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hci-quality-mcp
Advanced tools
Evidence-based interface inspection and GOMS/KLM, Fitts and Hick-Hyman task models over MCP
Five tools for evidence-based interface assessment, usable from any MCP client. Part of Interface Observatory, MIT licensed.
{
"mcpServers": {
"hci-quality": {
"command": "npx",
"args": [
"--yes",
"--package=https://github.com/priyankark/interface-observatory/releases/download/v0.1.0/hci-quality-mcp-0.1.0.tgz",
"hci-quality-mcp"
]
}
}
}
Use this server entry in Claude Desktop or Cursor's MCP configuration. For VS Code, use the same entry under the top-level servers key and add "type": "stdio". Other clients can run the same command with stdio transport. Node.js 22.12+ is required; the SaaS requires Node 24+. Chrome for Testing is installed by Puppeteer. AUDIT_ALLOW_LOOPBACK=false enables public-only page inspection. Keep Chrome's sandbox enabled.
When npm publication is confirmed, the command can be shortened to npx --yes hci-quality-mcp. The GitHub release works independently of npm publishing credentials.
| Tool | Input | Output |
|---|---|---|
inspect_interface | url, optional device (desktop/mobile) | Rendered control sizes and label candidates, navigation groups, overflow, review findings, limitations |
model_task | goal, methods with name, selectionRule, operators; optional timings | GOMS method comparison using explicit KLM operator sums |
model_pointing | distance, width; optional intercept, slope | Fitts Shannon difficulty in bits; seconds only when both coefficients supplied |
model_choice | choices; optional probabilities, intercept, slope | Hick–Hyman entropy; seconds only when both coefficients supplied |
cognitive_walkthrough | goal, persona, steps with action, four answers and evidence | Analyst concerns and explicitly unassessed questions |
{
"goal": "Open account settings",
"methods": [{
"name": "Menu navigation",
"selectionRule": "User knows the menu location and uses a pointer",
"operators": [
{"operator": "M", "note": "Prepare to navigate"},
{"operator": "P"},
{"operator": "K"},
{"operator": "R", "seconds": 0.5}
]
}]
}
Operators: K keystroke/button press, P pointing, H hand movement between devices, M mental preparation, R explicit system response wait. count defaults to 1. seconds can override an individual operator; timings customizes K/P/H/M defaults. Defaults are illustrative K=0.2, P=1.1, H=0.4, M=1.35 seconds. Operator placement is an analyst responsibility. This predicts routine skilled, error-free execution, not novice learning or satisfaction.
Each step supplies action, evidence, and goalVisible, actionDiscoverable, mappingClear, feedbackClear as true, false, or null. null stays unassessed. The tool organizes supplied judgments; it does not pretend to have interviewed users.
The inspector is a top-level DOM screen, not a complete accessibility-name computation. It does not enter credentials or perform clicks. Small-target observations do not evaluate WCAG spacing exceptions. Use the companion a11y MCP and manual review for accessibility.
Primary sources: Card, Moran & Newell (1980), MacKenzie (1992), Hick (1952), NN/g cognitive walkthrough, W3C target size guidance.
FAQs
Evidence-based interface inspection and GOMS/KLM, Fitts and Hick-Hyman task models over MCP
We found that hci-quality-mcp demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.

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