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YonasValentin

Design Inspiration MCP Server

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      Provides AI agents with a visual design inspiration loop from award-winning websites, including natural-language search, inline screenshots, and detailed design DNA extraction. Also supports optional live page capture, structure analysis, and motion recording for design verification.
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      Enables searching public UI design libraries (Refero, Mobbin, ScreensDesign, Dribbble) for real app and website screens, downloading them into a category-organized local library that can be searched offline, and capturing screenshots of any web page with a real browser. Works from any MCP client or as a standalone CLI.
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      Enables Claude to search and retrieve curated design references, browse categories and tags, read style guides, and save new UI references from URLs so UI work starts from chosen inspirations rather than generic defaults.
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    TDQS

    A4.4/5.0

    Scored across 4 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: design_extract_tokens extracts design tokens from live websites, design_search_images searches for images across design platforms, design_search_references searches for articles and documentation, and design_search_styles searches for aesthetic directions. There is no overlap in functionality, and the descriptions make their unique roles explicit.

    Naming Consistency5/5

    All tool names follow a consistent pattern: they start with 'design_' followed by a verb-noun combination (e.g., extract_tokens, search_images, search_references, search_styles). This uniformity makes the tool set predictable and easy to understand, with no deviations in naming conventions.

    Tool Count5/5

    With 4 tools, the server is well-scoped for its purpose of providing design inspiration resources. Each tool serves a distinct function in the design workflow (extraction, image search, reference search, and style search), and there are no redundant or missing tools that would suggest an inappropriate count.

    Completeness5/5

    The tool set covers the full lifecycle of design inspiration: searching for images, references, and styles, and extracting tokens from live sites. There are no obvious gaps, as the tools enable agents to find inspiration, analyze it, and apply it, providing comprehensive coverage for the domain.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues