Digital Agency

From Figma design to live web app in 10 minutes

A design-led agency automated their entire web app deployment pipeline using AI agents orchestrating Figma, GitHub, Docker, and Puppeteer MCP servers.

The Challenge

The Problem

The designer-to-developer handoff process was a bottleneck. Discrepancies between design and code required multiple revision cycles.

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The Solution

How MCPner Solved It

They deployed an AI agent that orchestrates four MCP servers for design reading, code generation, deployment, and automated testing.

MCP Stack Used:

Custom API (Figma)
Website & Ecommerce (GitHub)
Custom API (Docker, Puppeteer)
The Results

Measurable Outcomes

Deployment time dropped from 2-3 days to under 10 minutes with zero developer involvement. Design-to-code fidelity reached 100%.

Key Metrics:

2-3 days to 10 minutes deployment time
100% design fidelity on standard UI components
5x increase in client projects handled
Zero developer hours for routine design-to-code
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Our designers went from begging for dev time to shipping live prototypes themselves.

Marcus Holt

CTO, Pixel & Code Agency

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