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Best Design Research Tools for Product Teams and AI Agents

A practical comparison of design research tools, screenshot libraries, flow libraries, and UI inspiration resources.

Every pick sourcedHonest trade-offsFor humans and agents

Updated June 2026

Ranked Shortlist

Mobbin · mobbin.com

A large, curated library of real shipped iOS, Android, and web app screens and step-by-step user flows for benchmarking UI patterns.

Price: Freemium — limited free tier; Pro from ~$10/mo and Team ~$12/seat/mo (both billed yearly, prices localized by region); Enterprise custom. 50% student discount. [1]
Library: Very deep: 621,500+ real shipped screens and 142,200+ user flows across 1,000+ apps (first-party, May 2026), with flows organized as complete journeys, not loose screenshots.
Agent access: Official MCP server (OAuth, Streamable HTTP, currently in beta) plus an official REST API. MCP needs any paid plan; REST API is Team/Enterprise only. Neither works on the free tier.

Refero · refero.design

A curated web-and-iOS design-reference library (150k+ real product screens, 6k+ flows) built for both designers and AI agents.

Price: Freemium — limited free tier; Pro reportedly ~$12-14/mo (~$8/mo annual, secondary sources conflict). Team per-seat (min 3 seats); a Lifetime plan and 40% student discount also exist. [24]
Library: Vendor-stated 150,000+ real product screens and 6,000+ user flows (Stripe, Linear, Notion, etc.) plus a "styles" layer; not independently audited, and older listings show much lower counts.
Agent access: Official first-party MCP (https://api.refero.design/mcp, Bearer/OAuth) with eight tools across Styles/Screens/Flows — but it requires a paid Pro plan and caps Pro at 8,000 tool calls/month.

Pageflows · pageflows.com

A paid, human-curated library of annotated screen-recording videos showing real user flows from leading iOS, Android, web, and email apps.

Price: Paid only — Yearly $99/yr (~$8.25/mo), Quarterly $39/qtr, Team $199/yr (3 seats, expandable to 10). Entry requires a non-refundable $2.95 3-day trial. [48]
Library: The current site publishes no hard catalog count; the only primary figure is "1,000+ apps." Third-party flow/screen counts circulate but conflict (300+ to 100,000+) and can't be verified.
Agent access: No official MCP or public API. None of its pages mention one, and the MCP registry returns zero results; only an unrelated Webflow server surfaces in searches.

UX Archive · uxarchive.app

A web workspace (uxarchive.app) that lets designers collect app screenshots into Git-style repositories you can nest, version, and fork.

Price: Freemium — Free $0/mo; Plus $7/mo (unlimited private patterns, original-quality downloads, fork-to-workspace); a $12/mo Pro team tier is listed "Coming soon." No annual option shown. [70]
Library: Small and early-stage. The flagship in-house profile shows 8 public repos totaling ~3,750 screens (ZARA and App Splash alone are ~76%); the shared gallery adds ~18 community repos. No official total is published.
Agent access: No MCP or public API. The site exposes no developers/API/docs page and gates access behind Google sign-in; an MCP registry search returned nothing. The only access path is brittle HTML scraping of public pages.

Screenlane · screenlane.com

A paid, video-first library of recorded user flows and app screens — Screenlane merged into Page Flows in July 2024 and its domain now redirects there.

Price: Paid — no free tier. A $2.95 non-refundable 3-day trial auto-converts to a recurring plan: $39/quarter or $99/year individual; $199/year team (3-10 seats). [90]
Library: Live first-party counters show ~172,000 screenshots, ~10,600 annotated flow videos, and ~20,000 emails — but flow coverage spans only 300+ apps (older "20,000+ apps / 79,000 screens" copy is stale).
Agent access: No MCP or public API. No SDK, export, Figma plugin, or browser extension; the only export-like feature is manual in-product batch screen download.

Good UI · goodui.org

A conversion-optimization knowledge base by Jakub Linowski cataloging A/B-tested web UI patterns with real before/after results — not a screenshot gallery.

Price: Freemium — free browsing layer; paid membership gates results. Solo $72/mo ($60/mo billed annually), Team $144/mo ($120 annual), Expert-Guided ~$1,950/mo annual. Datastories PDFs $289 one-time. [112]
Library: Self-reported (June 2026): 141 patterns from 625 searchable A/B tests, plus 112 "Leaks" of competitor experiments, on a stated 143.5M-visitor sample. A curated evidence corpus, not a large screenshot gallery. Figures are unaudited.
Agent access: No official MCP or public API (verified June 2026). No developer/API page in site nav, no programmatic access in any pricing tier, and no third-party wrapper. Content is human-facing web pages plus PDFs.

SaaSFrame · saasframe.io

A curated, human-facing library of real SaaS marketing pages, web app screens, and email examples, with downloadable Figma files on its paid plan.

Price: Paid — Pro is $14/mo, or $10/mo billed yearly ($120/yr); a quarterly plan runs $12/mo. Enterprise is custom-quoted. Sold via Lemon Squeezy with a 7-day refund. [134]
Library: Home page claims 5,000+ curated examples across ~105 SaaS companies; live category counts (e.g. Account Setup 620, Landing Page 284, Pricing 211) corroborate a multi-thousand-screen library.
Agent access: No MCP or public API. Searches surfaced no first-party endpoint and no third-party wrapper; the only machine-relevant export is manual Figma file downloads for individual designs on Pro.

Design Vault · designvault.io

A curated iOS app-design reference library (full flow videos, paywalls, onboarding) with an AI screen generator; designvault.io now redirects to ScreensDesign.

Price: Paid — single "Full Pro" plan: $19/wk, $39/mo, or $399/yr (~$33/mo), each with metered AI "Create" credits. No team or enterprise tier published. [151]
Library: Deep and current for iOS: ~2,538 apps with full preview videos, paywalls, onboarding flows, and store screens, each tagged with a revenue estimate.
Agent access: No MCP or public API (confirmed via route probing, sitemap, and the MCP registry). The only AI touchpoint is a paid "Create" generator you copy into your own agent.

