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.
You point it at a URL; a flock of AI personas actually renders and explores the page like real users, then hands back prioritized, fix‑ready findings — not a vague score. Two modes:
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Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| canary_scan | Run a UX scan on a deployed URL. depth: quick (free, default) or deep (visual + flow, uses a credit). Returns AI‑ready findings. |
| list_recent_scans | List your recent scans (id, URL, score, grade, status, date). |
| get_report_markdown | Fetch the full report for a scan id as Markdown. |
{
"mcpServers": {
"canaryusers": {
"url": "https://www.canaryusers.ai/api/mcp",
"headers": {
"Authorization": "Bearer YOUR_CANARYUSERS_TOKEN"
}
}
}
}Configuration as documented by the project. Restart the client after saving.
Access Stripe billing and payment tools through its MCP server. Connect with OAuth or a supported agent API key and choose the intended account.
Local repository surgery — status, diffs, commits, branches and history for any repo on disk.
Free professional review of a contractor's equipment rental invoices. Referral and intake only.
Web extraction, OCR (Japanese-strong), invoice and company data for AI agents. x402, no API key.
Production management for commercial film and photo companies: jobs, budgets, crew and invoices.
Draft quotations, invoices and the other documents of a sale from the AI assistant you already use. QuoteBill's remote MCP server gives ChatGPT, Claude, Gemini and any other MCP client: