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WHITESPACE · CLUSTER INDEX · 9,969 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 9,969 of them, 50 to a page.

  1. SME business operating systems11 entriesfirst seen 2026-08-27This cluster comprises all-in-one business operating systems for small and medium enterprises, unifying sales, finance, inventory, procurement, and operations across branches. Its dated history is too thin to read a shape from, as only zero dated entries exist before the index start. Among traction leaders, sitolo shows the highest activity with 2 stars, while manasiness and Finora-OS have none.
  2. Werewolf social deduction games11 entriesfirst seen 2026-08-26This cluster comprises multiplayer web-based implementations of the social deduction game Werewolf, focused on role assignment, lobby management, and local or remote play. The cluster's dated history is too thin to read a shape from—it predates the index or its members are undated, with only two dated entries before the index start. Among traction leaders, werewolf-game shows the strongest activity signal with 1 star, while pocket-werewolf and wolf follow with 0 stars each.
  3. Telegram team chat memory bots11 entriesfirst seen 2026-08-26This cluster consists of Telegram bots that record team chat messages, answer questions about past conversations, and generate summaries or decisions. The dated history before the index start is too thin to read a shape from—only a single dated entry exists, so the cluster likely predates the index or its members are undated. Traction leaders based on activity signal are roundtable (2 stars), followed by zoom-stealth-bot (1 star) and COMMANDBOT (0 stars).
  4. Minecraft-style voxel sandbox games11 entriesfirst seen 2026-08-26This cluster comprises web-based voxel sandbox games inspired by Minecraft, where players build, explore, and craft in block-based worlds. The dated history is sparse, with isolated entries in 2011, 2015, 2024, and two in 2026, indicating a long-standing but intermittent pattern. Among members with traction data, dinglecraft leads with 13 stars, while kids-world and axenstax show no significant activity.
  5. Cooperative gig service platforms11 entriesfirst seen 2026-08-24These platforms connect customers with local gig workers, often emphasizing cooperative ownership and fair pricing for household and community services. Only one dated entry exists before the index start, so the cluster's dated history is too thin to read a shape from. WorkHive leads on traction, followed by SewaSathi and sahakar_connect.
  6. Egyptian football news and fixtures11 entriesfirst seen 2026-08-23This cluster consists of web and mobile apps focused on delivering Egyptian football content, including news, fixtures, standings, live match updates, and player data pulled from external stats sources. The dated history before the index start is too thin to read a shape from, with only a single dated entry. On traction, the leading members are egyptian-soccer-spark, egyptian-football-legends-611c8163, and egyptian-football-legends, each at zero stars.
  7. School library management systems11 entriesfirst seen 2026-08-23The cluster comprises web-based management systems for school libraries, covering cataloging, circulation, inventory, and member records via administrative dashboards. Only two dated entries exist before the index start, too few to discern a timeline shape, so the cluster's dated history is too thin to read a shape from. Traction leaders, each with zero stars, are Library_Management_System, Libris, and Ochiq-Kitob.
  8. Standalone portal games11 entriesfirst seen 2026-08-22The cluster comprises standalone video games distributed through online gaming portals, spanning genres such as chess, mystery, and poker. Only zero dated entries exist before the index start, so the cluster's dated history is too thin to read a shape from. Traction leaders are tileodysseyNew, misteriodamansaoNew, and aventuramdNew, each showing zero stars as the highest activity signal.
  9. Legal metrology label compliance scanning11 entriesfirst seen 2026-08-22This cluster consists of apps that photograph packaging labels, extract required declarations, and generate clause-cited compliance reports against legal metrology rules for regulators and consumers. The dated history is too thin to read a shape from, as only one dated entry predates the index start. Packscan-AI leads traction with 2 stars, while SIH26036 and SIH have 0 stars each.
  10. Football chat bots11 entriesfirst seen 2026-08-22This cluster consists of chat and bot tools for football fans, covering match results, fixtures, statistics, team splitting, and game predictions. The dated history is too thin to read a shape from, as only a single dated entry exists before the index began collecting; the cluster predates the index or its members are mostly undated. Traction leaders, each with 0 stars, are football-results-bot, football-stats-telegram-bot, and stats-predictions-over-gols-public.
