Canaryusers is an MCP server with 3 tools an agent can call, among them canary_scan, get_report_markdown, list_recent_scans. It answers at https://www.canaryusers.ai/api/mcp over streamable HTTP, and it listed its tools to an anonymous client, so no sign-in was needed for that. Our probes reached it 10 of 10 times since 4 September 2026; the last check, on 17 October 2026, succeeded.
A flock of AI users tests your deployed app and reports where real people get stuck, with fixes.
Description as the publisher wrote it.
| Tool | What it does |
|---|---|
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 Inputs: url, depth |
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. Inputs: scanId |
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. Inputs: limit |
Every block below points at https://www.canaryusers.ai/api/mcp. Pick your client and copy.
claude mcp add --transport http canaryusers https://www.canaryusers.ai/api/mcp
{
"mcpServers": {
"canaryusers": {
"command": "npx",
"args": ["-y", "mcp-remote", "https://www.canaryusers.ai/api/mcp"]
}
}
}{
"mcpServers": {
"canaryusers": {
"url": "https://www.canaryusers.ai/api/mcp"
}
}
}{
"servers": {
"canaryusers": {
"type": "http",
"url": "https://www.canaryusers.ai/api/mcp"
}
}
}{
"context_servers": {
"canaryusers": {
"url": "https://www.canaryusers.ai/api/mcp"
}
}
}{
"mcpServers": {
"canaryusers": {
"serverUrl": "https://www.canaryusers.ai/api/mcp"
}
}
}{
"mcpServers": {
"canaryusers": {
"url": "https://www.canaryusers.ai/api/mcp"
}
}
}name: Canaryusers
version: 0.0.1
schema: v1
mcpServers:
- name: Canaryusers
type: streamable-http
url: https://www.canaryusers.ai/api/mcp{
"mcpServers": {
"canaryusers": {
"httpUrl": "https://www.canaryusers.ai/api/mcp"
}
}
}{
"mcpServers": {
"canaryusers": {
"type": "http",
"url": "https://www.canaryusers.ai/api/mcp"
}
}
}{
"mcpServers": {
"canaryusers": {
"url": "https://www.canaryusers.ai/api/mcp"
}
}
}goose://extension?url=https%3A%2F%2Fwww.canaryusers.ai%2Fapi%2Fmcp&type=streamable_http&id=canaryusers&name=Canaryusers
It answered our last check on 17 October 2026 in 279 ms. Over 10 checks since 4 September 2026 it answered 10. Status here comes from Neuronto's own probes, not from the publisher.
Yes. It is published by canaryusers.ai and served from www.canaryusers.ai, the vendor's own domain: https://www.canaryusers.ai/api/mcp.
3, as returned by the server's own tools/list on 7 September 2026: canary_scan, get_report_markdown, list_recent_scans.
It answered our last check on 17 October 2026 in 279 ms. Over 10 checks since 4 September 2026 it answered 10.
Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://www.canaryusers.ai/api/mcp. The exact JSON is above, with the same setup for Claude Code, Claude Desktop, VS Code, Windsurf, Zed, Gemini CLI and the rest.
It listed its tools to an anonymous client, so reading the tool list needs no key. Individual tools can still ask for credentials in their own inputs.
Publisher: ai.canaryusers. Endpoint host: www.canaryusers.ai. ARD identifier: urn:air:ai.canaryusers:mcp:canaryusers.
First indexed 31 August 2026. The tools are exactly what the server returned; nothing on this page
is inferred from its name. Ranking in Neuronto search is never for sale.