Feature Matrix

CriterionMobbinReferoPageflowsUX Archive
Best for Use Mobbin when you need a deep, curated catalog of real iOS/Android/web screens and full multi-step flows, and you (or your agent) have a paid plan for its MCP or API. [1]Use Refero when an agent or designer needs curated web/iOS product references — especially SaaS dashboards, settings, and marketing pages — via a first-party MCP, and a paid subscription is acceptable. [24]Use Page Flows when a human designer or PM wants to watch annotated video walkthroughs of how leading apps handle end-to-end flows and is willing to pay a subscription. [48]Use UX Archive when you are an individual designer who wants a lightweight, Git-style workspace to personally collect, version, and fork app-screenshot inspiration — and you don't need a large pre-built corpus or any agent/API access. [70]
Pricing Freemium — limited free tier; Pro from ~$10/mo and Team ~$12/seat/mo (both billed yearly, prices localized by region); Enterprise custom. 50% student discount. [1]Freemium — limited free tier; Pro reportedly ~$12-14/mo (~$8/mo annual, secondary sources conflict). Team per-seat (min 3 seats); a Lifetime plan and 40% student discount also exist. [24]Paid only — Yearly $99/yr (~$8.25/mo), Quarterly $39/qtr, Team $199/yr (3 seats, expandable to 10). Entry requires a non-refundable $2.95 3-day trial. [48]Freemium — Free $0/mo; Plus $7/mo (unlimited private patterns, original-quality downloads, fork-to-workspace); a $12/mo Pro team tier is listed "Coming soon." No annual option shown. [70]
Library depth Very deep: 621,500+ real shipped screens and 142,200+ user flows across 1,000+ apps (first-party, May 2026), with flows organized as complete journeys, not loose screenshots. [1]Vendor-stated 150,000+ real product screens and 6,000+ user flows (Stripe, Linear, Notion, etc.) plus a "styles" layer; not independently audited, and older listings show much lower counts. [24]The current site publishes no hard catalog count; the only primary figure is "1,000+ apps." Third-party flow/screen counts circulate but conflict (300+ to 100,000+) and can't be verified. [48]Small and early-stage. The flagship in-house profile shows 8 public repos totaling ~3,750 screens (ZARA and App Splash alone are ~76%); the shared gallery adds ~18 community repos. No official total is published. [70]
Platform coverage iOS, Android, and web apps, with version toggles per product and ~18 categories. "Web" means web-app UI; there is no dedicated marketing-website or email-design gallery. [1]Web and iOS only (the MCP platform parameter accepts only "web" or "ios"). No Android, desktop, or email; strongest on web-first SaaS dashboards, settings, and marketing pages. [24]Covers iOS, Android, Web, and Email — including full recorded flows of web/SaaS apps (CRM, checkout) and marketing-page screens, not just mobile. [48]Mobile-first, with some web. Visible repos are mostly iOS app screenshots skewed heavily toward Korean apps (Danggeun, Toss, Upbit) plus ZARA, with one clear web product (Perplexity). No native app of its own. [70]
MCP / API Official MCP server (OAuth, Streamable HTTP, currently in beta) plus an official REST API. MCP needs any paid plan; REST API is Team/Enterprise only. Neither works on the free tier. [1]Official first-party MCP (https://api.refero.design/mcp, Bearer/OAuth) with eight tools across Styles/Screens/Flows — but it requires a paid Pro plan and caps Pro at 8,000 tool calls/month. [24]No official MCP or public API. None of its pages mention one, and the MCP registry returns zero results; only an unrelated Webflow server surfaces in searches. [48]No MCP or public API. The site exposes no developers/API/docs page and gates access behind Google sign-in; an MCP registry search returned nothing. The only access path is brittle HTML scraping of public pages. [70]
Agent readiness Genuinely agent-ready: the official MCP returns screen images, annotations, and metadata with natural-language search inside Claude Code, Cursor, Codex, and v0 — but only with a paid, authenticated account. [1]Genuinely agent-ready: hosted MCP, eight scoped tools, structured per-screen metadata agents can read before fetching images, an MIT-licensed skill, and an OpenAPI spec. Gates are commercial, not technical (paid plan, call caps). [24]Low for agents. With no MCP, API, or data export and a login-gated video library, an AI agent can't query, filter, or pull references programmatically — only fetch public marketing pages. [48]Effectively not agent-usable. With no MCP, no public API, and a Google-auth web workspace, an AI agent has no structured way to query it — scraping still hits an auth wall for forking and full-quality downloads. [70]

Why Lazyweb is different

Lazyweb is not trying to be just another gallery. It is built so agents can run competitive analysis, inspect real references, and read app-tree context and screen-version history when deciding what to build.

The honest limitation: Lazyweb does not yet have web-app flows, and the UI is less advanced for humans who only want manual filtering.

