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WHITESPACE · CLUSTER INDEX · 10,148 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 10,148 of them, 50 to a page.

  1. Desktop screen dimming apps8 entriesfirst seen 2026-09-10This cluster covers desktop utilities that reduce screen brightness through backlight control or overlay dimming, often adding sun-based scheduling, multi-monitor support, hotkeys, or color temperature adjustment. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. Among traction signals, king-panel leads with a single star, while NotTooBright and screen-dimmer-win show no stars.
  2. AI manga recap video tools8 entriesfirst seen 2026-09-09These products automatically convert webtoon, manhwa, or manga panels and timestamped scripts into recap videos using AI-generated storyboards, panels, and synchronized narration. The cluster's dated history is too thin to read a shape from -- it predates the index or its members are undated. On traction, Aniflow, comic-to-video-pipeline, and story-weaver-fix lead by activity signal, though all show 0 stars.
  3. College management platforms8 entriesfirst seen 2026-09-09These products unify admissions, attendance, fee processing, and communication for colleges. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. Traction leaders are College-crm, ai-edu-crm, and Department-Management-System, each with 0 stars.
  4. Browser Tic Tac Toe games8 entriesfirst seen 2026-09-09This cluster consists of browser-based Tic Tac Toe games that support both two-player and computer-opponent modes, with features like move history, undo, and a session scoreboard. The dated history is too thin to read a shape from—only one dated entry exists before the index start, so the cluster either predates the index or its members are largely undated. Traction leaders all show zero stars, with TicTacToeApp having the highest activity signal among them.
  5. Anime and manga streaming clients8 entriesfirst seen 2026-09-06These are apps for streaming, downloading, and reading anime and manga from online catalogs, self-hosted servers, or personal media libraries, with features like offline access, watchlists, and built-in players. Five dated entries appear sparsely from January 2020 to April 2026, with long gaps (e.g., two years between 2020 and 2022, and again to 2024), indicating an irregular release cadence. Traction is minimal: hibiki-desktop leads with 1 star, while two others have zero stars.
  6. Pakistani government services AI assistants8 entriesfirst seen 2026-09-06This cluster consists of AI chatbots and web apps that help Pakistani citizens navigate government services through conversational interaction, with features like multilingual support, voice interaction, policy verification, and pre-filled application PDFs. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. Traction leaders by activity signal are mahsool.ai, AwaazAI, and AUTOGOV-AI, each with 0 stars.
  7. Windows network speed meters8 entriesfirst seen 2026-09-05This cluster comprises Windows desktop tools that display real-time download and upload speeds via customizable floating widgets, always-on-top overlays, or taskbar meters, with some offering local usage history or VPN-aware adapter tracking. Only one entry has a source date before the index started, so the cluster's dated history is too thin to read a shape from. NetSpeed leads on traction with 1 star, while other members have 0 stars.
  8. Emergency response platforms8 entriesfirst seen 2026-09-05This cluster comprises emergency response platforms that connect people in distress with nearby responders, offering GPS location capture and live incident status updates via mobile and web dashboards. The dated history is too thin to read a shape from, as fewer than five dated entries exist before the index began. Traction leaders by activity signal are Hack-to-Ignite--4-Brain-Cells, DRIS, and ResQNet, each showing 0 stars.
  9. AI-human discussion forums8 entriesfirst seen 2026-09-05This cluster contains open-source and demo platforms that blend human and AI-agent participation in forums, debates, or community threads, often with automated posting or self-serve access. The dated history before the index start consists of only two monthly entries, so the timeline shape is too thin to read; the cluster likely predates the index or its members are largely undated. Among members with activity signals, Arena-of-Autonomous-Threads leads with 118 stars, while others show zero stars.
  10. Local-first admin workbenches8 entriesfirst seen 2026-09-04This cluster consists of local-first diagnostics and administration toolkits for IT support and system administration, covering troubleshooting, network tools, runbooks, automation, and offline utilities without cloud processing. The index has too few dated entries before 2026-08 to read any timeline shape, so the cluster's dated history is too thin to characterize. On traction, EDY-VERDICT leads with 1 star, while OPC-Fellows and it-support-workbench both have 0 stars.
