Extract reference-site design language into reusable rules for AI coding tools.
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Apr 19, 2026 - HTML
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ui-analysis
Here are 10 public repositories matching this topic...
UI Analyzer MCP Server. It analyzes website UIs and provides precise fix instructions for AI coding assistants.
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Jan 21, 2026 - Python
Open-source MCP vision server that gives text-only LLMs and AI agents image understanding, OCR, visual analysis, UI inspection, and multimodal capabilities.
ocr computer-vision mcp image-analysis ai-agents multimodal llm vision-language-model llm-tools local-ai ollama qwen-vl mcp-server openai-compatible shadow-nexus ui-analysis vision-mcp dsh-plugin
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Aug 16, 2026 - Python
A web UI inspection tool that automatically identifies usability issues and provides actionable solutions using LLM vision analysis.
productivity typescript computer-vision hackathon nextjs gemini uiux mlh-hackathon llm multimodal-ai ui-analysis
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Jan 5, 2026 - TypeScript
Web scraping, analysis & content extraction for AI agents.
mcp self-hosted web-scraping cli-tool seo-audit local-first playwright-typescript ai-agent ollama mcp-server claude-code ui-analysis brand-extraction
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Mar 28, 2026 - TypeScript
Multimodal UI screenshot analyzer that turns screenshots into inspectable sections, components, UX feedback, and frontend structure.
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May 21, 2026 - TypeScript
Deterministic interface analysis engine for structural deduplication, accessibility gaps, and migration risk scoring.
python design-systems accessibility static-analysis developer-tools deterministic playwright ui-analysis
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Apr 23, 2026 - Python
Extract UI structure from screenshots for text-only LLMs with a pure Go, offline, MCP-native binary.
go cli ocr computer-vision mcp opencode developer-tools cursor image-analysis codex onnx ai-tools llm purego mcp-server claude-code ui-analysis
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Aug 23, 2026
AI-powered UI/UX screenshot analyzer that identifies visible interface issues and provides practical design recommendations.
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Aug 21, 2026 - TypeScript
AI-powered cross-browser UI/UX testing tool that captures screenshots across devices and uses OpenAI vision models to analyze layout, responsiveness, and compatibility issues.
python test-automation screenshot-testing responsive-design visual-testing ui-testing browser-automation visual-regression frontend-testing cli-tool web-testing cross-browser-testing accessibility-testing playwright playwright-python ai-testing gpt-vision openai-vision ux-analysis ui-analysis
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Oct 7, 2025 - Python
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