canaryusers

A flock of AI users tests your deployed app and reports where real people get stuck, with fixes.

Should I use this

Quality & Safety

A
Description quality
93%
Schema completeness
97%
Naming quality
93%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~473Tokens (tool definitions)
~553 BTypical response size
Minimal attention impact (0.37% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "canaryusers": {
      "url": "https://www.canaryusers.ai/api/mcp"
    }
  }
}

Remote endpoints

https://www.canaryusers.ai/api/mcpstreamable-http

What it can do

Tool inventory

Tools (3)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢canary_scan(url, depth)

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' (default) is a fast static check that does NOT see mobile or visual issues — use 'deep' when the user mentions mobile, layout, or visual problems. IMPORTANT: if this returns status 'running' with a scanId, the findings are not ready yet — wait ~30s, then call get_report_markdown(scanId), repeating until it returns the report. Always fetch and present the findings before stopping, then offer to fix the top issues.

Input Schema

{
  "type": "object",
  "properties": {
    "url": {
      "type": "string",
      "description": "The public URL to scan (e.g. your deployed app or preview URL)."
    },
    "depth": {
      "type": "string",
      "enum": [
        "quick",
        "deep"
      ],
      "description": "'quick' (default, fast, free) or 'deep' (clicks through flows + visual review, ~1 credit)."
    }
  },
  "required": [
    "url"
  ]
}
🟢list_recent_scans(limit)

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.

Input Schema

{
  "type": "object",
  "properties": {
    "limit": {
      "type": "number",
      "description": "How many to return (default 10, max 50)."
    }
  }
}
🟢get_report_markdown(scanId)

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.

Input Schema

{
  "type": "object",
  "properties": {
    "scanId": {
      "type": "string",
      "description": "The scan id (UUID) to fetch."
    }
  },
  "required": [
    "scanId"
  ]
}

Recommended Prompts

retrieve_data
Get details about [item] from canaryusers
Expected tools: get_report_markdown
fetch_info
Fetch [information type] using canaryusers
Expected tools: get_report_markdown
list_items
List all [items] available in canaryusers
Expected tools: list_recent_scans
browse_collection
Show me the [collection] from canaryusers
Expected tools: list_recent_scans
explore_workflow
List available [items], then get details for each one using canaryusers
Expected tools: list_recent_scansget_report_markdown

Compare

Peer Comparison

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Tools:0
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Uptime:100.0%
Latency:257ms
Tools:2
Token cost:699
Grade:A

Community

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Evidence

Recent observations

verifiedversion not recorded3 tools
verifiedversion not recorded3 tools
verifiedversion not recorded3 tools
verifiedversion not recorded3 tools
verifiedversion not recorded3 tools
verifiedversion not recorded3 tools