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WHITESPACE · CLUSTER INDEX · 10,202 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 10,202 of them, 50 to a page.

  1. AI retail business assistants6 entriesfirst seen 2026-09-12This cluster comprises AI assistants for merchants and store owners that analyze business performance, diagnose issues, and recommend actions, with some also handling customer service and reporting. The cluster's dated history is too thin to read a shape from—only 0 dated entries exist before the index start, so it predates the index or its members are undated. Traction is led by ku-1 with 1 star, while paytm-saarthi and Recoshu have 0 stars.
  2. Desktop physics charm toys6 entriesfirst seen 2026-09-12This cluster comprises desktop toys that hang a physics-simulated charm from the screen or menu bar, letting users swing, nudge, or throw it with realistic momentum and reactions to window movements and cursor interactions. The cluster's dated history is too thin to read a shape from; it predates the index or its members are undated. Among traction leaders, Hangly leads with 34 stars, followed by Hangly-Windows (4 stars) and Dangle (1 star).
  3. AI mandi price advisors6 entriesfirst seen 2026-09-11This cluster comprises web and app platforms helping Indian farmers access mandi price intelligence, profit optimization, and conversational AI guidance. The dated history is too thin to read a shape from, with only one entry before the index start. Traction leadership is held by AGRO-PROFIT with 3 stars, while Grammen-AI and kissan-setu show 0 stars.
  4. 3D multiplayer chess with AI tutoring6 entriesfirst seen 2026-09-11This cluster comprises three products offering 3D chess games with multiplayer matches against humans or AI, some featuring a visual tutor that draws move explanations on the board and one supporting wagering between players. The dated history before the index start is too thin to read a shape from, with only two dated entries, so the cluster likely predates the index or most members are undated. On traction, Castle-3d-multiplayer-with-ai-vercel-eve-nextjs-clerk leads with 5 stars, followed by Castle-3d-multiplayer-with-ai with 1 star and Chess-Arena with 0 stars.
  5. Finder right-click utilities6 entriesfirst seen 2026-09-11This cluster comprises macOS utilities and extensions that enhance the Finder's right-click context menu with actions such as creating files from templates, running scripts, opening folders in terminal or editor, and copying paths. The cluster's dated history is too thin to read a shape from—only one entry predates the index start, which is insufficient for analysis. Traction leaders include finder-actions with 3 stars and action-script-picker with 2 stars.
  6. Privacy-focused investment dashboards6 entriesfirst seen 2026-09-10This cluster consists of privacy-focused personal finance and investment dashboards that track investments, asset allocation, and net worth analytics. The dated history is too thin to read a shape from — it predates the index or its members are undated. Traction leaders are Ghostfolio variants, with two products at 17 stars and one at 16 stars.
  7. Self-hosted wealth dashboards6 entriesfirst seen 2026-09-10This cluster consists of open-source, self-hosted wealth management applications that track stocks, ETFs, crypto, and net worth in a privacy-focused dashboard. The dated history before the index start is too thin to read a shape from — only 0 dated entries exist. Traction leaders are Ghostfolio-Desktop-Self-Hosted-Dashboard and Ghostfolio-Privacy-First-Personal-Finance-Wealth-Tracker, each with 17 stars.
  8. E-commerce web apps6 entriesfirst seen 2026-09-10This cluster consists of e-commerce web applications that enable user registration, product browsing, cart management, and online payment. The dated history before the index start is too thin to read a shape from, with only one dated entry available. Traction leaders show minimal activity, all holding zero stars.
  9. Open-source wealth trackers6 entriesfirst seen 2026-09-10This cluster consists of open-source, privacy-focused wealth management applications that track stocks, ETFs, crypto, and net worth. The dated history is too thin to read a shape from, as there are no dated entries before the index start. The traction leaders are Ghostfolio-Desktop-Self-Hosted-Dashboard and Ghostfolio-Privacy-First-Personal-Finance-Wealth-Tracker, each with 17 stars.
  10. Private game server emulators6 entriesfirst seen 2026-09-10This cluster consists of private-server emulators that preserve defunct or browser-based online games, enabling offline play, PvE, lobbies, and story modes. The dated history is too thin to read a shape from, as only one entry predates the index start. Among the members with activity signals, DFLegacy leads with 31 stars, followed by kurtzpel-preservation with 1 star and msdzls with 0.