Open in AI

Ask your AI about Lazyweb vs Competitors

https://www.lazyweb.com/best/design-research-tools

Claude ChatGPT Codex

Source Notes

  1. 1. Mobbin MCP page
    Official MCP/API docs · mobbin.com · First-party confirmation of the official MCP server: endpoint api.mobbin.com/mcp, 621,500+ screens, supported tools (Claude Code, Cursor, Codex, v0), and 'available on Pro & Team plans / included in all paid plans.'
  2. 2. Mobbin API Quickstart
    Official MCP/API docs · docs.mobbin.com · Confirms official REST API: base https://api.mobbin.com, POST /v1/screens/search, Bearer token from Settings > API Keys, Team/Enterprise only.
  3. 3. Mobbin Launches MCP Server (BusinessWire press release)
    Official product page · businesswire.com · Authoritative launch announcement dated 2026-05-11 with the 621,500 screens figure and supported AI tools.
  4. 4. Official Mobbin MCP server repo
    Official docs · github.com · First-party GitHub repo confirming endpoint api.mobbin.com/mcp and Streamable HTTP transport.
  5. 5. Mobbin reviews (Product Hunt)
    Product Hunt · producthunt.com · Designer sentiment: time-saver for benchmarking, flow organization praised; discovery/search and pricing complaints.
  6. 6. Mobbin Review 2026 (CoolCuration)
    Third-party review · coolcuration.com · Detailed pricing breakdown (free tier limits, Pro ~GBP 8/mo yearly, Team ~GBP 10/seat/mo, 50% student discount), 4/5 rating, strengths/weaknesses incl. 'mobile app lags web' and 'free tier intentionally restrictive.'
  7. 7. Mobbin reviews on Trustpilot
    Review site · trustpilot.com · Thin, about 3.2 of 5 from 4 reviews, dark-pattern billing; Cloudflare-blocked, confirmed via search.
  8. 8. 10 Mobbin alternatives 2026 (toolworthy)
    Blog · toolworthy.ai · Surfaces the 4x legacy price-hike backlash from Reddit r/UXDesign mid-2025, secondhand, pushes free rivals.
  9. 9. Mobbin Docs - MCP & API
    Official MCP/API docs · docs.mobbin.com · Confirms two official access methods: MCP (OAuth) on Pro/Team/Enterprise, and REST API (API key / Bearer) on Team and Enterprise only.
  10. 10. Mobbin pricing page
    Official pricing page · mobbin.com · Official pricing source (blocked to automated fetch but confirmed via search snippet and corroborating reviews): free, Pro, Team, Enterprise tiers.
  11. 11. Mobbin homepage
    Official product page · mobbin.com · Establishes positioning ('largest mobile & web app design reference library') and iOS/Android/web coverage with searchable screens, elements, and flows.
  12. 12. Mobbin Launches MCP Server (Yahoo Finance syndication of BusinessWire)
    Press release (syndicated) · finance.yahoo.com · Bot-fetchable mirror of the BusinessWire release (which 403s/times out to automated fetch). Confirms first-party 621,500+ screens, 142,200+ flows, 'available now on all paid plans,' and 'Currently in beta. Feature access and availability may change.' Use this to anchor the flow count at 142,200+ (not 130,200+).
  13. 13. Mobbin Launches MCP Server (Morningstar syndication)
    Press release (syndicated) · morningstar.com · Second reputable syndication of the same BusinessWire release; useful redundancy given the primary BusinessWire URL is unreliable to automated fetch.
  14. 14. Mobbin pricing (Vendr marketplace)
    Directory listing · vendr.com · Secondary, USD contract-based estimates (~$20/$40 per-seat tiers, ~$4,000 ACV) that differ from official self-serve list prices; treated as negotiated/SMB benchmark.
  15. 15. Mobbin MCP entry (a2a-mcp.org)
    Directory listing · a2a-mcp.org · Secondary confirmation of 621,500+ screens, 130,200+ flows, 1,651+ apps and MCP capabilities.
  16. 16. Build Great Products - Mobbin
    Directory listing · buildgreatproducts.com · Confirms iOS, Android & Web platform coverage.
  17. 17. Mobbin Reviews, Pricing & Alternatives (Toolradar 2026)
    Third-party directory/review · toolradar.com · Independent corroboration of self-serve list prices: Pro $10/mo, Team $12/member/month, Enterprise contact sales; and free-tier limits (latest ~4 apps/4 sites). Helps confirm pricing while the official pricing page is 403 to bots.
  18. 18. Mobbin promo/pricing (Secret)
    Third-party review · joinsecret.com · Secondary confirmation of Pro pricing and yearly discount.
  19. 19. Unofficial Mobbin MCP (pdcolandrea, archived)
    Third-party review · github.com · Documents the pre-official community MCP and its tool names; now archived with an explicit pointer to the official server and the note that 'Mobbin has no public API' (true only before official launch).
  20. 20. Hacker News, Mobbin as benchmark
    Hacker News · news.ycombinator.com · Passing references only, mildly positive, no pricing or quality debate.
  21. 21. X, designer switches to Refero
    X · x.com · Concrete defection signal, via search snippet since X fetch is blocked.
  22. 22. Lazyweb
    Lazyweb product page · lazyweb.com · Free design research library for agents, screenshots, app trees, and research workflows.
  23. 23. Lazyweb MCP install
    Lazyweb setup page · lazyweb.com · Agentic setup path for Codex, Claude Code, Cursor, Antigravity, and other MCP clients.
  24. 24. Refero Docs — MCP Getting Started
    Official MCP/API docs · doc.refero.design · Confirms endpoint https://api.refero.design/mcp, Bearer/OAuth auth, Pro subscription required, 8,000 tool calls/month, and the Styles/Screens/Flows model.
  25. 25. Refero Docs — MCP Tools
    Official MCP/API docs · doc.refero.design · Enumerates all eight MCP tools across styles, screens, and flows; confirms web+iOS screen search.
  26. 26. Refero Docs — Plans
    Official docs · doc.refero.design · Lists Free, Pro, Team, Lifetime; Free explicitly has no MCP/Skill/Figma-plugin access; Team min 3 seats, per-seat, SSO.
  27. 27. referodesign/refero_skill — official agent skill repo (README)
    Official MCP/API docs · github.com · Primary source for verbatim counts '150,000+ real app screens and 6,000+ user flows from Stripe, Linear, Notion, Figma'; MCP endpoint, Bearer auth, and Claude Code/Cursor/Gemini CLI setup; MIT license.
  28. 28. Refero Docs — MCP for Business
    Official MCP/API docs · doc.refero.design · Usage-based Business pricing: $0.001/request, $2,000 minimum (~2M requests), volume-scaled; sales contact mike@refero.design.
  29. 29. Refero Reviews on Product Hunt (4.9/5, 16 reviews)
    Product Hunt · producthunt.com · Richest source. Verified live: 4.9/5 across 16 written reviews. Recurring praise for real-product references, search/filters, time savings, and free no-registration access; recurring criticism about isolated screens vs grouped flows and update frequency. “Love the filter functionality the most”
  30. 30. Mobbin vs. Refero: Which is Better? — Toolfolio
    Third-party review · toolfolio.io · Cites Pro ~$8/mo annual, Team ~$10/seat/mo annual, free tier ~a few percent of library, 100,000+ screens, web+iOS; notes historically screen-focused (not flows).
  31. 31. Mobbin vs Alternatives (2026): Refero vs Page Flows — CoolCuration
    Third-party review · coolcuration.com · Notes v4.0 added 6,000 user flows + AI search, strong web-first SaaS/dashboard/AI-agent coverage, generous free browse index.
  32. 32. Refero MCP — official MCP landing page
    Official MCP/API docs · refero.design · First-party MCP entry point and setup; cited for endpoint and Pro-plan/tool-call claims (page is JS-rendered).
  33. 33. Refero — official homepage
    Official product page · refero.design · Confirms positioning as UI/UX design inspiration for web and iOS; JS-rendered, so deep content required docs/repo cross-checks.
  34. 34. Refero Docs — Billing
