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"AI coding assistant with visual UI interaction, GitHub integration, and adaptive agent system" matching MCP servers:

  • ui-kit

    annondeveloper
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    quality
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    Native Claude Code integration for @annondeveloper/ui-kit — a zero-dependency React component library with 147 components, 3 weight tiers, physics-based animations, and OKLCH color system. Gives Claude deep awareness of the library's components, design patterns, and conventions. Includes 5 skills for component discovery, code generation, design system reference, tier selection, and accessibility
    53
    MIT

  • figma-ui-mcp

    TranHoaiHung
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    license
    A
    quality
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    maintenance
    Bidirectional MCP bridge enabling AI assistants to draw UI on Figma canvas and read designs back as structured data or code tokens via localhost, requiring Figma Desktop.
    5
    255
    221
    MIT

  • ui-architect-mcp

    foduucom
    F
    license
    A
    quality
    C
    maintenance
    Enables AI assistants to generate production-ready, professional UI design systems and components from simple descriptions, with real images, animated components, and automated quality checks.
    16

  • figma-ui-mcp

    kiettt8-product
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    license
    A
    quality
    B
    maintenance
    Enables MCP clients to read design structure, take screenshots, create nodes, and edit UI directly on Figma canvas via a bridge between MCP and Figma Desktop.
    10
    255
    MIT

  • coss-ui-mcp

    Zoot01
    A
    license
    A
    quality
    C
    maintenance
    MCP server for the coss ui design system, enabling AI agents to fetch components, props, and design tokens on demand for accurate, low-cost code generation.
    6
    1
    MIT

  • ui-toolkit-mcp

    anomal3
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    quality
    C
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    Local, free MCP server for brand logo search and shadcn/ui component search & source lookup, requiring no API keys or login.
    MIT

  • design-system-mcp

    lodado
    A
    license
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    quality
    B
    maintenance
    Creates a local MCP runtime for design-system repositories, enabling AI coding agents to look up and use real components, icons, and tokens instead of guessing.
    44
    MIT

  • one-shot-ui

    TN0123
    A
    license
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    quality
    B
    maintenance
    Deterministic screenshot diffing for AI coding agents. Extract design tokens, diff implementations vs reference, get CSS fix suggestions.
    114
    4
    MIT

  • ui-mcp

    maahigoel
    A
    license
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    quality
    C
    maintenance
    Gives MCP clients access to a registry of elite UI patterns, components, and motion configs with real, copy-pasteable React/TSX implementations.
    5
    2
    MIT

  • Chat with Blender

    Akerdogmus
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    license
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    quality
    D
    maintenance
    Enables AI assistants to control Blender 3D modeling and rendering through natural language commands via the Model Context Protocol.
    MIT

  • Insider Design System MCP

    denizzeybek-fe
    F
    license
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    quality
    D
    maintenance
    Automated MCP server for the Insider Design System. Enables AI assistants to discover, understand, and generate code for over 60 Design System components with automated extraction from source code.

  • UI Design MCP Server

    lnksoul1
    A
    license
    A
    quality
    B
    maintenance
    Provides comprehensive UI design assistance tools for LLMs, generating color palettes, typography, spacing systems, shadows, design tokens, and more via the MCP protocol.
    28
    MIT