  11. Old photo scanning and restoration apps6 entriesfirst seen 2026-09-10This cluster consists of mobile and desktop apps that scan printed photos, correct perspective and lighting, and restore or enhance faded, blurry, or low-quality images, with some also colorizing or upscaling. The cluster's dated history is too thin to read a shape from, as only one pre-index entry exists and most members are undated. Traction leaders are AI-Photo-Restorer-Upscaler-Windows (1 star) and, at 0 stars, YouCam Enhance and PhotoScanner.
  12. DeepSeek pricing menu bar apps6 entriesfirst seen 2026-09-10These are macOS menu bar apps that display DeepSeek API off-peak pricing status and countdowns to discount periods. The cluster's dated history is too thin to read a shape from, as there are no dated entries before the index start. Traction leaders are DeepSeekStatus, deepseek-clock, and deepseek_usage, in descending order of activity.
  13. AI medical scribe assistants6 entriesfirst seen 2026-09-09This cluster consists of AI medical scribe tools that turn raw consultation notes into structured visit summaries, next steps, and patient-friendly follow-up emails. Its dated history is too thin to read a shape from: only one dated entry exists before the index start, so the cluster predates the index or its members are undated. The traction leader by activity signal is AI-Saas-Application, though all listed members show 0 stars.
  14. Local AI desktop agents6 entriesfirst seen 2026-09-09The cluster consists of desktop apps that connect local AI models to on-device MCP tools, manage projects and threads, and expose shell, file, and voice control while keeping computation on the machine. The dated history before the index start is too thin to read a shape from – it predates the index or its members are undated. Traction leaders are Hermes-Desktop-Mac-Intel-Unofficial and MCPtoAI, each with 1 star.
  15. Attendance tracking web apps6 entriesfirst seen 2026-09-09The cluster consists of web apps for recording and managing attendance for groups, events, and organizations. The dated history is too thin to read a shape from—only 4 dated entries exist before the index start, and 2 members have no source date. Traction leaders are parkingsevadarportal, Yayasan-Baitul-Hijaiyah, and Cornixe-Attendance-portal, each with 0 stars.
  16. Desktop network ping monitors6 entriesfirst seen 2026-09-09The cluster consists of desktop applications that monitor network hosts via ICMP ping, displaying latency, packet loss, and session logs, with some offering parallel pinging and report export. The dated history is too thin to read a shape from—only one entry predates the index start, so the cluster's early timeline is unknown. Among the members, neon-ping leads on traction with 2 stars, while PingBoard and pingy have 0 stars.
  17. Insurance premium prediction tools6 entriesfirst seen 2026-09-08This cluster consists of web-based tools that calculate risk scores, estimate premiums, or predict premium categories from user-entered demographic, health, and lifestyle details. The dated history before the index start is too thin to read a shape from – only 0 dated entries exist, so the cluster either predates the index or its members are undated. Among the traction leaders, insurance-premium-prediction, fastapi-ml-insurance-predictor, and insurance-premium-prediction-api show the highest activity signals, though all currently have zero stars.
  18. Telegram channel discovery tools6 entriesfirst seen 2026-09-08This cluster includes web tools for searching Telegram groups, corporate channel listing sites, and directories for discovering channels and bots. The dated history before the index is too thin to read a shape from—only 0 dated entries exist, so the cluster's early evolution is unknown. Among traction leaders, tgnav-site, tg-keyword-search, and geshan-corp show the highest activity signals, each with 0 stars.
  19. Self-hosted voice assistants6 entriesfirst seen 2026-09-08The cluster consists of self-hosted voice assistants that use local speech recognition and language models to process requests, with some routing tasks to specialized agents for home automation or research. The dated history before the index start has too few entries to read a shape from, so the cluster's early timeline is indeterminate. Thursday leads on traction with a two-star activity signal, while other members show zero stars.
  20. Software discovery marketplaces6 entriesfirst seen 2026-09-07This cluster consists of online platforms for discovering, comparing, and listing software products, with a focus on Web3/SaaS or Japanese SaaS offerings. With only three dated entries before the index start, the dated history is too thin to discern a timeline shape, indicating the products either predate the index or lack reliable source dates. Among the members, launchdb leads on traction with 18 stars, while Appboard and JPSaaS have none.
