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MCP UI/UX Prompt Refiner

MCP UI/UX Prompt Refiner

by Nwabukin

MCP UI/UX Prompt Refiner

An MCP (Model Context Protocol) server that transforms basic interface prompts into world-class UI/UX design specifications. This tool helps you break free from generic AI-generated designs by outputting comprehensive, professional-grade design prompts.

Features

  • 5 Specialized Tools for different aspects of UI/UX design

  • 4 Knowledge Resources covering design principles, animations, UX patterns, and templates

  • 11 Pre-configured Prompts for common interface types

  • Supports websites, mobile apps, desktop apps, CLI tools, presentations, and more

Related MCP server: UI/UX MCP Server

Installation

npm install
npm run build

Usage

With Cursor/Claude

Add to your MCP settings (.cursor/mcp.json or Claude Desktop config):

{
  "mcpServers": {
    "ui-prompt-refiner": {
      "command": "node",
      "args": ["path/to/mcp-ui-prompt-refiner/dist/server.js"]
    }
  }
}

Development Mode

npm run dev

Available Tools

1. refine_ui_prompt (Primary Tool)

Transform a basic interface idea into a comprehensive design specification.

Parameters:

  • rawPrompt (required): Your basic interface idea

  • interfaceType: Type of interface (auto-detected if not provided)

  • style: Design style (minimalist, bold-experimental, etc.)

  • colorMood: Color palette mood (energetic, calm, professional, etc.)

  • animationIntensity: Level of animation (subtle, moderate, dramatic, cinematic)

  • targetAudience: Who will use this interface

  • brandKeywords: Keywords describing the brand

2. analyze_interface

Analyze an interface request to detect type, suggest styles, and identify components.

3. compose_animations

Generate detailed animation specifications with CSS examples.

4. generate_ux_flow

Create user journey maps with interaction patterns and accessibility requirements.

5. suggest_tech_stack

Get technology recommendations based on interface type and design requirements.

Interface Types Supported

  • website-landing - Conversion-focused landing pages

  • website-saas - SaaS marketing websites

  • website-portfolio - Portfolio/showcase websites

  • website-ecommerce - Online stores

  • dashboard - Analytics and data dashboards

  • mobile-app - iOS/Android applications

  • desktop-app - Desktop applications

  • cli-terminal - Command-line interfaces

  • presentation - Slide decks

  • admin-panel - Backend management interfaces

  • social-platform - Social networking interfaces

Design Styles

  • minimalist - Clean, whitespace-focused

  • bold-experimental - Creative, unconventional

  • corporate-professional - Business-appropriate

  • playful-creative - Fun, colorful

  • luxury-elegant - Premium, sophisticated

  • tech-futuristic - Modern, digital

  • organic-natural - Earth-toned, flowing

  • brutalist - Raw, industrial

  • retro-vintage - Nostalgic

  • glassmorphic - Frosted glass effects

  • neumorphic - Soft shadow depth

Resources

Access design knowledge via MCP resources:

  • design://principles - Gestalt, hierarchy, color theory

  • design://animation-patterns - Easing functions, entry/scroll animations

  • design://ux-patterns - Navigation, feedback, forms, accessibility

  • design://interface-templates - Templates for each interface type

Example

User: "I need a landing page for my AI writing tool"

→ refine_ui_prompt generates:
- Complete design specification
- Color palette with psychology
- Typography system
- Component specifications
- Animation choreography
- UX flow guidelines
- Accessibility requirements
- Implementation priorities

Output Format

All tools output structured markdown that can be:

  1. Saved directly to a file

  2. Used as a prompt for implementation

  3. Shared with design tools or team members

License

MIT

Available Tools

5 tools
analyze_interfaceB

Analyze an interface request to detect the type, suggest styles, identify components, and understand the scope. Use this before refining to understand what you're working with.

Inputs: rawPrompt (required), interfaceType.

compose_animationsC

Generate detailed animation specifications including entry animations, scroll effects, hover states, loading animations, and transition choreography with CSS code examples.

Inputs: interfaceType (required), intensity (required), sections, customRequirements.

generate_ux_flowC

Create detailed user experience flows including user journeys, interaction patterns, state management, error handling, and accessibility requirements.

Inputs: interfaceType (required), primaryGoal (required), secondaryGoals, userPersonas, +1 more.

refine_ui_promptB

Transform a basic interface idea into a comprehensive, world-class UI/UX design specification. This is the main tool that generates detailed design prompts covering visual design, typography, colors, animations, and user experience.

Inputs: rawPrompt (required), interfaceType, style, colorMood, +3 more.

suggest_tech_stackB

Get technology stack recommendations including frameworks, styling approaches, animation libraries, and deployment options based on your interface type and design requirements.

Inputs: interfaceType (required), designStyle, animationIntensity, requirements.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    TDQS

    A3.6/5.0

    Scored across 5 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose with no overlap: analyze_interface for initial assessment, refine_ui_prompt for core design specification, generate_ux_flow for user experience mapping, compose_animations for animation details, and suggest_tech_stack for technology recommendations. The descriptions reinforce these distinct roles, making tool selection unambiguous.

    Naming Consistency5/5

    All tools follow a consistent verb_noun pattern with clear, descriptive names (e.g., analyze_interface, refine_ui_prompt, generate_ux_flow). The naming convention is uniform throughout, using snake_case and action-oriented verbs that accurately reflect each tool's function without any deviations or mixed styles.

    Tool Count5/5

    With 5 tools, the server is well-scoped for its UI/UX prompt refinement purpose. Each tool earns its place by covering distinct aspects of the design process—from analysis and refinement to UX flows, animations, and tech stack—without being overly sparse or bloated, fitting the typical 3-15 tool range for a focused domain.

    Completeness5/5

    The tool set provides complete coverage of the UI/UX design lifecycle: analyze_interface for initial scoping, refine_ui_prompt for core design specification, generate_ux_flow for user experience, compose_animations for interactive elements, and suggest_tech_stack for implementation. There are no obvious gaps, and the tools support a full workflow from concept to deployment-ready design.

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