock of AI users tests your deployed app and reports where real people get stuck, with fixes.
A preview derived from this server’s definition — not a live run. Nothing runs and no key is sent until you connect. You connect directly to the provider’s own server with their sign-in.
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 renders the page, checks it VISUALLY on desktop + mobile (catches mobile breakage and layout issues), and clicks through key flows like signup/checkout (slower, ~60-90s, uses one credit); depth='quick' (
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 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.
Canaryusers is a remote MCP server. Add its URL to any MCP-capable client — FindAgent lists it; it runs on the provider's own infrastructure.
https://www.canaryusers.ai/api/mcpChatGPT (Plus / Pro): Settings → Connectors → add a remote MCP server, then paste the URL and approve it.
You add this server inside your client and approve it once — that in-client step is a security check, so there's no one-click button for it.
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