canaryusers-mcp

MCP

MCP server that dispatches AI user simulations to test deployed apps and report where users get stuck with fix suggestions.

by BrettonB·BrettonB/canaryusers-mcp

83· B

Install

git clone https://github.com/BrettonB/canaryusers-mcp

Stars

7d change

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Downloads / week

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Last active

3 days ago

About

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 ` Setup / get a token: https://www.canaryusers.ai/mcp