  21. parked car locator apps6 entriesfirst seen 2026-09-06This cluster consists of mobile apps that help users remember where they parked and navigate back to the car, with one variant also recording the walking path for use in GPS-denied areas. The cluster's dated history is too thin to read a shape from, as only one dated entry exists before the index start. Traction is led by wo-che-ne with 2 stars, while the other identified members show no active traction signal.
  22. DeepSeek desktop wrapper apps6 entriesfirst seen 2026-09-06This cluster consists of desktop applications that wrap or embed the official DeepSeek web chat (and in some cases the DeepSeek Harness console) into a standalone window, often adding conveniences like voice input, logging, offline cache, or mirror switching. The dated history is too thin to read a shape from — it predates the index or its members are undated. Among the traction leaders, deepseek-for-windows shows the highest activity signal with 2 stars, while deepseek-desktop and DeepSeekDesktop each have 0 stars.
  23. WARDOGS cheat mods6 entriesfirst seen 2026-09-06This cluster comprises cheat mods for the game WARDOGS, offering aimbot, ESP, and additional in-game advantages on Windows. The cluster's dated history is too thin to read a shape from, as it has no dated entries before the index start. Among the members, WARDOGS-ASSISTANT leads on traction with 16 stars, followed by -wardogs-tactical-overlay (13 stars) and wardogs-cheat (11 stars).
  24. Racing league and event websites6 entriesfirst seen 2026-09-06This cluster consists of websites for virtual and physical racing leagues and events, providing race details, results, standings, calendars, and driver profiles. The dated history before the index start is too thin to read a shape from — it predates the index or its members are undated. Traction leaders by activity signal are neon-track-stats, rls1-website, and rls1-website, each with 0 stars.
  25. Polar science outreach portals6 entriesfirst seen 2026-09-06This cluster consists of web-based educational and outreach platforms focused on polar science, offering datasets, interactive visualizations, and learning materials for both the public and researchers. The dated history is too thin to read a shape from—there are zero dated entries before the index start, so the cluster predates the index or its members are undated. Among the traction leaders (all with 0 stars), polar-circle leads, followed by CryoSphere and I Klimaforskerens Fodspor.
  26. Instant manufacturing quote tools6 entriesfirst seen 2026-09-06These five products form a cluster of web-based tools for generating instant manufacturing quotes from uploaded CAD/DXF files, covering CNC machining, laser cutting, sheet metal, and FDM 3D printing. The cluster's dated history before the index start is too thin to read a shape from—no dated entries were recorded. All tracked members show zero activity signals (0 stars), so no clear traction leader emerges; the top-listed are cnc-quick-quote-03, cnc-quick-quote-05, and BearParts, all at the same baseline.
  27. Linux TV media launchers6 entriesfirst seen 2026-09-05This cluster consists of fullscreen launchers that turn Linux media computers into TV-like experiences, aggregating streaming services, local files, and apps into a unified grid navigable via keyboard, gamepad, or remote. The dated history is too thin to read a shape from, as only two pre-index entries exist. On traction, couchtop leads with 9 stars, while hearth and conduit show no activity signal.
  28. Pizzeria local info web apps6 entriesfirst seen 2026-09-05This cluster consists of simple informational web apps for pizzerias that present menus, hours, location, and contact details to local customers. The dated entry history is too thin to read a shape from – it predates the index or its members are undated. Traction leaders are pizzariaoliveirapinda, beachroad-pizza, and santagatapizzas, each showing 0 stars.
  29. Transit bus road monitoring6 entriesfirst seen 2026-09-05The cluster centers on platforms that turn public transit buses into mobile sensor networks to monitor road conditions, detect potholes, and support municipal infrastructure teams and emergency response. The dated history before the index start is too thin to read a shape from — only 0 dated entries exist, so the cluster likely predates the index or its members are undated. Among the products with activity signals, Road-Monitoring-Tracking-System and SIH_124_MVP-v1- each have 2 stars, while SIH26124_ has 0 stars.
  30. Low-memory tab-suspending browsers6 entriesfirst seen 2026-09-05This cluster consists of desktop web browsers that suspend or unload background tabs to reduce memory usage on low-RAM systems. The dated history is too thin to read a shape from—only 0 dated entries exist before the index start, indicating the products predate the index or are undated. Traction is led by gotion with 21 stars, while LiteBrowser and feather-surf have 0 stars.
