Launching today

Mozaika

Launching today

Stop your AI coding agent from shipping generic UI

7 followers

Stop your AI coding agent from shipping generic UI

7 followers

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Your AI coding agent can query 224 real products' decoded design systems over MCP: exact colors, type scales, spacing, tokens, plus 2,500+ labeled sections. It reads the real spec before it writes code. Free Chrome extension + Figma plugin included.

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Launch tags:Design Tools•Developer Tools•Artificial Intelligence

Launch Team

Tines Build agents & automations integrated across your workspace

Promoted

Maker

📌

Hey Product Hunt, I'm Sezai. Solo founder, building this in public. I build everything with AI coding agents now. The code is fine. The UI always comes out the same: purple gradient, Inter, three identical cards. The agent isn't bad at design, it's blind. It has never seen the system behind the products it's imitating: the real palette, the type scale, the spacing, the button recipes. So I spent months decoding exactly that. Mozaika is 224 real products: 295 pages, 2,500+ hand-checked sections, 242 decoded design systems, 166 of them measured from the live DOM rather than eyeballed from screenshots. You connect the MCP server once, and mid-build your agent calls get_design_system("linear") and gets structured tokens back. It reads the spec before it writes the code. Around it I shipped a free Chrome extension (one click on any live site gives you its real design system, paste-ready for your agent), a free Figma plugin (import any product's system in one click), and free browsing of the whole library. No paywall to look. The Founder license is $59 one-time, lifetime. First 100 seats, then $199. The counter on the site is real. I'd rather be honest than clever. Fair disclosure: Mobbin and Refero exist, and they're great for humans to look at. Mozaika is built for the agent to consume. That's the bet, and it's unproven, which is why I'm here. I'm at the stage where every single user matters. If you connect it to Claude Code or Cursor and run one real build, tell me what breaks. I'll be in this thread all day and I ship fixes same-day. Question for you: which product's design system should I decode next?

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2d ago

How fresh is the design system data when a site pushes an update, and does the MCP query return diffs or just the latest snapshot?

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5h ago

Finally something that gives my AI agent actual design tokens instead of guessing from screenshots. The Chrome extension was easy to drop in and pulling a real type scale in seconds felt almost unfair.

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3h ago

Tines Build agents & automations integrated across your workspace

Promoted

Maker

📌

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2d ago

How fresh is the design system data when a site pushes an update, and does the MCP query return diffs or just the latest snapshot?

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5h ago

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3h ago