  11. macOS on-device TTS readers11 entriesfirst seen 2026-08-21The cluster is composed of macOS utilities that read selected text aloud via hotkey using on-device text-to-speech. The dated entry history is too thin to read a shape from, as no entries were recorded before the index start. Among the traction leaders, speaky leads with 2 stars, followed by nagara with 1 star, and speak-kokoro with 0 stars.
  12. Game cheat trainers11 entriesfirst seen 2026-08-19This cluster consists of game trainer programs that modify single-player titles to grant cheats such as god mode, infinite ammo, and resource multipliers, covering games like Dead Space, Dead Cells, and Paralives. 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 deadspace-titan-schema, deadspace3-resource-surge, and dead-cells-omnipotence, each with 55 stars.
  13. Browser tic-tac-toe games11 entriesfirst seen 2026-08-19This cluster consists of browser-based tic-tac-toe games where two players take turns marking a 3x3 grid. 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 include TicTacToeApp, michi-web, and Tic Tac Toe App, each with 0 stars, indicating low activity.
  14. AI career planning apps11 entriesfirst seen 2026-08-19This cluster consists of AI-powered web apps that generate personalized career roadmaps and learning plans, featuring skill-gap analysis, practical projects, and progress tracking. The cluster's dated history is too thin to read a shape from, as it has no dated entries prior to the index start. Reverse-Engineer-Career-Roadmap leads traction with 2 stars, while pixel-perfect and CAREER-COMPASS have none.
  15. Anime desktop pet apps11 entriesfirst seen 2026-08-19Cluster of Windows desktop pet applications featuring anime characters, covering basic reactive behaviors (clicks, hunger, idle), AI-driven interaction, and multi-monitor/multi-pet support. The cluster's dated history is too thin to read a shape from—it predates the index or its members are undated. Traction leader is desktop-mascot-ai-live2d-2026 with 31 stars, followed by deepseek-whale-girl-codex-pet (8 stars) and ba-desktop-pet (1 star).
  16. AI coding usage in Mac notch11 entriesfirst seen 2026-08-19Cluster of macOS utilities that display AI coding assistant usage (Claude, Codex, Grok, Cursor) in the menu bar notch. Dated history is too thin to read a shape from—cluster predates the index or members are undated. Traction leader is TokenNotch (18 stars), followed by Headroom (2) and notchmeter (1).
  17. CSV natural language Q&A tools11 entriesfirst seen 2026-08-18This cluster consists of web and chat-based tools that let users upload CSV or spreadsheet files and ask natural language questions, returning answers, summaries, and insights as tables. The 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. Traction leaders by activity signal are ai-ds-analyst, Agents, and bonaparte, each with 0 stars.
  18. AI email productivity tools11 entriesfirst seen 2026-08-18The cluster comprises browser extensions and AI tools that assist with email tasks such as composing replies, generating responses, dictation, classification, and productivity features for Gmail and Outlook. The cluster's dated history is too thin to read a shape from, with only 4 dated entries before the index start, predating the index or with undated members. Traction leaders are tone-twist-ai-19, ai-email-reply-generator, and Smart_Labeler, each with 0 stars.
  19. Online pizza ordering apps11 entriesfirst seen 2026-08-18This cluster consists of simple online pizza ordering products that let customers browse a menu, customize pizzas, and place pickup or delivery orders. The dated history before the index start is too thin to read a shape from—only 2 dated entries exist, so the cluster either predates the index or most members are undated. Little Caesars Pizza, nanas-pizza, and Pizerria lead on traction, all with 0 stars.
  20. Personal knowledge management apps11 entriesfirst seen 2026-08-18This cluster consists of personal knowledge management apps that bring notes, tasks, projects, decisions, readings, and idea connections into a single searchable workspace. The dated history is too thin to read a shape from, as no pre-index source dates are available. Among members with activity signals, Incremind leads with 1 star, while command-center and nexus-mvp have 0 stars.