  31. Holistic nutritionist practice websites6 entriesfirst seen 2026-09-05This cluster consists of websites for individual nutritionists offering holistic consultations, with some providing online booking and telehealth options. The cluster's dated history is too thin to read a shape from, as there are no dated entries before the index start and three members lack source dates. Traction leaders are Projeto-Leticia-Nutri, Nutricionista Holística | Caterina Primavera - Salud Digestiva y Hormonal, and Nourishing Me — Claire Holmes, each currently showing 0 stars.
  32. Offline weather-based city guides6 entriesfirst seen 2026-09-04The cluster consists of offline multilingual travel guide apps that organize a city's attractions by neighborhood and generate daily itineraries based on local weather. The dated history is too thin to read a shape from, as only 0 dated entries predate the index start, so the cluster's members are either undated or emerged after the index began. Traction leaders (guia-marselha, guia-acores, guia-medellin) each show 0 stars, leaving no clear activity leader.
  33. macOS disk analyzers and cleaners6 entriesfirst seen 2026-09-04The cluster consists of native macOS tools that visualize storage usage via treemaps or folder trees, identify large files and caches, and guide safe cleanup, often with risk-tiered rules. The dated history is too thin to read a shape from—fewer than 5 dated entries before the index start—so it predates the index or its members are undated. Among those with activity signals, WonderBox leads with 167 stars, followed by DiskTree and localtrace.
  34. Mac screen annotation apps6 entriesfirst seen 2026-09-04This cluster comprises native macOS apps for drawing and annotating over live screens, primarily for presentations and teaching. The dated history before the index start is too thin to read a shape from, with only one dated entry. On traction, annotator leads with 2 stars, while the other two members have no activity.
  35. Cold chain pharma RFID tracking6 entriesfirst seen 2026-09-03This cluster focuses on RFID-based temperature and chain-of-custody tracking for pharmaceutical cold chain logistics. The dated history is too thin to read a shape from, as only one dated entry exists before the index start, and some members are undated. Traction leaders (Cold_Gaurd and two similar products) all have zero stars, indicating no notable traction among the cluster's members.
  36. Unlimited AI content clones6 entriesfirst seen 2026-09-03This cluster consists of web apps that clone the interface and functionality of existing AI content or image generation services (specifically Dreamgen/DreamGen) while removing token limits and cost, offering unlimited free use. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated, with zero dated entries before the index start. Traction leaders, all with 0 stars, are creative-unchained-studio, saixo, and BOLHA.
  37. macOS Dock layout managers6 entriesfirst seen 2026-09-03This cluster comprises macOS utilities for saving, switching, and managing Dock layouts, with some also organizing menu bar icons or linking wallpapers to profiles. The dated history is too thin to read a shape from; only 0 dated entries exist before the index start, so the cluster predates the index or its members are undated. Traction leaders are open-bar (7 stars), followed by Shitsurae (3 stars) and dockspace (2 stars).
  38. Telegram WebSocket proxy tools6 entriesfirst seen 2026-09-02This cluster comprises proxy services that tunnel Telegram connections through WebSocket to bypass network blocks, enabling browser-based or Android clients to reach Telegram servers. The dated history is too thin to read a shape from, as no entries predate the index start. Among members, cf-webproxy leads with 1 star of activity signal, while others show zero.
  39. Ukraine air raid alert trackers6 entriesfirst seen 2026-09-02This cluster includes web apps and a self-hosted app that visualize or track air raid alerts across Ukrainian regions using open public data. The cluster's dated history before the index start is too thin to read a shape from, as no dated entries exist. Among the three members, air-alerts-stats leads in activity signal, though all currently show zero stars.
  40. Game artillery firing calculators6 entriesfirst seen 2026-09-02This cluster consists of web-based artillery calculators for different video games, each computing firing solutions (angles, azimuth, mil settings) from map, elevation, and firing tables. The cluster's dated history is too thin to read a shape from—only one dated entry exists before the index start, so it either predates the index or most members are undated. Among the three members, IRON-NEST-Overwatch leads on traction with 55 stars.
  41. University schedule calendar sync6 entriesfirst seen 2026-09-02This cluster comprises browser extensions and web apps that convert university timetable and assignment data into calendar events and reminders. The dated history before the index start is too thin to read a shape from—only two dated entries exist. Among the three traction leaders listed, bk-calendar-next holds the highest activity signal with 9 stars, followed by ecnu-timetable-calendar (5) and THU-Learn-Dashboard (1).
