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Refcat

3.3M+ real UI screens & flows, in Figma, Chrome and MCP

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Refcat is a library of 560K+ real UI screens and 100K+ user flows from shipped products. Search by what you're designing, see the whole flow, then send it to Figma, capture any site with Chrome, or give your AI agent real references via MCP.

PH · launched Oct 29, 2026 · 2 upvotes (top 22%) · 0 views

Niche: design inspiration galleries · 60 launches, 2 in the last 7 days ▼ -78% · Explore this niche →

Category and tags

  • Horizontal
  • Search & retrieval
  • B2B
  • AI feature
  • Commercial product
  • Design Tools
  • Artificial Intelligence
  • Design resources

Visit website ↗ Source listing ↗

Could you build this?

Partial The Figma plugin, Chrome capture tool, and MCP server are buildable, but the product's value rests on a large licensed or collected corpus of real shipped UI screens and flows that is hard to replicate.

What it would actually take: Build a searchable index with embeddings and image storage, plus a Figma plugin, a Chrome extension for capture, and an MCP server exposing search tools. The hard part is acquiring and curating hundreds of thousands of real product screens and flows, which requires large-scale crawling, licensing or capture pipelines, legal review of copyright, and significant storage and search infrastructure.

Competitors

Other products that read as similar to this one : 42 launches clear the similarity bar, closest 8 shown.

Attention rank: #14 of 43 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 284 days after the earliest competitor.

  • Refs.Gallery · ph · 2026-10-07 · 2 upvotes · similarity 0.45
  • Refrax · hn · 2026-03-22 · 12 upvotes · similarity 0.39
  • Reframe · ph · 2026-06-20 · 268 upvotes · similarity 0.39
  • 3D Glass Figma Plugin · ph · 2026-10-04 · 2 upvotes · similarity 0.37
  • Beamline UI · ph · 2026-10-14 · 2 upvotes · similarity 0.37
  • Pageloa · ph · 2026-11-12 · 1 upvotes · similarity 0.36
  • Clarity UI · ph · 2026-09-21 · 1 upvotes · similarity 0.36
  • Refentra · ph · 2026-09-06 · 1 upvotes · similarity 0.36

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.