    Official docs · doc.refero.design · Stripe billing, per-seat proration; points to refero.design/pricing for exact prices (no dollar figures inline).
  35. 35. Refero Docs — LLM index (llms.txt)
    Official docs · doc.refero.design · Agent-readable doc index confirming the Free/Pro/Team/Lifetime plan set and MCP doc sections (Business, Data Model, Examples, Getting Started, Tools).
  36. 36. lorecraft-io/refero-design-mcp — community MCP
    Other · github.com · Unofficial community MCP wrapping styles.refero.design DESIGN.md library — evidence of third-party servers alongside the first-party one.
  37. 37. Pablooo.club comparison page for Refero
    Other · pablooo.club · BIASED: page belongs to a competing free tool. Frames Refero negatively on cost, a 'closed' library, and a limited free plan. Included for completeness but discounted for conflict of interest. “The free plan gives very limited access. You only see a few recent apps and flows, with heavy limits on search and downloads.”
  38. 38. 33% Refero Coupon (2026) + 3-Day Free Trial — AffiliateWeapons
    Directory listing · affiliateweapons.com · Affiliate source: 3-day no-card trial, 33% annual discount, ~$12 monthly figure, and taxonomy counts (45 categories, 36 flow types, 87 patterns, 69 components). Treat pricing as secondary.
  39. 39. Refero — Good Design Tools directory
    Directory listing · gooddesign.tools · Freemium; legacy counts (12,000 pages / 60,000 searchable screens) illustrating earlier library size.
  40. 40. Refero Design — Cledara marketplace
    Directory listing · cledara.com · Describes 'design research tool,' ~37,000 references / 12,000 tagged screens (older figures), web+iOS; average customer spend cited.
  41. 41. Refero Competitors & Alternatives — Product Hunt
    Product Hunt · producthunt.com · 4.9/5 across 16 reviews, ~1.6K followers; 'design research for humans and AI'; framed as reference board vs Mobbin's flow/video view.
  42. 42. Refero 2.0 launch thread (maker reply on screen grouping)
    Product Hunt · producthunt.com · Contains the most-cited complaint plus maker Mike Bespalov acknowledging it as 'valid' and describing grouping-by-site and a 'design history' feature in development. “When I'm filtering references, I get the list of separate screens...not grouped in whole user experiences”
  43. 43. Refero MCP/AI launch reviews
    Product Hunt · producthunt.com · Positive early feedback on AI/MCP pattern search and a 'reasonable for small/growing teams' pricing sentiment. “Pattern search feels grounded in real products...suggestions much closer to what I'd actually ship”
  44. 44. Refero on AlternativeTo
    Review site · alternativeto.net · Thin listing: tagged free with 27 alternatives (Supahero, UI.live, Layers, Mobbin, BentoGrids), light engagement, no substantive written user reviews. Shows it's compared against both paid and free options. “Explore real-world product designs. Get inspired by top examples of product design.”
  45. 45. Refero 'Show HN' launch (founder, May 2024)
    Hacker News · news.ycombinator.com · The ONLY Refero item on HN: the founder's own post, 5 points and ZERO comments — no community discussion either way. Evidence that forum signal is thin, not evidence of sentiment. “Every designer spends up to 6 hours a week looking at references on sites like Dribbble and Behance.”
  46. 46. midudev endorsement of Refero Styles / DESIGN.md
    X · x.com · Genuine amplification from a major dev influencer for the AI-agent DESIGN.md library. Quote is from a search snippet; direct X fetch was blocked, so re-confirm verbatim wording before public use. “¿Quieres que tu IA suba el nivel de sus diseños? Necesitas conocer este recurso de archivos DESIGN.md. +2000 disponibles.”
  47. 47. My Design System Toolbox benchmarking (Antoine Deshoux, Medium)
    Blog · antoinedeshoux.medium.com · Calls Refero 'a very good alternative' to Mobbin and praises a fairly complete free tier, while noting a complaint about lack of filters. “Newcomer in competition with mobbin... a very good alternative. The free version is quite complete.”
  48. 48. Individual Subscription Plans — Page Flows
    Official pricing page · pageflows.com · Primary source for exact pricing: $2.95 non-refundable 3-day trial; Yearly $8.25/user/mo billed $99/yr; Quarterly $13/user/mo billed $39/qtr; Team $199/yr; all plans 'unlimited' access. No free tier.
  49. 49. Sign Up — Page Flows
    Official product page · pageflows.com · States 'Full access to 1,000+ apps'; confirms subscription gating. No mention of API/MCP/export.
  50. 50. Page Flows Reviews | Trustpilot
    Review site · trustpilot.com · 4.6/5 across 57 reviews (88% 5-star). High average is partly solicited/templated, but the credible 1-star cluster (~7%) is the strongest organic signal: auto-converting trial charges a full quarter, refunds denied, no invoices/renewal reminders. Also the clearest positive use case (team alignment in planning meetings). “I canceled my subscription within the 3-day trial period, but I was still charged for a full 3-month subscription and my refund request was denied. On top of that, my access has now been deactivated.”
  51. 51. Page Flows — Product Hunt (product page)
    Product Hunt · producthunt.com · 89 followers, 1 review, 1.0/5 rating — the only first-hand public review signal.
  52. 52. Page Flows Reviews — Read 211 Genuine Customer Reviews | Reviews.io
    Review site · reviews.io · 4.8/5 across 211 reviews, 100% recommend. Verified firsthand: praise centers on clean UI and time savings; mild criticism on search filters and per-flow depth. Maker replies are 'identical or near-identical' across reviews — a templated/solicited pattern, so treat the average as partly company-driven. “Navigation is simple but I feel like search filters could be improved a bit.”
  53. 53. Show HN-style thread: founder on running pageflows.com
    Hacker News · news.ycombinator.com · The one substantive organic thread. Outside commenters reacted positively to the concept; two contrasting-but-real pricing reactions; and the founder candidly disclosed high churn — the most credible non-review community signal. “Quite a low priced product with decently high churn, so I've been trying to find ways to increase the value”
  54. 54. Page Flows vs Mobbin (SaaSHub)
    Review site · saashub.com · Aggregates lukewarm-positive Reddit-sourced snippets ('can definitely spark ideas') and shows Page Flows with slightly lower social share-of-voice than Mobbin (10 vs 15 mentions). Useful as a measured, non-effusive read. “Page flows is pretty useful. Seeing how other tools solved for similar workflows can definitely spark ideas.”
  55. 55. Official MCP Registry - search API (pageflows)
    Official MCP/API docs · registry.modelcontextprotocol.io · Direct registry search endpoint returning an empty servers array (count 0) for 'pageflows' — stronger primary evidence for mcpApi=none than the registry homepage the researcher cited.
  56. 56. Official MCP Registry
    Official MCP/API docs · registry.modelcontextprotocol.io · Checked for a Page Flows MCP server; none found, supporting status=none.
  57. 57. Page Flows — Home
    Official product page · pageflows.com · Positioning ('UI/UX Inspiration from Real User Flows'), platform coverage (iOS/Android/web/email), and soft scale claims ('100,000+ designers', '10,000+ brands'). No API/MCP mentioned.
  58. 58. UI/UX Design Inspiration for Apps and Websites — Page Flows (Learn More)
    Official docs · pageflows.com · Confirms iOS/Android/web/email coverage and content types; no hard flow/screen counts; no API/MCP.
  59. 59. Web CRM Flow — UX Examples | Page Flows
    Official product page · pageflows.com · Evidence that web/SaaS-app flows are covered, not just mobile.
