Product Hunt

Fudge MCP

Discovered On Jul 13, 2026

Primary Metric 112

Give your AI agents design taste from existing websites

Meet Fudge: a design reference engine for AI agents. Instead of asking AI to make another “modern, premium” interface from scratch, let it search nearly 10,000 real websites by fonts, colors, components, layouts, page types, and visual similarity. Fudge combines measured design evidence with screenshots, runs locally through MCP, and remembers references you save with its Chrome extension. Give your coding agent better taste and not more adjectives.

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Developer & User Discourse

[Redacted] • Jul 13, 2026

Tried it through Claude today and the visual similarity search is genuinely useful, found a couple of layouts I would have spent an hour hunting for on Dribbble. The Chrome extension saving references locally is a nice touch too.

[Redacted] • Jul 13, 2026

honestly love the idea of giving agents actual references instead of vibes, that part is really smart. one thing though, it would be super helpful if you could filter by industry or specific site categories, like only e-commerce or only SaaS landing pages, so the results are way more targeted when you're working on a particular project.

[Redacted] • Jul 13, 2026

Congrats on the launch. An MCP server that makes an agent reference real design tokens instead of inventing hex codes is sharp — "actual design, not a hunch" pretty much sums up why it matters.You launched without a demo video, so here's one built from your own product: https://www.youtube.com/watch?v=GrJ2APcVYFo — white-label, no watermark, yours to post anywhere. No catch.Made with FoxPlug — turns any URL into a launch video in about 30 seconds: https://foxplug.com