manhhaycode/mcp-ui-analyzer
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The MCP UI Screenshot Analyzer is a server that integrates with GitHub Copilot to provide AI-powered UI analysis using local models only, ensuring zero API costs and a privacy-first design.
Tools
Functions exposed to the LLM to take actions
analyze_ui_screenshot
Main analysis tool with configurable depth levels.
extract_color_palette
Extracts dominant colors using OpenCV k-means clustering.
extract_ui_text
Extracts text from UI using Gemma 3 OCR capabilities.
detect_ui_bugs
Detects layout issues and accessibility problems.
detect_ui_components
Coming in Week 2 - YOLOv8 integration.
generate_component_code
Coming in Week 3 - Code generation.
Prompts
Interactive templates invoked by user choice
No prompts
Resources
Contextual data attached and managed by the client