  11. AI message triage tools8 entriesfirst seen 2026-09-04This cluster consists of AI tools that triage incoming customer or email messages by priority, topic, or sentiment, draft replies from a knowledge base, and alert teams to urgent cases. Its dated history is too thin to read a shape from: only two dated entries exist before the index start, so the cluster predates the index or its members are undated. On traction, triagem-email-llm leads with 1 star, while message-triage and email-triage-assistant have 0 stars.
  12. Free Fire squad invite bots8 entriesfirst seen 2026-09-04This cluster consists of Telegram bots that automate assembling Free Fire squads by managing multiple game accounts and issuing match invites, typically via commands or an HTTP API. Some also retrieve player profiles and ban status. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. Traction leaders by activity signal are dphu-, FF-UDP, and botenlit, all currently showing zero stars.
  13. Cloudflare WARP config generators8 entriesfirst seen 2026-09-04This cluster consists of web apps that generate Cloudflare WARP VPN configuration files and proxy configurations for multiple VPN clients, typically converting a single WARP subscription into ready-to-import configs for many client applications. 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. On traction, usque-custom-pro leads with 688 stars, while other members have 0 stars.
  14. Telegram tap-to-earn games8 entriesfirst seen 2026-09-04This cluster consists of Telegram mini-app games centered on tap-to-earn mechanics, with players accumulating virtual coins, managing energy, completing missions, and buying upgrades. The dated history before the index start is too thin to read a shape from, as fewer than five dated entries exist. Among the members with activity signals, XRL-BOT, Sad-MAHOMUD-, and teste-jogo-SUI lead, though each currently shows zero stars.
  15. Business operations management apps8 entriesfirst seen 2026-09-03The cluster consists of internal or web apps for managing core business operations such as sales, commissions, inventory, customers, purchases, payments, and cash flow, typically secured with PIN-based login. With only two dated entries before the index start, the dated history is too thin to read a shape from — it predates the index or its members are undated. Traction leaders based on activity signal are backofficet-emplate, patanatural, and PatagoniaNatural, each at 0 stars.
  16. Telegram escrow trading bots8 entriesfirst seen 2026-09-03This cluster consists of Telegram bots that facilitate crypto trading with escrow and non-custodial features, covering NFT gift trades, TON swaps, and Bitcoin P2P trading. The dated history is too thin to discern a timeline shape, with only one dated entry before the index start. Traction is led by 'bot' with 2 stars, while 'tradenbot' and 'ton-swap-bot' have 0 stars each.
  17. Desktop class schedule reminders8 entriesfirst seen 2026-09-03This cluster consists of desktop utilities that display class schedules, send reminders before classes, and often track current lessons. The dated history is too thin to read a shape from—no entries predate the index collection start. Among the cluster's members, xk shows the highest activity signal with 2 stars, followed by classroom-screen and class-schedule with 1 star each.
  18. Mobile repair booking websites8 entriesfirst seen 2026-09-03This cluster consists of websites for mobile and device repair businesses that let customers book screen, battery, and software repairs and submit inquiries via forms or chatbots. The dated history is too thin to read a shape from—only 0 dated entries exist before the index start and 4 members have no source date. Traction leaders by activity signal are iphone-lab-ug, iFix365, and Testing-websites, though all show 0 stars.
  19. Unlimited AI story generators8 entriesfirst seen 2026-09-03This cluster consists of AI-powered web apps that generate stories and interactive roleplay with unlimited free access and no token limits. The dated history is too thin to read a shape from, as only one entry predates the index start. Traction leaders are ko, boia, and Bolt, each with 0 stars.
  20. University seat availability alerts8 entriesfirst seen 2026-09-03This cluster consists of web and mobile apps that monitor university course or classroom seat availability and notify students when seats open. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. SiiauAlarma leads traction with 1 star, while campus-chair-finder and univ_gp_notifier have 0 stars.
  21. School and class websites8 entriesfirst seen 2026-09-03This cluster consists of websites for schools and classes that provide information such as profiles, schedules, galleries, admission details, result lookup, and contact forms. The dated history before the index start is too thin to read a shape from—there are no dated entries. Traction leaders are sbantubantuprojectredesign, websekolah-vercel-safarazz, and websekolah-vercel-cinta, each with 0 stars.