  60. 60. Unique Website Screens & UI Inspiration (pricing-plans) — Page Flows
    Official product page · pageflows.com · Shows website/marketing-page screen coverage.
  61. 61. Screenlane and Page Collective Rebrand to Page Flows
    Official press release · prnewswire.com · Confirms Page Flows = merger of Screenlane (screenshots) + Page Collective (flows), rebranded July 10, 2024; CEO unnamed; no library-size figures.
  62. 62. PageFlows Reviews, Pricing & Alternatives (2026)
    Directory listing · toolradar.com · Secondary confirmation of pricing/platforms; lists generic SaaS integrations (Slack/Notion/etc.) but no API or MCP; '0 reviews tracked.'
  63. 63. Top 10 Page Flows Alternatives & Competitors (2026)
    Directory listing · g2.com · Confirms competitive set (Mobbin, UI Garage, Mobile Patterns, etc.); no API/MCP claims.
  64. 64. PageFlows - Explore real-world UI/UX design flows | SimilarLabs
    Third-party directory · similarlabs.com · Useful as a CAUTIONARY corroborator on library depth: it claims '100,000+ recorded flows' and '500+ annotated UI elements' (launched Mar 29, 2025), which directly conflicts with the '20,000+ flows / 79,000+ screens' and '300+ apps' figures elsewhere — concrete evidence that third-party library-size numbers for Page Flows are inconsistent and should not be published as fact.
  65. 65. Page Flows — Product Hunt reviews
    Product Hunt · producthunt.com · Full text of the single negative review (trial/billing dispute; user switched to Mobbin).
  66. 66. Page Flows 2.0 reviews on Product Hunt
    Product Hunt · producthunt.com · The 2.0 launch holds an aggregate 4.8/5 across 24 reviews, framing it as a useful design-inspiration reference for refreshing designs and breaking creative block — the positive launch-era counterweight to the current 1.0 product-page review. “rated it 4.8/5 based on 24 reviews”
  67. 67. Page Flows — Plus UI Design
    Third-party review · plusuidesign.com · Secondary source citing '300+ top apps'; contrasts Screenlane (screenshots) vs Page Flows (full journey). No API/MCP.
  68. 68. Best Mobbin Alternatives (Toolworthy)
    Blog · toolworthy.ai · SEO 'Mobbin alternatives' listicle, but it captures the single most-repeated genuine differentiation theme (video flows vs static screenshots) and the favorable pricing framing vs Mobbin. Promotional in tone — weigh accordingly. “Mobbin shows you the destination, Page Flows shows you the trip.”
  69. 69. Page Flows Review: A Smarter Way to Learn UX (GeekVibesNation)
    Blog · geekvibesnation.com · Affiliate-flavored but detailed editorial review; strongly positive on the real full-screen flow videos (Uber, Netflix, Shopify) and on focus over breadth. Treat as favorable/promotional, not neutral. “It's not a tool that tries to do everything—it just does one thing better than the rest.”
  70. 70. UX Archive — official homepage (uxarchive.app)
    Official product page · uxarchive.app · Primary source for positioning ("The GitHub for UX Patterns"), feature list, and the full pricing section (Free $0, Plus $7/mo, Pro $12/mo Coming soon). Footer shows © 2025 Gaepo Hitchhikers and contact okeydokekim@gmail.com.
  71. 71. UX Archive — Plus checkout / sign-in (uxarchive.app/price/plus)
    Official pricing page · uxarchive.app · Plus plan page gated behind "Sign In With Google," confirming auth-gated purchase flow; consistent with the $7/mo Plus tier.
  72. 72. UX Archive — official profile (uxarchive.app/u/uxarchive)
    Official product page · uxarchive.app · Flagship profile, joined November 2025: 9 public repositories, ~3,750 total screens (ZARA ~1,829); shows mobile-first, Korean-app-heavy coverage. Evidence of small scale and recent launch.
  73. 73. UX Archive — Shared Repositories gallery (uxarchive.app/share/r)
    Official product page · uxarchive.app · Public discovery gallery (~20 repos) with view/like/fork metrics; several low-engagement entries. Confirms screenshot-collection model and no API/MCP surface.
  74. 74. UX Archive — 'Organize your UX Patterns' (Product Hunt launch overview)
    Product Hunt · hunted.space · The actual TARGET product's launch (Nov 2025): ~11 upvotes, 3 comments, #33 of day, not featured. Page shows only the makers' own framing — no authentic user sentiment. “We're launching a workspace made for your own UX screenshots — not another UI inspiration library.”
  75. 75. UXArchive — AlternativeTo listing
    Review site · alternativeto.net · Zero user reviews; low likes (~2) versus Mobbin (~7) and free picks like Layers (~14). Demonstrates weak mindshare and absence of rating-based reputation. “No comments or reviews, maybe you want to be first?”
  76. 76. SaaSHub — Mobbin vs UX Archive Animated comparison
    Review site · saashub.com · Editorial (not user) comparison framing the legacy UX Archive as narrower than Mobbin and lacking the 'why' behind decisions. “while the animations are visually informative, they often lack detailed explanations or context about why certain UX decisions were made”
  77. 77. Review: UX Archive — UX Magazine (Andrew Zusman, Jan 2013)
    Review site · uxmag.com · Only substantive long-form review, but about the ORIGINAL product. Praises its usability; warns that opening uploads could dilute quality — a critique that ironically maps onto the new .app's community-upload model. “the direction of that growth is unclear. If everyday users are allowed [to] upload their own apps, the beauty of the site could be compromised.”
  78. 78. uxarchive.com → waldo.com (301 redirect)
    Other · uxarchive.com · The older, separate "world's largest library of mobile user flows" by Waldo now 301-redirects to waldo.com — effectively defunct. Critical for disambiguating the two products.
  79. 79. UX Archive on Crunchbase
    Other · crunchbase.com · Attempted for funding/company signal but returned HTTP 403; could not confirm any funding or company structure.
  80. 80. UXArchive on AlternativeTo
    Directory listing · alternativeto.net · Describes uxarchive.com (Waldo), listed Free/Proprietary, last updated Jun 2023. Secondary signal about the older product, not the .app.
  81. 81. UXArchive on Fountn
    Directory listing · fountn.design · Links to uxarchive.com; describes mobile-app design-pattern library, freemium, mobile-only. Refers to the older product.
  82. 82. UXArchive on Prototypr Toolbox
    Directory listing · prototypr.io · "A library of mobile user flow examples" — describes the older uxarchive.com/Waldo flows product.
  83. 83. UXArchive on Product Hunt
    Product Hunt · producthunt.com · Describes the OLD uxarchive.com (powered by Waldo); links to uxarchive.com. Original listing 2014, last version 2020. Not the .app product.
  84. 84. UXArchive reviews on Product Hunt
    Product Hunt · producthunt.com · Single 5.0 review ("It helps me a lot. Thanks guys!", ~3 years old) for the Waldo .com product; no reviews of the .app product.
  85. 85. UXArchive on Product Hunt (uxarchive-2 post)
    Product Hunt · producthunt.com · The 2020 relaunch post for the OLD uxarchive.com ("world's largest library of mobile user flows," powered by Waldo). Strong primary evidence that Product Hunt listings/reviews describe the separate, now-defunct .com product, NOT uxarchive.app. Useful for the two-product disambiguation.
  86. 86. Show HN: UX Archive — UX patterns across iPhone apps (original product, 2012)
    Hacker News · news.ycombinator.com · The substantive legacy thread (116 pts / 35 comments) — but about the ORIGINAL uxarchive.com, the lineage predecessor, NOT today's uxarchive.app. Strong concept-praise balanced by concrete UX criticism (broken search, image/scroll bugs, poor mobile layout, no tags). “I really like how you can take a specific facet of a mobile application [and] see how it is implemented across various applications. Very nice design.”
