MCPs › UI Perception Engine
Enables AI agents to perceive and interact with web interfaces by extracting a unified UI Scene Graph from live URLs, providing tools for navigation, element detection, visual analysis, and state tracking.
Not monetized yet
Turn UI Perception Engine’s tool calls into revenue: one disclosed sponsored slot, 70% revenue share, fail-open by design.
Install UI Perception Engine
For anyone using UI Perception Engine — no Lulu account needed# stdio server — install per the repository README: https://github.com/dirkknibbe/uipe
Real-time weather for any city, built on the lulu-ads widget gallery. First-party, free forever.
View server →FAQ
UI Perception Engine installs from source — follow the repository README.
Unrated out of 100, computed from cross-registry traction signals (installs, stars, registry presence) — never influenced by sponsorship.
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