  22. Smart glasses AI voice sync8 entriesfirst seen 2026-09-03This cluster comprises apps and plugins that turn smart glasses into a voice interface for self-hosted AI assistants, with a focus on synchronizing conversations with desktop sessions or Mac actions. The dated history is too thin to read a shape from, as only a single entry predates the index start. Among the dated members, AIUI-Intercom leads on traction with 3 stars, while Hermes-Lens and VisionRecall show no activity.
  23. Raycast window and text utilities8 entriesfirst seen 2026-09-02The cluster consists of Raycast extensions/utilities that rewrite text via LLM APIs, visualize and edit window manager keybindings, and control OmniWM with plain English. The dated history is too thin to read a shape from—only 0 dated entries exist before the index start. Traction is led by omni-cast (2 stars), followed by raycast-prompter (1 star) and aerospace-cheatsheet (0 stars).
  24. GTA launchers and browser ports8 entriesfirst seen 2026-09-02This cluster consists of launchers and browser ports that make Grand Theft Auto titles playable, including a leaked GTA6 build launcher, a GTA2 web port, a local GTA-style browser snapshot, and a GTA5 localhost client. Its dated history is too thin to read a shape from: only one pre-index dated entry exists, so the cluster predates the index or its members are undated. Traction is led by playgta5 with 129 stars, followed by GTA6-CyberLeak-Launcher with 50 stars and gta5-web-port with 5 stars.
  25. B2B digital industry publications8 entriesfirst seen 2026-09-01This cluster consists of digital publications delivering news reporting, market analysis, and industry insights to professional and business readers, including a niche agricultural market intelligence title. The cluster's dated history is too thin to read a shape from, as it has no dated entries before the index start. Traction is led by agricultureid-journal, The Margin Report, and Metrowirenews, each registering zero stars.
  26. Mac keystroke sound apps8 entriesfirst seen 2026-09-01This cluster contains macOS menu-bar apps that play sound effects in response to keystrokes, predominantly mechanical keyboard switch sounds, with one variant offering gunshot sounds and another responsive to typing force. The cluster's dated history is too thin to read a shape from – it predates the index or its members are undated. Among the members with activity signals, CueTap leads on traction with 6 stars, followed by BongoTokenCat with 2 and switchcraft with 1.
  27. Motorcycle parts shop POS systems8 entriesfirst seen 2026-09-01This cluster consists of point-of-sale and inventory management systems tailored to motorcycle and motorbike parts shops, covering sales, stock, customers, and reporting. The dated history is too thin to read a shape from—fewer than five dated entries exist before the index start, suggesting the cluster predates the index or members are undated. On traction, BikeshopSoftware, Moto-shop, and pmo-marketplace-wordpress lead the activity signal, though all show 0 stars.
  28. AI grading and rubric assistants8 entriesfirst seen 2026-09-01This cluster consists of AI-powered coaching tools for educators that help create and apply grading rubrics, grade assignments, provide evidence-based feedback, and identify learning gaps, with an emphasis on instructor oversight in finalizing grades. The cluster's dated history is too thin to read a shape from, as only three entries predate the index start and others are undated. Among traction leaders, grade-mirror-ai-assist shows the highest activity signal with 1 star, while Gradepilot and rubric-ai-coach-85 have 0 stars.
  29. Retinal diabetic retinopathy screening8 entriesfirst seen 2026-09-01This cluster consists of web apps for analyzing retinal fundus images, primarily to detect diabetic retinopathy, with some offering interpretable recommendations or offline screening for rural settings. The dated history is too thin to read a shape from, as it predates the index or its members are undated. Traction leaders by activity signal are GlucoVision, webapp_Artery_vein_Classification, and Vision_raksha-SIH26-, each with 0 stars.
  30. Healthcare Telegram bots8 entriesfirst seen 2026-08-31This cluster consists of Telegram bots and conversational agents that handle pharmacy and healthcare tasks – medication ordering, reminders, inventory, dental appointments, and job alerts. The dated history is too thin to read a shape from, as only one entry predates the index start. On traction, SAHAYAK-BOT, telegram-automation, and dpharm-job-bot lead, each with zero stars.
