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.
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.
About Fudge MCP on Product Hunt
“Give your AI agents design taste from existing websites”
Fudge MCP launched on Product Hunt on July 13th, 2026 and earned 114 upvotes and 3 comments, placing #11 on the daily leaderboard. 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.
On the analytics side, Fudge MCP competes within Design Tools, Artificial Intelligence and Design resources — topics that collectively have 736.7k followers on Product Hunt. The dashboard above tracks how Fudge MCP performed against the three products that launched closest to it on the same day.
Who hunted Fudge MCP?
Fudge MCP was hunted by Simdi Jinkins. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Fudge MCP including community comment highlights and product details, visit the product overview.
Simdi Jinkins
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.