# UI Discovery Review A searchable library of 111,083 real UI sections with palette, font, and AI build-prompt data for designers and developers. ## Editor's Score: 72/100 Capability scores 18 because the MCP integration and AI build prompts are genuinely useful and differentiated, but the web-app (62 entries) and dashboard (42 entries) coverage is too thin to serve a large slice of its stated audience, and there is no component-level code export or design-system tooling. Ease of use scores 21 because the free tier requires no credit card, the MCP setup is a single URL paste, and the catalog search is straightforward. Value scores 20 because the free tier is genuinely functional and Pro at $15/month is fairly priced for unlimited AI prompts and clean downloads, though the Team plan at $39/month delivers almost nothing extra beyond a higher API cap. Delivery scores 13 because the Team plan is marketed with a name implying collaboration that the product explicitly cannot yet deliver, shared workspaces and member invitations are absent on every tier, and the tool is early-stage enough that key promised features remain on a vague roadmap rather than a ship date. ## Pros - MCP connector is free on every plan and works with ChatGPT, Claude, Cursor, and Codex, letting AI editors query 111,083 real sections mid-session without leaving the editor. - Free tier is genuinely usable: full catalog browsing, palette and font data for every site, and 200 API requests per day with no credit card required. - AI build prompts describe layout, palette, and typography in a format designed for Cursor, v0, Claude, and Codex, giving developers a structured starting point rather than a raw screenshot. ## Cons - Web app and dashboard coverage is sparse: only 62 web-app UIs and 42 admin dashboards in the entire library, which makes it a poor reference source if your project is a data-heavy product UI rather than a marketing site or iOS app. - The Team plan at $39/month includes one account and a higher API limit but no shared workspaces, member invitations, or comments, making the tier name misleading for anyone expecting actual team collaboration. - Free users are capped at 3 full-size views, AI prompts, and code exports per day, which is enough for occasional browsing but forces a paid upgrade for any sustained design research session. ## Pricing Freemium. A free tier is available. - Free: $0 - Pro: $15/month - Team: $39/month Pricing reflects what we saw at the time of review (2026-10). Confirm current pricing on the official site. Category: AI Design & Art (https://aitoolseekers.com/category/ai-design-art) Official site: https://uidiscovery.com/ Last verified by a human: 2026-10-11 Reviewed by a human at AI Tool Seekers, a hand-reviewed AI tools directory. Every listed tool is verified by a person before publishing. Scores are editorial opinions from a fixed rubric (capability, ease of use, value, delivery on promise) and cannot be bought; there is no pay-to-rank. Directory: https://aitoolseekers.com This review: https://aitoolseekers.com/tools/ui-discovery Methodology: https://aitoolseekers.com/how-verification-works ## Verdict UI Discovery is the right pick for product designers and vibe-coders who want real, shipped interfaces rather than curated mockups, especially when they are already working inside Cursor, Claude, or ChatGPT via MCP. Its library skews heavily toward iOS apps (3,836 entries) and marketing sites, so web-app and dashboard coverage is thin compared to what a dedicated component library offers. Teams expecting shared workspaces or member invitations should look elsewhere; those features are explicitly not available yet. Best for: Solo designers and AI-assisted developers who need real UI references piped directly into their editor Not for: Teams needing shared workspaces, collaborative annotation, or deep component-level code export ## Overview UI Discovery is a reference library built around real, captured production interfaces rather than hand-crafted mockups or stock illustrations. The core idea is simple: crawl live public pages, slice each page into named sections (heroes, pricing tables, FAQs, onboarding flows, and more), extract the palette and typefaces, and attach an AI-ready build prompt that describes layout and structure without copying the original copy. The result is a searchable catalog of 111,083 sections drawn from 2,647 marketing sites and 3,836 iOS apps. What separates it from a screenshot gallery is the MCP connector. Paste one URL into ChatGPT, Claude, Cursor, or Codex and your AI assistant can query the library mid-session, pulling a real pricing-page reference before it writes your pricing table. That tight editor integration is the product's clearest differentiator over static inspiration boards. The library's depth is uneven. Marketing sites and iOS apps dominate; web apps sit at 62 entries and admin dashboards at 42, which is thin if your project lives in that territory. Shared workspaces and team member invitations are listed on the pricing page as not yet available, which limits the Team plan's practical value to high-volume solo API users rather than actual teams. Canva, the closest directory competitor by category, is a creation tool rather than a reference library, so the two serve different moments in a design workflow. FrameThrower is the more structurally similar product, offering a film-still reference library with its own MCP server and REST API, though it targets filmmakers and AI builders rather than UI designers. ## Who should use it A solo product designer who starts every project by hunting for pricing-page or onboarding-flow references will get immediate value from the free tier, and the Pro plan at $15/month makes sense the moment they need more than three full-size views per day. Developers using Cursor or Claude to scaffold UI components are the other clear audience: the MCP connector means they can ask their editor to look at how ten real SaaS products built their hero section before generating one. Anyone who needs a full design system, collaborative review, or component-level code export should look elsewhere. Canva (in this directory) covers creation and brand-kit work that UI Discovery does not touch. Teams that need shared boards and member invitations should wait for those features to ship or consider a dedicated tool, since the Team plan at $39/month currently delivers one account with a higher API cap, not a real multi-seat workspace. ## FAQ Q: What does the free plan actually let me do? A: The free plan gives full catalog browsing across all 6,545+ sites and 111,083 sections, palette and font data for every entry, and 3 full-size views with AI prompts and code exports per day. The MCP connector and API (200 requests per day) are also free. No credit card is needed to start. Q: How does the MCP connector work? A: Paste uidiscovery.com/mcp into ChatGPT, Claude, Cursor, Claude Code, or Codex. Your AI assistant can then call search functions to pull real UI sections from the library while it builds. The connector is free on every plan. Q: Is the Team plan worth it for an actual team? A: Not yet. The Team plan at $39/month includes one account and raises the API limit to 50,000 requests per day, but shared workspaces, member invitations, and comments are explicitly listed as unavailable. It is currently a high-volume solo API tier, not a multi-seat workspace. Q: Where do the screenshots come from, and is using them legal? A: UI Discovery captures public homepages with its own crawler, cuts each page into sections, and extracts palette and font data. The site states that captured designs belong to their respective owners and are for inspiration only. A content removal process is listed on the site. Q: What is an AI build prompt and how do I use it? A: Each section includes a text description of its layout, palette, typography, and headings written so that Cursor, v0, Claude, or Codex can rebuild the structure using original copy. On the free plan you get 3 of these per day; Pro enables unlimited prompts. Q: Does annual billing save money? A: Yes. Paying annually gives two months free compared to monthly billing on both Pro ($15/month) and Team ($39/month) plans. The annual amount is billed once upfront.