UI Perception Engine
Rank #112,388glama/dirkknibbe/uipe
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.
UI Perception Engine is a Model Context Protocol (MCP) server published by dirkknibbe. It ranks #112,388 of 137,492 servers tracked on MCP Toplist, and its repository has 1 GitHub stars. UI Perception Engine is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Jun 22, 2026.
Ranks ahead of 25,104 of 137,492 servers on MCP Toplist.
Use UI Perception Engine
No credentials or required configuration declared — add it to your MCP client and go.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
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Listed on 1 registry
dirkknibbe
Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- Who maintains UI Perception Engine?
- UI Perception Engine is maintained by dirkknibbe, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is UI Perception Engine listed on the Official MCP Registry?
- UI Perception Engine is not on the Official MCP Registry. It is listed on Glama.
- How many versions does UI Perception Engine have?
- UI Perception Engine ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for UI Perception Engine?
- The source code for UI Perception Engine is hosted at github.com/dirkknibbe/uipe.
Do you run this server?
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