  42. Video transcoding web apps6 entriesfirst seen 2026-09-02This cluster consists of web apps that accept video uploads, transcode them into different formats or adaptive streaming resolutions, and generate thumbnail previews. The cluster's dated history is too thin to read a shape from — only one dated entry exists before the index start, so it predates the index or its members are undated. Traction leaders are 'transcoder', 'Transcoder', and 'converter-video-apps', each with 1 star, indicating low but equal activity.
  43. Zwift offline and customization tools6 entriesfirst seen 2026-09-02This cluster consists of tools that extend or customize the Zwift indoor cycling experience, including workout design, trainer control, and offline client setup. The dated history is too thin to read a shape from, with only one dated entry before the index start; the cluster predates the index or its members are undated. The traction leader is zwift-offline-windows-installer with 22 stars, while TrainerHUD and open-cog have no traction yet.
  44. Blank canvas drawing apps6 entriesfirst seen 2026-09-02This cluster consists of web apps offering a blank digital canvas for freehand drawing, sketching, artwork creation, and visual brainstorming. The dated history is too thin to read a shape from—only 0 dated entries exist before the index start, so the cluster either predates the index or its members are undated. Traction leaders all show 0 stars, with blank-canvas-creation-0746, blank-canvas-creator-3358, and creative-canvas tied for the highest activity signal.
  45. EMI smartphone financing apps6 entriesfirst seen 2026-09-02This cluster comprises e-commerce and fintech applications that let users browse products—often smartphones—and select flexible EMI or no-cost EMI plans, sometimes backed by mutual fund investments, at checkout. The cluster's dated history is too thin to read a shape from, as fewer than five dated entries exist before the index start. Traction leaders are 1fi, native-expo, and iF1_Shop_MarketPlace, each showing 0 stars but the highest activity signal among members.
  46. QR restaurant ordering platforms6 entriesfirst seen 2026-09-02These products are restaurant management platforms centered on QR code ordering, table management, and payment processing. The cluster's dated history is too thin to read a shape from, as only three dated entries exist before the index start. Traction leaders, based on activity signal, are CodSoft_task_1_Dinedesk-Restaurant, Alooo, and prenotazioni_ristoranti_bar, each with 0 stars.
  47. Mouse cursor visual effects6 entriesfirst seen 2026-09-02These products add decorative effects to the system cursor, such as glowing or motion-blur trails, ripples, sparks, and fireworks, via Windows utilities or a web-based canvas demo. The cluster's dated history before the index start is too thin to read a shape from — it predates the index or its members are undated. Among those with activity signals, ShakeFindCursor leads with 1 star, while others show 0 stars.
  48. Desktop Messages Telegram6 entriesfirst seen 2026-09-02
  49. Survivor and football elimination pools6 entriesfirst seen 2026-09-01This cluster consists of web applications for running elimination-style pools and fantasy leagues, covering Survivor-themed picks and football last-man-standing games. The dated entry history is too thin to read a shape from, as there are no dated entries before the index start. Traction leaders, all with zero stars, are survivor_pool_mirror, last-man-above-a-sunbed-shop, and fantasy-survivor, with survivor_pool_mirror showing the highest activity signal.
  50. Image approval workflow apps6 entriesfirst seen 2026-09-01This cluster consists of web apps that manage image submission, review, and approval workflows, including features like drag-and-drop uploads, validation, administrative review, comparison of edited versions, and verified file download. The cluster's dated history is too thin to read a shape from—only 0 dated entries exist before the index start, indicating members predate the index or are undated. All three traction leaders show zero stars, so no member stands out on activity signal.

How to read this list

HOW TO READ THIS

A cluster is a group of products whose descriptions sit close together, redrawn from scratch every night. Groups split, merge and disappear between rebuilds, and a group's size can change without a single product changing. Read this as a map of where ideas crowd, not a census — most products sit in no cluster at all.

Many labels here are auto-generated from the group's own text rather than written, and the summaries and gap analyses lag behind the clustering: the pass that writes them has not caught up with the groups the last rebuild created. A missing summary means we have not written one, not that there is nothing to say.

“First seen” is the earliest date any member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so an early date reports how far back a member's own source dated it — not how long we have been watching. The Pulse carries the live totals.