UI Perception Engine

0 starsUpdated 2026-06-12Community

Deploy on Hostinger, 20% off →Your friend gets 20% off too, using this linkFree API →AI & MLaiView on GitHubGitHub repository Report an issue

Is this your server?

Add your score badge to your README and get your server in front of 45k+ builders a month.

Get your badge →Submit updates →Become a Verified Publisher →

Works with

Claude CodeClaude DesktopCursorVS CodeClineCodex CLIOpenClaw+ any MCP client

Install to Claude Code

This server doesn't publish a one-line install command. Follow the setup in the source repository.

Summary

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.

Overview

Getting started

Add UI Perception Engine to your MCP-capable client — Claude Code, Cursor, Codex, and others — by following the setup at the source, which documents the exact command, configuration, and any required API keys.

See related servers & alternatives →

Score

0–100

46/ 100

Grade

Popularity2/25

No GitHub stars yet.

Maintenance20/20

Updated within the last 90 days.

Completeness6/20

Documented: description, tags. Missing: install command, license, config details.

Trust6/15

Community server with a public source repository.

Security12/20

No declared license. Tool surface not yet analyzed.

Scored automatically from popularity, maintenance, completeness, trust, and security. How we score →

Proud of your score? Add this badge to your README.

Paste a snippet into your GitHub README. The badge updates automatically and links back to this page.

Score badge

Markdown

[![UI Perception Engine MCP server](https://www.claudemarket.ai/mcp/dirkknibbe/uipe/badges/score.svg)](https://www.claudemarket.ai/mcp/dirkknibbe/uipe)

HTML

<a href="https://www.claudemarket.ai/mcp/dirkknibbe/uipe"><img src="https://www.claudemarket.ai/mcp/dirkknibbe/uipe/badges/score.svg" alt="UI Perception Engine MCP server"/></a>

Card badge

Markdown

[![UI Perception Engine MCP server](https://www.claudemarket.ai/mcp/dirkknibbe/uipe/badges/card.svg)](https://www.claudemarket.ai/mcp/dirkknibbe/uipe)

HTML

<a href="https://www.claudemarket.ai/mcp/dirkknibbe/uipe"><img src="https://www.claudemarket.ai/mcp/dirkknibbe/uipe/badges/card.svg" alt="UI Perception Engine MCP server"/></a>