  87. 87. Show HN follow-up: iOS 6 vs iOS 7 flow comparison (2013)
    Hacker News · news.ycombinator.com · Smaller positive reception (~15 pts) for the original product. Legacy lineage, not the .app workspace. “Very comprehensive actually, this is quite an impressive piece of work.”
  88. 88. HN comment mention as a go-to mobile resource (2020)
    Hacker News · news.ycombinator.com · Low-volume but durable word-of-mouth for the original library; illustrates that legacy goodwill belongs to uxarchive.com. “@uxarchive is one of the most useful mobile resources! Well done”
  89. 89. Designer recommendation tweet grouping UX Archive with Mobbin/builtformars
    X · x.com · Representative of the discoverability problem: the positive X word-of-mouth points to uxarchive.com (original library), not the .app product. “uxarchive.com - learn by watching the biggest library of mobile user flows ... mobbin.com - learn by replicating app design screens”
  90. 90. Page Flows — Pricing (official)
    Official pricing page · pageflows.com · Primary source for exact pricing ($2.95 3-day trial; $39/qtr; $99/yr; $199/yr team 3–10 seats), no free tier, and library scale claims (79,000+ screens / 20,000+ apps / conflicting 100,000+ screens header).
  91. 91. Page Flows - Team Pricing (official, live library counters)
    Official pricing page · pageflows.com · Best primary source for CURRENT library scale: live counters show 172,682 screenshots, 10,640 annotated user-flow videos, and 20,115 emails. Also confirms team plan starts at 3 seats, scales to 10, billed yearly. Supersedes the stale '79,000 screens' copy on the main pricing page.
  92. 92. screenlane.com (301 redirect to pageflows.com)
    Other · screenlane.com · Primary verification: the Screenlane domain no longer resolves to its own product and 301-redirects to Page Flows. Confirmed live in June 2026. The single most decisive fact for the comparison page. “301 Moved Permanently -> https://pageflows.com/”
  93. 93. Screenlane and Page Collective Rebrand to Page Flows (PR Newswire)
    Official press release · prnewswire.com · Primary source confirming the July 10, 2024 merger/rebrand of Screenlane + Page Collective into Page Flows.
  94. 94. Screenlane Reviews, Pricing & Alternatives 2026 (ToolRadar)
    Directory listing · toolradar.com · Secondary: confirms paid-only/no free tier, pricing tiers, 'Page Flows, also referred to as Screenlane,' and '0 reviews tracked' (thin direct UGC).
  95. 95. Page Flows vs Mobbin (SaaSHub)
    Directory listing · saashub.com · Secondary: $99/yr paid, no free tier, no API/MCP, no star rating; qualitative pros/cons and designer sentiment.
  96. 96. Mobbin vs Alternatives 2026 — Refero vs Page Flows vs 11FS Pulse (CoolCuration)
    Third-party review · coolcuration.com · Secondary: positions Page Flows as video/flow-first and best for journey thinkers; contrasts with screenshot galleries.
  97. 97. Mobbin Alternatives (Toolworthy)
    Blog · toolworthy.ai · Source of the recurring breadth criticism: ranked below Mobbin, library described as smaller/shallower. “A realistic limitation is that Screenlane's library is smaller than Mobbin's at any given moment.”
  98. 98. Free Mobbin and Appshots Alternatives for UI References (Medium)
    Blog · medium.com · Representative mild-praise + comparison: 'decent' free Mobbin alternative valued for tag/filter granularity. Note the qualifier 'decent' rather than strong enthusiasm. “Decent free alternative to Mobbin. Each design is tagged so you can filter by screen type, elements on the screen, and product categories.”
  99. 99. Page Flows — homepage (official; screenlane.com redirects here)
    Official product page · pageflows.com · Establishes current product, positioning for designers/PMs/developers, platform coverage (iOS/Android/web/websites/email), '300+ apps' video flows, '100,000+ designers'; no API/MCP mentioned.
  100. 100. Screenlane — Pricing (301 redirect to Page Flows)
    Official product page · screenlane.com · Confirms screenlane.com 301-redirects to pageflows.com — i.e., Screenlane is no longer a standalone product.
  101. 101. Page Flows — example flow page (Approve API)
    Official docs · pageflows.com · Representative content/example page; confirms format (recorded flows + screen captures + UX annotations) and that Page Flows offers no API/MCP of its own.
  102. 102. Page Flows - iOS Onboarding flows (official category page)
    Official product page · pageflows.com · Primary confirmation that content is full-screen VIDEO recordings of complete flows ('not just cropped screenshots'), supporting the video-flow-first differentiator and platform coverage.
  103. 103. Page Flows - Learn More (official)
    Official product page · pageflows.com · Confirms platform coverage (iOS/Android/web/email), '100,000+ designers,' '10,000+ brands,' and the absence of any API/MCP/SDK; 'batch download screens' is the only export-like feature.
  104. 104. Storylane Pricing 2026 (Arcade Blog) — disambiguation
    Other · arcade.software · Used only to disambiguate: 'Storylane' (interactive demos) is a different company, not Screenlane/Page Flows.
  105. 105. Screenlane (Zefi tools directory)
    Directory listing · zefi.ai · Secondary: background that Screenlane evolved from UI Movement (2020) into a mobile/web screenshot gallery + newsletter.
  106. 106. Screenlane (usetools.design)
    Directory listing · usetools.design · Secondary background on Screenlane's original gallery + ~25k-subscriber weekly newsletter and Product Hunt history.
  107. 107. UI Movement on Product Hunt (Screenlane's original listing)
    Product Hunt · producthunt.com · The product's Product Hunt page (old name) shows zero reviews/no rating; legacy launch traction (1,000+ upvotes) is its only real PH signal. “No reviews yet. Be the first to leave a review for UI Movement.”
  108. 108. Screenlane and Page Collective Rebrands to Page Flows (SmartBranding)
    Third-party review · smartbranding.com · Secondary confirmation of the rebrand and the move to the pageflows.com exact-match domain.
  109. 109. UI Movement launch (Hacker News, 2015)
    Hacker News · news.ycombinator.com · The only HN thread in this product lineage: 3 points, one positive non-founder comment, no criticism/pricing/comparison. Honest evidence of how thin HN signal is. “Great curation of UI!”
  110. 110. Goodbye UI Movement (founder Ramy Khuffash, Rocketgems)
    Blog · rocketgems.com · Founder-reported (not independent) sentiment on the rebrand; useful for context but low weight as objective opinion. Also documents the cease-and-desist behind the original rename. “User feedback was surprisingly positive; subscribers expressed genuine disappointment about UI Movement's end and encouragement about Screenlane's direction.”
  111. 111. Top 5 Websites for Free UI Design Inspirations From Real Products (Medium)
    Blog · mehedihas.medium.com · Representative listicle framing it as a free alternative to premium Mobbin (~$8/mo) and citing its Product Hunt/subscriber traction as validation. “rose to fame after being upvoted over 1,000 times on Product Hunt. It now has over 25,000 subscribers”
  112. 112. GoodUI Join / membership pricing
    Official pricing page · goodui.org · Primary source for current tiers: Solo $72/mo or $60/mo annual ($720/yr); Team $144/mo or $120/mo annual ($1,440/yr); Expert-Guided ~$1,950/mo annual with 1 monthly test review; all include 625+ tests and 30-day guarantee. No mention of API/MCP/export.
  113. 113. GoodUI Tests (all tests)