  21. Neighborhood community platforms11 entriesfirst seen 2026-08-18This cluster consists of hyperlocal platforms that connect residents for news, safety alerts, services, and community coordination, often with moderation or admin features. The dated history is too thin to read a shape from, as only three dated entries exist before the index start, so the cluster predates the index or its members are undated. On traction, CHATBOT leads with 7 activity stars, while VexGrid and Zanta Social show no activity signal.
  22. Personal life achievement trackers11 entriesfirst seen 2026-08-18This cluster consists of web apps that let individuals log, track, and visualize personal life events, achievements, and milestones, often in chronological or checklist formats. Only three dated entries exist 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 are achievement, continuity-bin, and dAIily, each with 0 stars.
  23. Budgets Finance Hosted11 entriesfirst seen 2026-08-16
  24. Self-hosted Obsidian-compatible note apps11 entriesfirst seen 2026-08-16This cluster includes self-hosted note-taking applications that store notes on S3-compatible storage or serve local Obsidian vaults as clean web pages for reading and publishing. The dated entry history before the index start is too thin to read a shape from, with only 0 dated entries, so the cluster predates the index or its members are undated. Traction leaders, based on activity signal, are vaultpeek, UnKeep, and foliostead, each currently at 0 stars.
  25. Quiz creation and taking platforms11 entriesfirst seen 2026-08-16This cluster contains web-based quiz applications covering creation, administration, automated scoring, and group participation, including specialized variants for Java practice and adaptive Haitian-student education. The cluster's dated history is too thin to read a shape from: only one entry has a source date before the index start, and three members have no source date at all. Among members with traction signals, My_Web_Server leads with 3 stars, followed by java-quiz with 2 stars and EduCle-Web with 0 stars.
  26. Bespoke tailoring websites11 entriesfirst seen 2026-08-15This cluster covers websites for bespoke tailoring businesses, ranging from simple information sites with service galleries and contact forms to fuller platforms with online shops, fitting-request forms, and admin dashboards. 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 lisya-nora, binti-designs, and Dreamweaver, though all show 0 stars.
  27. Off-grid camping booking platforms11 entriesfirst seen 2026-08-14The cluster consists of booking and discovery platforms for off-grid camping, retreats, and eco-stays, including one campsite availability alert service and one AI-assisted trip planner. The dated entry history is too thin to read a shape from, as only 0 dated entries exist before the index start, so the cluster predates the index or its members are undated. Traction leaders by activity signal include off-grid-retreat-booking-service, intelligent-tourism-planning-for-you, and Grill-spot, all with 0 stars.
  28. Job seeker resource portals11 entriesfirst seen 2026-08-14These products are websites that aggregate job listings and provide career guidance and resume support for job seekers. The cluster's dated entry history is too thin to read a shape from—only 2 dated entries exist before the index start, so it likely predates the index or its members are undated. Among traction leaders, Job-Seekers-Guide leads with 1 star, while others have 0 stars.
  29. Educational attendance tracking systems11 entriesfirst seen 2026-08-14This cluster consists of attendance management systems for educational institutions, employing technologies such as RFID, NFC, AI, and gamification, and catering to schools, universities, and specialized academies. The dated history before the index start is sporadic, with single entries in April 2025, May 2025, July 2025, April 2026, and July 2026, plus two in May 2026, showing no clear directional trend but a slight concentration in mid-2026. The member with the highest activity signal is bunksense_makessense (3 stars), followed by UniversityAttendanceSystem (2 stars) and frequencia-premiada (1 star).
  30. Ride-hailing platforms with admin apps11 entriesfirst seen 2026-08-14This cluster consists of ride-hailing platforms that each include separate passenger, driver, and admin applications for booking, accepting, tracking, and managing taxi trips. The dated history is too thin to read a shape from—only four dated entries exist before the index start, so the timeline cannot be characterized. All listed traction leaders (safar-online-final, vora-admin, WEAK-Taxi) show zero stars, indicating no discernible traction advantage among them.
  31. GitHub portfolio generators11 entriesfirst seen 2026-08-14This cluster consists of web apps that automatically build developer portfolio sites or resumes from GitHub profile data, often with publishing features. The dated history before the index start is too thin to read a shape from, as no dated entries exist prior to 2026-08. Among members with activity signals, Shipfolio leads with 2 stars, while kodfolyo and StarDev each have 0 stars.
