LeanKG
★ 193
vs
design-extract
★ 3.0k
LeanKG vs design-extract
LeanKG: LeanKG is a local-first knowledge graph that provides accurate codebase context to AI coding tools. It indexes code, builds dependency graphs, and exposes an MCP server for direct querying. No cloud services or external databases are required.; design-extract: designlang is a unique tool that crawls any website with a headless browser to extract comprehensive computed styles, layout patterns, motion language, component anatomy, and brand voice from the live DOM. It generates over 17 distinct output files, including AI-optimized markdown, Tailwind config, React themes, and Figma variables, enabling precise capture and translation of a site's visual DNA. Users can leverage it for tasks like design system scoring, codebase drift-checking against live sites, and visual comparison of multiple URLs or brands.
01
TL;DR
Choose LeanKG if…AI-assisted code impact analysis before changes
Choose design-extract if…Automate design system creation and maintenance by extracting complete design assets from live websites.
02
Side-by-Side Comparison
03
Features
LeanKG01Auto-init and setup for multiple AI tools
02Token-efficient queries (13-42 tokens vs 10,000+)
03Blast radius (impact analysis) and dependency graph
04MCP server integration with session hooks
05Multi-language support (Go, TypeScript, Python, Rust, Java, Kotlin, Android)
design-extract01Comprehensive style extraction, including layout patterns, motion language, component anatomy, and brand voice.
02Generates over 17 diverse output files (e.g., AI-optimized markdown, Tailwind config, Figma variables, W3C design tokens).
03Advanced design analysis, including responsive behavior capture, interaction states, and WCAG accessibility scoring.
04AI-powered semantic extraction for page intent, section roles, visual DNA, and component library detection.
05Design system operations like drift-checking, visual diffing, multi-brand comparison, and live site token syncing.
04
Use Cases
LeanKG↳AI-assisted code impact analysis before changes
↳Providing context to AI coding tools during development
↳Visualizing code dependencies and module relationships
design-extract↳Automate design system creation and maintenance by extracting complete design assets from live websites.
↳Monitor and ensure design consistency across projects or brands through drift-checking, visual diffing, and multi-brand comparisons.
↳Accelerate AI-powered frontend development by feeding LLMs structured design data and prompt packs for faithful site reconstruction.
05
Best For
LeanKGTrendingData ProcessingDev Tooling
design-extractHidden GemDev ToolingAPI Integration
FAQ
FAQ
What is the difference between LeanKG and design-extract?
Both LeanKG and design-extract are in the Dev Tooling category. LeanKG has 193 stars, while design-extract has 3.0k stars.
Which is better, LeanKG or design-extract?
The best choice depends on your use case. Choose LeanKG if AI-assisted code impact analysis before changes, and design-extract if Automate design system creation and maintenance by extracting complete design assets from live websites..
Is LeanKG free or open source?
Yes, LeanKG is open source on GitHub (MIT).
Is design-extract free or open source?
Yes, design-extract is open source on GitHub (MIT).
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