    Official docs/listing · goodui.org · Confirms 625 A/B tests, filters by screen (Home/Landing, Product, Checkout, Pricing, Signup, etc.), metric, and Desktop/Mobile device; results gated for members.
  114. 114. GoodUI Pricing A/B Tests (sample list)
    Official listing · goodui.org · Shows exactly what's free vs gated for logged-out users: titles, before/after screenshots, and descriptions are visible; effect sizes ('X.X%'), winners and sample sizes require membership.
  115. 115. GoodUI Patterns
    Official listing · goodui.org · Confirms pattern count (#141 latest) and web/conversion scope; full pattern detail/evidence gated.
  116. 116. GoodUI Datastories
    Official product page · goodui.org · Older one-time product: 26 in-depth A/B case studies as PDFs for $289 via Gumroad; cites 1,533 testing days, 92% success, 23% median impact.
  117. 117. Quora — What do UI/UX designers think of GoodUI's ideas?
    Review site · quora.com · Most substantive independent thread (~10 years old). Four on-topic designer answers; mixed-to-critical. Top answer has 93 upvotes. “The whole site rubs me the wrong way... Some of their "ideas" are straight up copied from the Nielson-Norman list... A/B testing is not design. It never will be... the site design is terrible!”
  118. 118. Hacker News — Leaked UI A/B Tests from Major Websites (goodui.org)
    Hacker News · news.ycombinator.com · 2020 thread, 75 points, 16 comments. Skepticism about whether the scraped diffs are real A/B tests and that no quantitative results are shown. “Where is the data on results? ... they moved an action button above the fold (duh). But no details on how much more effective the move was.”
  119. 119. G2 — GoodUI Alternatives & Competitors
    Review site · g2.com · GoodUI is listed but no user reviews/ratings surfaced; auto-grouped with full A/B testing platforms (PostHog, VWO, Webflow), highlighting weak category fit.
  120. 120. GoodUI homepage
    Official product page · goodui.org · States 141 patterns / 625 tests, 143.5M+ visitor sample, '5+ new tests each month,' lists named companies, and shows site navigation (Patterns, Tests, Leaks, A/B Test This, Contribute, Blog, Get Access) with no API/MCP entry.
  121. 121. GoodUI Leaks
    Official listing · goodui.org · Documents real competitor experiments (Amazon, Airbnb, Booking.com, Etsy) observed in the wild — the 'Leaks' feature.
  122. 122. GoodUI Tests — Pricing, Mobile device filter
    Official listing · goodui.org · Live URL that proves 'Mobile' is a responsive-web device facet of the standard web tests (not a native-app corpus). Useful primary evidence for the platformCoverage claim that GoodUI is web-only.
  123. 123. GoodUI Pattern #114: Less Or More Visible Prices
    Official pattern page · goodui.org · Concrete example of a single pattern's detail page (web conversion / pricing scope), useful to illustrate the free-vs-gated structure at the individual-pattern level.
  124. 124. GoodUI — Fountn design resource directory
    Directory listing · fountn.design · Directory listing categorizing GoodUI as an A/B-tested patterns resource for conversion.
  125. 125. GoodUI Fastforward — Product Hunt
    Product Hunt · producthunt.com · Secondary signal: 2018 launch, 7 upvotes, 'No reviews yet'; describes repeatable AB-tested patterns. Indicates thin UGC.
  126. 126. GoodUI: Learn from Real A/B Test Results — DEV.to
    Third-party review · dev.to · Descriptive third-party overview of GoodUI as an evidence-based learning resource.
  127. 127. A Scientific Method to Pick Your Next A/B Test — Convert.com
    Third-party review · convert.com · Confirms Jakub Linowski as founder and the pattern/probability methodology behind GoodUI.
  128. 128. A Conversion Conversation with GoodUI's Jakub Linowski — Experiment Nation
    Third-party review · experimentnation.com · Interview establishing GoodUI's mission and experimentation-driven approach; favorable but not a user review.
  129. 129. Jakub Linowski on patterns in A/B testing — Omniconvert
    Third-party review · omniconvert.com · Secondary signal on founder credibility and the value of pattern-based testing.
  130. 130. Hacker News — comment on a goodui.org post (footer/CTA critique)
    Hacker News · news.ycombinator.com · Older (2013) tangential thread; criticism aimed at GoodUI's own UI/CTA rather than its substance. “If your domain name is goodui.org and you lead with "A Good User Interface ... is easy to use." you'd better be damned serious about user interfaces.”
  131. 131. indefiniteloop — Ever Growing List of Remarkable UI Design Ideas
    Blog · indefiniteloop.com · Positive blog mention listing GoodUI among recommended resources. “GoodUI.org is a great design resource... I instantly took a liking to GoodUI.”
  132. 132. Rodrigo Maués — A/B Tests with GoodUI.org
    Blog · rodrigomaues.com · Positive, but written by a self-described top GoodUI contributor (affiliated, not neutral). “...currently the top contributor on GoodUI.org with 12 patterns and 13 A/B test results shared.”
  133. 133. Mobbin vs Alternatives (Refero, Page Flows, 11FS Pulse)
    Blog · coolcuration.com · Representative of the Mobbin/Refero UI-reference category — notably does NOT include GoodUI, confirming GoodUI sits in a different (A/B-evidence) niche. “Mobbin is the better choice when depth matters... Refero is the better choice when speed and budget matter.”
  134. 134. SaaSFrame Plans & Pricing
    Official pricing page · saasframe.io · Pro pricing $14/mo, $36/qtr ($12/mo), $120/yr ($10/mo); Enterprise custom quote; no free plan; Lemon Squeezy checkout; 7-day refund; cancel anytime. Same feature set across paid tiers.
  135. 135. SaaSFrame home page
    Official product page · saasframe.io · Headline 'UI Design inspiration for SaaS builders'; '5,000+ real-world UX & UI design examples'; confirms websites + product interfaces + email sequences, Figma file downloads, desktop/mobile versions, and category counts (Landing 284, Pricing 211, Account Setup 620, Onboarding 351, etc.).
  136. 136. SaaSFrame SaaS library
    Official product page · saasframe.io · Lists three content divisions (Websites, Products, SaaS library) and ~105 documented companies; reinforces web + product + email scope and no native-app coverage.
  137. 137. SaaSFrame Free Trial Emails category
    Official docs · saasframe.io · '81 SaaS Free Trial Emails UI Design Examples' — confirms email examples are part of coverage, not just marketing/product screens.
  138. 138. SaaSFrame on Product Hunt
    Product Hunt · producthunt.com · ~365 followers, no posted reviews/rating; maker described as a growth marketer; launch history (Jun 2020 top-3 ~800 upvotes; Sep 2020; SaaSFrame 2.0 Feb 2023); 2023-era copy still cites '600+ examples'.
  139. 139. SaaSUI vs SaaSFrame comparison
    Third-party review · saasui.design · Competitor-authored (SaaSUI). Cites SaaSFrame '5,000+ screenshots', '105+ pages of SaaS', Free + Pro ($14/mo or $139/yr), Figma on Pro, Flows feature, desktop+mobile toggle. Biased toward SaaSUI's pattern-first framing; no API/MCP mentioned for either.
  140. 140. Mobbin VS SaaSFrame - compare differences & reviews? | SaaSHub
    Review site · saashub.com · Aggregator comparison. Notes Mobbin is far more frequently mentioned (15 vs 1) and lists generic pros/cons; explicitly states 'No direct user reviews are presented.' “Mobbin is significantly more popular based on available mentions (15 vs 1).”
  141. 141. 10 paying customers! — SaaSFrame | Indie Hackers
    Other · indiehackers.com · Founder (Antoine Milkoff) milestone thread. Source of the Spendesk organic-advocacy story; commenter sonnyd raised an unanswered copyright/IP concern about monetizing others' screenshots. “questioning copyright implications of profiting from screenshots of others' design work”
