canaryusers
MCP ServerA flock of AI users tests your deployed app and reports where real people get stuck, with fixes.
Install
claude mcp add --transport http canaryusers https://www.canaryusers.ai/api/mcpWhat is canaryusers?
A flock of AI users tests your deployed app and reports where real people get stuck, with fixes.
Trust
74/100 · Good3 factors scored below maximum
Documentation
README · ~3 min readCanaryUsers — MCP Server
Give your AI coding assistant eyes for UX: a flock of AI users tests your deployed app and reports where real people would bail — each with a concrete fix.
CanaryUsers sends a flock of behaviorally‑diverse AI users through your deployed web app (a live or preview URL) and reports exactly where real people get stuck — confusing UX, broken mobile layouts, dead‑end conversion paths, and visual glitches — each with a concrete, AI‑ready fix you can apply in the same chat.
This is the public home for the CanaryUsers remote MCP server: manifest, install instructions, and docs. The product itself is hosted (closed source) — there's nothing to clone or run; you connect to the live endpoint. See docs/WHY.md for why this repo exists and docs/HOW-IT-WORKS.md for how the server works.
- Registry name:
ai.canaryusers/canaryusers - Endpoint (remote, Streamable HTTP):
https://www.canaryusers.ai/api/mcp - Auth:
Authorization: Bearer <your CanaryUsers token>
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