  31. Marine intelligence and analytics8 entriesfirst seen 2026-08-30This cluster comprises platforms delivering marine intelligence, ocean data analytics, and situational awareness for maritime and fisheries operations. The dated history is too thin to read a shape from, with only two dated entries before the index start, indicating the cluster predates the index or its members are undated. Traction leaders are Bluebyte, orca-marine, and BUILD-WITH-BHARAT-, all showing zero activity signals.
  32. Climbing apps and analysis tools8 entriesfirst seen 2026-08-30The cluster includes three climbing-related applications: a mobile app for competition results, a web app for centre info and services, and a web app for balance analysis. Their dated history is too thin to read a shape from, as only one entry predates the index start. All traction signals are minimal (0 stars each), with climb-now-mobile listed first among them.
  33. Hotel front desk operations apps8 entriesfirst seen 2026-08-30This cluster comprises apps for hotel front desk staff covering check-ins, reservations, payments, housekeeping, and guest services. Its 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 by activity signal are hotel-front-desk-helper, hotel-room-reservation-system, and buukusfrontdesk.com, all with 0 stars.
  34. Telegram support ticket bots8 entriesfirst seen 2026-08-30This cluster comprises Telegram bots that manage customer support tickets, routing inquiries, maintaining queues, and providing admin panels for responses. The dated history before the index start has only 0 entries, so the cluster's dated history is too thin to read a shape from; it predates the index or its members are undated. Traction leaders among these products are FieldBi-Bot, price-calculator-bot, and telegram-support-bot, each with 0 stars.
  35. Movie and TV search catalogs8 entriesfirst seen 2026-08-30This cluster consists of tools for searching movies and TV shows, viewing details like cast, ratings, and synopses, and sometimes building personal libraries with ratings and notes. The cluster's dated history is too thin to read a shape from, as only one dated entry exists before the index start and six members have no source date. Traction leaders by activity signal are CatalogoDeFilmes, binger, and movie_search_application, all at zero stars.
  36. Windows Roblox script executors8 entriesfirst seen 2026-08-30This cluster consists of Windows desktop tools that load and execute custom scripts inside Roblox, typically offering multiple executors and script loaders. The dated history is too thin to read a shape from, as no entries predate the index with dates. All traction leaders show zero stars, indicating minimal adoption. The products are highly homogeneous, with nearly identical descriptions.
  37. Always-on Discord voice bots8 entriesfirst seen 2026-08-30This cluster consists of Discord bots engineered to remain connected to voice channels indefinitely, with features like automatic reconnection, AFK presence, and message forwarding between chat rooms. The cluster's dated history is too thin to read a shape from—it predates the index or its members are undated, as there are no dated entries before the index start. Traction leaders are afk, pingo, and CallKeeper, each holding 0 stars as the highest activity signal.
  38. WeChat mini-program learning tools8 entriesfirst seen 2026-08-27This cluster consists of WeChat mini-programs for exam preparation, vocabulary learning, and AI-assisted study, offering quizzes, reviews, and progress tracking. The dated history before the index start is too thin to discern a shape—only two dated entries exist, so no trend is evident. The clear traction leader is luxumbra-ai-learn with 37 stars, while the other members have zero stars.
  39. SQL query performance visualization8 entriesfirst seen 2026-08-27This cluster comprises web apps for analyzing and visualizing SQL query performance, including execution plan analysis, indexing recommendations, and database schema diagrams. The cluster's dated history is too thin to read a shape from—only one dated entry exists before the index start, so the products appear to predate the index or are largely undated. Traction is minimal, with SQLens-Final and two others each showing zero stars, making SQLens-Final the top by activity signal among peers.
  40. Travel packing checklist apps8 entriesfirst seen 2026-08-27This cluster consists of web apps for creating and managing travel packing checklists, with some offering sharing or local storage. The cluster's dated history is too thin to read a shape from, as there are only 0 dated entries before the index start. Traction leaders, each with zero stars, are Travel-Checklist, Packliste, and trip-checklist-share, indicating no visible activity signal among the members.