  32. Neural network visualization tools11 entriesfirst seen 2026-08-14This cluster consists of desktop and mobile applications for visualizing, designing, and inspecting neural networks, including raw input viewers, training monitors, handwriting recognition with activation maps, and architecture studios. The dated history is too thin to read a shape from — only a single dated entry exists before the index start. Traction leadership by activity signal is led by the handwriting-recognition tool, followed by grok4-vision-filterless and auto-neuralforge-architect-trainer-gui, though all currently show zero stars.
  33. AI novel writing apps11 entriesfirst seen 2026-08-14This cluster consists of desktop applications that assist fiction writers in creating long-form novels with AI-powered features such as story planning, style control, multi-stage drafting, continuity tracking, and narrative analysis. The cluster's dated history is too thin to read a shape from—it predates the index or its members are undated, with no dated entries before the index start. Among traction leaders, InkMind leads with 3 stars, followed by cosmo-novel-writing-system with 1 star and vela with 0 stars.
  34. Public transport seat booking apps11 entriesfirst seen 2026-08-14This cluster consists of applications for booking and reserving seats on buses and trains, including payment and account-scoped booking history. The cluster's dated history is too thin to read a shape from, as only one dated entry exists before the index start, and it predates the index or is undated. All three traction leaders (railbus, library-booking-v2, smartbus-booking-system) show zero stars, so no member leads on traction.
  35. Context-aware document AI assistants11 entriesfirst seen 2026-08-14This cluster consists of conversational AI assistants that retain conversation context, retrieve answers from uploaded personal documents, and invoke tools such as web search, calculators, and date handling. The dated history before the index start is too thin to read a shape from, as only one dated entry exists, so the cluster's early trajectory is unclear. Among traction leaders, retain-ai shows the highest activity signal with 8 stars, followed by Edith-Windows with 1 star and smart-ai-assistant with 0 stars.
  36. Gaming matchmaking and stats bots11 entriesfirst seen 2026-08-13This cluster comprises chat and automation bots for gaming matchmaking, score tracking, and profile lookup across titles like Total War, Free Fire, CS2, GeoGuessr, Marvel Rivals, and tennis. The dated history is too thin to read a shape from — it predates the index or its members are undated. Traction leaders are atlas-geoguessr-windows-app (36 stars), cs2-auto-accept-bot-2026 (8 stars), and Rivals-Bot (1 star).
  37. WhatsApp link and message generators11 entriesfirst seen 2026-08-13This cluster covers web tools that generate WhatsApp chat links, pre-filled messages, and contact links for businesses, alongside a few that analyze chat exports for statistics and insights. Its dated history is too thin to read a shape from—only one dated entry exists before the index start, and most members have no source date. Traction is uniformly low, with the highest-activity members (Click_to_chat, WEBPULL, whatsapp-message-generator) all showing zero stars, so no member leads meaningfully.
  38. DeepSeek AI desktop chat clients11 entriesfirst seen 2026-08-13This cluster comprises desktop and mobile chat clients that interface with DeepSeek's AI models, including a generic API client, a native macOS wrapper for the web chat, and a cross-platform macOS/iOS client. The dated history before the index start is too thin to read a shape from, as no dated entries exist prior to the index's August 2026 start. Traction is led by dsh-qqbot with 102 stars, while DeepSeekHarnessGui (6 stars) and robbot (3 stars) have minimal activity.
  39. Keyboard layout auto-correction apps11 entriesfirst seen 2026-08-13This cluster comprises desktop utilities that automatically detect and correct text typed in the wrong keyboard layout, supporting languages like Russian, English, and Dutch. The dated history is too thin to read a shape from—only one dated entry exists before the index start—so the cluster's early timeline cannot be characterized. Among the members, butchi leads on traction with 2 stars, followed by rekey and Pravka with 1 star each.
  40. Minecraft server keep-alive bots11 entriesfirst seen 2026-08-12This cluster consists of Minecraft bots that keep servers online by joining as idle players and automatically reconnecting when kicked. The dated history before the index 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. Traction leaders, all with 0 stars, are BreakingHeartsAgain, mcbptfake4567, and minecraft-companion.