  142. 142. SaaSFrame Account Setup category
    Official docs · saasframe.io · Example category page confirming live per-category screen counts (620 Account Setup examples), corroborating multi-thousand-screen scale.
  143. 143. SaaSFrame Pricing Page category
    Official docs · saasframe.io · '211 SaaS Pricing Page UI Design Examples in 2026' — confirms count and that the library is actively maintained/dated to 2026.
  144. 144. SaaSFrame | Good Design Tools
    Other · gooddesign.tools · Curated tool directory (added Jan 2024). Lists it as freemium 'UX/UI research tool for SaaS designers' with no evaluative rating or commentary.
  145. 145. SaaSFrame on SaaSWorthy
    Directory listing · saasworthy.com · Directory profile (returned 403 to automated fetch). Surfaced in search as a features/pricing listing dated May 2026; used only as a secondary existence/pricing cross-check.
  146. 146. SaaSFrame discount on DesignerUp
    Directory listing · designerup.co · Perks/affiliate listing; secondary signal that SaaSFrame runs an affiliate/discount ecosystem and reflects an older $139/yr annual figure.
  147. 147. SaaSFrame Alternatives | SaaSHub (community votes)
    Review site · saashub.com · Community vote counts only (no testimonials): SaaS Pages (7), Mobbin (7), Lapa Ninja (6) lead as alternatives, suggesting rivals carry more community enthusiasm. “SaaS Pages (7 votes), Mobbin (7 votes), Lapa Ninja (6 votes)”
  148. 148. The Best Websites to Find Web App Inspiration (UI and UX) | SaaS Landing Page
    Blog · saaslandingpage.com · Listicle that includes SaaSFrame among recommended inspiration tools alongside Mobbin, Page Flows, etc. (Page returned 403 on direct fetch but surfaces SaaSFrame as a recommended resource in search.)
  149. 149. Mobbin vs Alternatives (2026): Refero vs Page Flows vs 11FS Pulse | Cool Curation
    Blog · coolcuration.com · Context for the Mobbin/Refero/Page Flows landscape SaaSFrame competes in. Notably does NOT include SaaSFrame, underscoring its lower mindshare versus Mobbin and Refero in some roundups.
  150. 150. Refero promotion on Threads (Japanese designer)
    X · threads.com · Represents the competitive sentiment SaaSFrame faces: Refero praised for granular part-by-part search ('404 pages', 'pricing tables'). Social proof flows to a rival, not SaaSFrame. “Mobbinの競合だが、こちらは「404ページ」「料金表」などのパーツごとの検索がめちゃくちゃ優秀 (a Mobbin rival, but its part-by-part search for things like 404 pages and pricing tables is excellent)”
  151. 151. ScreensDesign Pricing
    Official pricing page · screensdesign.com · Rendered and toggled in a headless browser: single "Full Pro" plan, Weekly $19 / Monthly $39 / 6 Months $199 / Annual $399 (~$33/mo equiv), with per-period /create credits (50/wk, 200/mo, 1,200/6mo, 2,400/yr). No free tier or trial shown.
  152. 152. ScreensDesign Library
    Official product page · screensdesign.com · Live catalog index renders "2,538 apps" (June 2026) and is browsable without login.
  153. 153. ScreensDesign homepage (designvault.io 301-redirects here)
    Official product page · screensdesign.com · Rendered in a headless browser: confirms iOS focus, "2450+ iOS apps with full videos, paywalls, onboarding flows, store screens, revenue signals," the Create generator pitched to "let AI coding agents build them," and an industry logo wall. designvault.io returns HTTP 301 to this host.
  154. 154. ScreensDesign sitemap
    Official docs · screensdesign.com · Enumerates real routes (library, pricing, animation-explorer, web-onboardings, store-screenshots, hundreds of /categories/*-apps/ pages, /search pattern pages, /apps/ detail pages). No /api, /docs, /mcp, or /developers route exists, supporting the 'no MCP/API' finding.
  155. 155. Dale-Anthony Williams — Product Designer (Design Vault creator)
    Official product page · daleanthony.com · Founder's portfolio lists "Design Vault (sold Feb 2026) — Real-world design inspiration & UX patterns from exceptional products," confirming the product was sold; the domain now resolves to ScreensDesign.
  156. 156. Design Vault 2.0 – Real-world design inspiration and UX patterns | Hacker News
    Hacker News · news.ycombinator.com · The product's HN launch: 1 point and 0 comments — no community discussion or traction. Strong signal that public sentiment is essentially absent.
  157. 157. Design Vault | AlternativeTo
    Review site · alternativeto.net · Listed as free, Proprietary, UK, by Dale-Anthony. Only 2 likes and explicitly zero reviews; 28 alternatives listed (top: Supahero, UI.live, Layers). “No comments or reviews, maybe you want to be first?”
  158. 158. ScreensDesign reviews. Is ScreensDesign good? | SaaSHub
    Review site · saashub.com · The rebranded successor (designvault.io redirects here). Freemium at $15/mo, but '(0 reviews)' — no user sentiment available even after the relaunch. “(0 reviews)”
  159. 159. ScreensDesign robots.txt
    Official docs · screensdesign.com · Allows all, points only to sitemap.xml. No API/developer/agent routes. Reinforces the 'no developer surface' finding alongside the sitemap.
  160. 160. Design Vault by Dale-Anthony on Dribbble
    Other · dribbble.com · Founder's Dribbble post for the original Design Vault brand. Secondary/historical signal.
  161. 161. Official MCP registry search (ScreensDesign / Design Vault)
    Registry · registry.modelcontextprotocol.io · Queried the MCP connector registry for screensdesign / design vault / design-library / UI-inspiration; returned zero results. Definitive negative evidence that no official or third-party MCP server exists.
  162. 162. Design Vault — Prototypr Toolbox
    Directory listing · prototypr.io · Describes the original Design Vault as "a curated library of screenshots & interaction patterns from the world's best digital products"; credits Dale Williams. Secondary signal.
  163. 163. ScreensDesign — SoftwareSuggest
    Directory listing · softwaresuggest.com · Third-party profile: "a UI/UX resource featuring 1,500+ top iOS apps ... 40 new additions weekly," email support ceo@screensdesign.com. Library figure is stale vs the live 2,538, indicating growth. Secondary signal.
  164. 164. ScreensDesign Review — neoads.tech
    Third-party review · neoads.tech · Cited via search snippet (Feb 6, 2026): calls it "a high-quality reference library grounded in real products" and "a visual search engine for mobile UX/UI inspiration." Page currently returns 404, so treated as weak secondary signal.
  165. 165. DesignVault.io Alternatives | SaaSHub
    Review site · saashub.com · No user reviews or ratings; positions it among 10+ alternatives with top competitors Mobbin, pttrns, and UX Archive Animated. “UI interaction patterns & screenshots from the world's best digital products”
  166. 166. How can I better communicate what Design Vault is all about? — WIP
    Reddit discussion · wip.co · Indie-maker (WIP) community post by the founder about positioning Design Vault. Secondary signal on early product framing.
  167. 167. Design Vault Tips and Tricks | Designer.tips
    Blog · designer.tips · Positive editorial copy (praises clean interface) but appears AI-generated and partly inaccurate (calls it 'secure, encrypted storage for digital designs'); the only 'drawbacks' (hard to find content, premium cost) are not attributable to real users. “clean, intuitive, and organized interface that makes finding inspiration a breeze”
  168. 168. Design Vault (@DesignVault) / X
    X · x.com · Official X account exists and links to designvault.io, but search surfaced no user reactions, quote-tweets, or discernible third-party sentiment.