  41. Literary Q&A chatbots8 entriesfirst seen 2026-08-26This cluster consists of chatbots that answer readers' questions about books and literary works, with one tailored to a specific Bengali novel using retrieval-augmented generation and source references. The cluster's dated history is too thin to read a shape from because there are no dated entries before the index start, so it predates the index or its members are undated. On traction, smart-book-ai and Book_AI_Chatbot each show 1 star, while bengali-book-rag-chatbot shows 0 stars.
  42. Game radar overlay tools8 entriesfirst seen 2026-08-24This cluster centers on desktop overlay and companion apps that add radar-style tracking for specific games, most commonly Albion Online, with features like filters, hotkeys, zone presets, and profile management. A couple of members target other games (Diablo 2, Path of Exile 2, 99 Nights in the Forest) and share similar run/loot or resource-tracking goals. The dated history is too thin to read a shape from, as only two entries predate the index start. Traction leaders are Albion-Online-Radar-2026 (22 stars) and 99-Nights-in-the-Forest-Radar-2026 (21 stars), with a second Albion-Online-Radar-2026 at 17 stars.
  43. Game trainer cheat utilities8 entriesfirst seen 2026-08-24This cluster comprises game trainers and cheat mods for various titles, including fishing simulators, Sea of Thieves, and Dave the Diver. The cluster's dated history is too thin to read a shape from, as it predates the index or its members are undated. Traction leaders include Fish-Mastery-Overlord, Island-Rod-Crafting-Compendium, and Pro-Catch-Dominance-Engine, each with 55 stars.
  44. Real estate lead parsing apps8 entriesfirst seen 2026-08-24This cluster consists of web apps for real estate agents that parse pasted property lead data into structured records and manage the resulting leads. Only one dated entry exists before the index start, so the cluster's dated history is too thin to read a shape from; it predates the index or its members are undated. Traction leaders by activity signal are lead-zen-cleaner, gharpay, and a3x-gg, each with zero stars.
  45. Flutter development tools and apps8 entriesfirst seen 2026-08-24The cluster spans Flutter-related products: mobile/web apps, developer infrastructure, code conversion tools, and templates. Its dated history before the index start is too thin to read a shape from (only one dated entry). Among tracked members, FromBackend leads traction with 2 stars, while hyfens and fiducia-flutter have no stars.
  46. Classic game recreations8 entriesfirst seen 2026-08-24This cluster consists of independent projects that recreate classic games, emphasizing faithful preservation of original gameplay, often for modern hardware or browsers. The dated history is too thin to read a shape from — only one dated entry exists before the index start, and most members are undated. On traction, mgsone-recomp leads with 6 stars.
  47. money mule network tracing tools8 entriesfirst seen 2026-08-24These products help investigators and police trace funds through money mule networks, detect suspicious accounts, and reconstruct money-flow networks from financial data. The cluster's dated history is too thin to read a shape from -- it predates the index or its members are undated. On traction, SIH-Project leads with 1 star, while VOID-HACK-HACKATHON-36H and muletrace follow at 0 stars.
  48. Animated ocean interactive web apps8 entriesfirst seen 2026-08-23This cluster consists of web apps and pages featuring animated ocean scenes with moving clouds, dynamic seas, and interactive floating buttons, offering a decorative and interactive visual experience. The dated history is too thin to read a shape from, as only 0 dated entries exist before the index start, indicating the cluster predates the index or its members are undated. Traction leaders, based on activity signal, are void-trading-post, sea-tales-artistry, and ocean-animated-interface, all at 0 stars.
  49. University robotics event websites8 entriesfirst seen 2026-08-23This cluster is websites for university-level robotics competitions and festivals, providing event details, schedules,and participant registration. The dated history is too thin to read a shape from -- only zero dated entries predate the index, so no trend can be discerned. All three members show zero stars in activity, so no clear traction leader emerges.
  50. Local home improvement services8 entriesfirst seen 2026-08-22This cluster comprises local business websites offering home improvement services such as countertop installation, handyman work, painting, and remodeling. The dated history before the index begins is too thin to read a shape from, as no dated entries exist. Traction among members is minimal, with leading products badkamer365, triple-z-home-solutions, and luishandy each showing zero stars.

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.