DesignOS-MCP
Allows AI agents to search and retrieve web design inspiration and references from Awwwards, a curated gallery of award-winning websites.
Provides access to Framer-based no-code website design references and examples for design research and inspiration.
Enables searching component libraries and finding React/UI components from shadcn/ui for implementation reference.
Supplies 3D/WebGL design references and interactive examples from the Three.js ecosystem for motion and 3D design research.
Allows discovering design references from Webflow’s no-code website ecosystem and templates for design research.
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@DesignOS-MCPResearch premium onboarding patterns for a fintech mobile app."
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
What is DesignOS?
DesignOS is an MCP server and SDK that gives AI agents structured design research, visual intelligence, design-system knowledge, reusable references, and production-oriented design workflows.
Instead of an AI coding agent searching the web blindly or inventing generic UI, DesignOS gives it a searchable design intelligence layer.
Related MCP server: @dsk/mcp
Why DesignOS?
AI coding agents are strong at implementation but often lack:
persistent design knowledge;
structured visual research;
design reference discovery;
component intelligence;
motion intelligence;
design memory;
consistent visual QA;
reusable production workflows.
DesignOS provides that missing layer.
What It Can Do
Capability | What it does |
Design Research | Searches curated design sources and returns relevant references. |
Design DNA | Converts references into structured layout, typography, color, motion, and interaction insights. |
Visual Search | Finds visually related patterns from screenshots. |
Component Intelligence | Searches component libraries and identifies implementation options. |
Design Vault | Stores reusable project and design knowledge. |
Semantic Cache | Reuses previous research instead of repeating expensive work. |
Craft Rules | Applies reusable typography, accessibility, motion, and UX principles. |
Visual QA | Compares implementation against approved design direction. |
Production Workflows | Generates structured inputs for screenshots, launch creative, mockups, and video. |
Open Design Compatibility | Imports selected compatible skills, templates, design systems, and craft references. |
How It Works
flowchart LR
Agent[Your AI Agent] -->|MCP| MCP_Interface[DesignOS]
subgraph DesignOS
Router[Source Router]
Vault[Design Vault]
Cache[Semantic Cache]
Craft[Craft]
DNA[Design DNA]
QA[Visual QA]
Prod[Production Tools]
end
MCP_Interface --> Router
MCP_Interface --> Vault
Router --> Sources[Design Ecosystem]Works With
Codex
Claude Code
Cursor
Gemini CLI
OpenHands
any compatible MCP client
Design intelligence from hundreds of sources
We have registered and verified 270+ design sources covering:
Component Libraries • Design Inspiration • Product UI • Mobile UX • Motion • 3D / WebGL • Design Systems • Typography • Branding • Ecommerce • Email • Data Visualization • No-code / Webflow / Framer
Representative Examples: shadcn/ui • Aceternity • Magic UI • Mobbin • SaaSFrame • Awwwards • Godly • GSAP • Motion • Three.js • Spline • Relume
See the complete source registry →
Quick Start
git clone https://github.com/Razepriv/DesignOS-MCP.git
cd DesignOS-MCP
pnpm install
pnpm designos:setup
pnpm designos:doctorThen start the server:
pnpm devMCP Configuration Example
To use DesignOS in Cursor or Claude, configure your MCP settings:
{
"mcpServers": {
"designos": {
"command": "node",
"args": ["/absolute/path/to/DesignOS-MCP/packages/mcp/dist/index.js"]
}
}
}See full MCP setup instructions →
Example AI Agent Requests
"Find modern SaaS dashboard references with restrained motion."
"Analyze this screenshot and identify its layout, typography and spacing system."
"Find React components suitable for recreating this interaction."
"Research premium onboarding patterns for a fintech mobile app."
"Extract Design DNA from these three reference URLs."
"Compare these hero directions and explain the structural differences."
"Find motion references that can be implemented using GSAP."
"Create a design research pack for this PRD."
MCP Tools
Tool | Purpose |
| Create a project |
| Run targeted design research |
| Search using visual similarity |
| Inspect a design reference |
| Generate structured Design DNA |
| Search component sources |
| Capture page/reference data |
| Run visual QA |
| View cache/token metrics |
Architecture & Caching
Built to avoid repeated work, DesignOS utilizes Token & Cache Efficiency:
Exact Cache & Semantic Cache
Design Vault (Persistent knowledge layer)
Caveman Compression & Progressive Retrieval
Token Governor
Read the full Architecture Guide →
Design intelligence, not UI copying
DesignOS does not blindly scrape or copy websites. The pipeline relies on fundamental understanding: Reference → Inspect → Understand → Extract Design DNA → Apply project requirements → Create original direction
Open Design Integration
DesignOS can selectively interoperate with Open Design through a compatibility layer. DesignOS does not blindly embed or fork Open Design. Compatible permissively licensed skills, craft references, templates, design systems, frames, and plugin metadata can be imported through the upstream compatibility layer.
Read about Open Design Integration →
Roadmap & Status
Area | Status |
MCP Core | ✅ Stable |
Project State | ✅ Stable |
Source Registry | ✅ Stable (270 sources) |
Design Vault | 🚧 In progress |
Visual Search | 🚧 Planned |
Moodboard | 🚧 Planned |
Visual QA | 🚧 Planned |
Production Studio | 🚧 Planned |
Contributing
DesignOS is designed to grow through new sources, adapters, craft rules, integrations, and production capabilities. Possible contribution areas:
new source adapters;
design source registry entries;
craft rules;
MCP tools;
browser integrations;
tests;
docs;
production pipelines.
License & Security
DesignOS-MCP is licensed under the Apache License 2.0. Third-party sources, plugins, design systems, and imported assets may have their own licenses. DesignOS preserves provenance and does not treat third-party content as automatically redistributable.
This server cannot be deployed
Maintenance
Related MCP Connectors
Let AI agents query data and act across all your business apps via MCP.
Serves your design system and coding standards to coding agents, so they stop guessing.
Brand-safe MCP for AI agents to create editable, on-brand graphics and automate variants.
Design intelligence for coding agents: audits, design systems, and a taste profile agents consult.
Related MCP Servers
- AlicenseBqualityBmaintenanceEnables AI agents to access design system tokens and component contracts through MCP, reducing token usage and ensuring consistency.29MIT
- AlicenseNot gradedqualityBmaintenanceAn MCP server that gives AI assistants structured access to a design system's tokens, components, guidelines, and patterns, enabling them to read, lint, and author design system data.1MIT

Figma MCP Serverofficial
FlicenseNot gradedqualityBmaintenanceProvides Figma design context to AI agents, enabling code generation, design system integration, and canvas manipulation through MCP.2,014-- FlicenseNot gradedqualityBmaintenanceEnables AI coding assistants to search, discover, and retrieve UI HUB components, source code, dependencies, templates, and animations via MCP.-