  41. Website tech stack detectors11 entriesfirst seen 2026-08-12This cluster comprises browser extensions and web tools that detect and display the technology stack of websites, covering frameworks, libraries, CMS, hosting, analytics, and more. The cluster's dated history is too thin to read a shape from, as only one dated entry predates the index's start and the majority have no source date or fall within the index's coverage period. Among members with traction signals, stack-detector and web-stack-detector each lead with 4 stars.
  42. Coding solution GitHub sync tools11 entriesfirst seen 2026-08-11This cluster comprises browser extensions and web apps that automatically capture accepted coding challenge solutions from platforms like LeetCode and sync them to GitHub, often generating executable files, test cases, or READMEs. The dated history is too thin to read a shape from—only 0 dated entries predate the index start, so the cluster's timeline cannot be characterized. Among members, SolveBase leads with 28 stars, followed by legit-extension (21 stars) and hackkerrank-track-extension (2 stars).
  43. Discord security and alert bots11 entriesfirst seen 2026-08-11This cluster comprises 12 Discord bots focused on server security, protection, and monitoring, covering anti-raid, anti-nuke, code obfuscation, threat intelligence, and alerting. The dated history before the index start is too thin to discern a shape, as there are no dated entries prior to the index. Traction is led by frenchbreach-bot with 2 stars, while other listed leaders have 0 stars.
  44. Local service provider platforms11 entriesfirst seen 2026-08-11The cluster consists of web and mobile apps that help users find, connect with, and hire local service professionals. The dated history is too thin to read a shape from, with only four dated entries before the index start, and all three members lack source dates. On traction, Fixly-Local-Services leads with three stars, while the other two members have zero stars.
  45. sports betting odds dashboards11 entriesfirst seen 2026-08-11This cluster consists of web apps that present NFL and MLB game data such as schedules, standings, win percentages, and betting lines, with some offering predictive analysis or historical odds tracking. Its dated history is too thin to read a shape from, as it predates the index or its members are undated. Traction is led by mlb-live-dashboard, nfl-prediction-dashboard, and NflGameSim, all with 0 stars.
  46. Everyday basic calculator apps11 entriesfirst seen 2026-08-11This cluster consists of calculator apps positioned for everyday basic math and arithmetic operations, with near-identical value propositions. Before the index start, the dated entries are sparse and irregular: one entry in July 2017, followed by single entries in February, March, and July 2025, and one in January 2026. The traction leaders by activity signal are fareed2499, Calculator_ReactNative_Expo, and simple-calculator-plus, each showing 0 stars.
  47. Wikilink note-taking apps11 entriesfirst seen 2026-08-11This cluster consists of note-taking apps that link notes via wiki-style references, offer a visual graph or map view, and often store plain Markdown files, with a focus on Apple ecosystem support. The cluster's dated history is too thin to read a shape from—only four dated entries exist before the index start, so it predates the index or many members are undated. Among traction leaders, kankan-shoucang has the highest activity with 35 stars, followed by inkstone with 4 stars and Tangent with 0 stars.
  48. Solana meme token scanners11 entriesfirst seen 2026-08-10These bots monitor Solana for newly launched meme tokens, score them by market cap, liquidity, and volume, then alert via Discord or Telegram; one also auto-trades with risk management. The cluster's dated history is too thin to read a shape from—no dated entries exist before the index start. Trpjan-solana-trading-toolkit leads traction with 193 stars, far outpacing others.
  49. AI business plan generators11 entriesfirst seen 2026-08-08These tools convert a brief business idea into structured plans covering branding, pricing, go-to-market strategy, launch roadmaps, market opportunity, monetization, and product analysis. Only two dated entries exist before the index started, so the cluster's dated history is too thin to read a shape from—it likely predates the index or lacks source dates. Storeforge leads traction with 7 stars, while other members show no activity signal.
  50. Bulk file renaming desktop apps11 entriesfirst seen 2026-08-04These are desktop applications for batch file renaming that provide rule stacking, live preview, collision detection, and undoable operations for safe file management. The cluster's dated history is too thin to read a shape from, with no dated entries before the index start. Traction is led by ZRename, which shows the highest activity signal of 2 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.