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Detect, explain, and ethically redesign dark patterns in websites and UI flows.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "DarkLens MCP Server" yet — see the docs or source repo.
Analyze this e-commerce checkout flow's copy and interaction steps, identify any dark patterns, classify them by type, explain why they mislead users, and suggest more transparent, ethical redesigns.
A report with detected dark patterns, explanations, risk notes, and actionable redesign recommendations.
Review this subscription modal’s button hierarchy, default checked options, and cancellation path, determine whether it nudges users unfairly, and propose alternatives that preserve usability.
An assessment of manipulative elements, relevant dark pattern categories, and fairer UI revision proposals.
Using this set of product page screenshots, identify possible forced actions, hidden costs, or misleading choices, then rewrite the copy and flow to make them clearer, reversible, and respectful of user decisions.
Page-by-page issue diagnosis, replacement copy examples, and ethically aligned flow redesign suggestions.
Access a remote server over SSH to run commands, inspect containers, and read files.
Enable AI to extract text, analyze structure, and understand documents deeply.
Assess EU AI Act obligations, risks, disclosures, and safety controls automatically.
Create vision detectors, query images, and configure alerts using natural language.
Conduct structured multi-step web research and generate comprehensive reports automatically.
Extract public website data reliably with proxies, CAPTCHA solving, and JS rendering.