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WHITESPACE · CLUSTER INDEX · 9,593 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 9,593 of them, 50 to a page.

  1. Mobile file manager apps23 entriesfirst seen 2012-02-28This cluster consists of 22 mobile file manager apps that provide access to local, cloud, and network storage (SMB, FTP, SFTP, WebDAV) with features such as compression, encryption, streaming, and file operations. Entry dates are scattered from 2011 to 2026 with at most one per month, showing no concentration over time. Traction leaders are FE File Explorer, Teyin, and File Manager: Files & Vault, each with 0 stars.
  2. Programming IDEs and code editors23 entriesfirst seen 2012-01-05This cluster consists of integrated development environments and code editors spanning diverse languages and platforms, from Turbo C-style consoles to web-based proof assistants and scientific Python tools. The dated entries span from 2012 to 2026 with roughly one to two new members per year, indicating a steady but scattered flow of products over a decade. The highest traction is codeblock-compiler-public with 1 star, while other members like wu-bin and lazydotide-bin have 0 stars.
  3. Astronomy sky charting apps23 entriesfirst seen 2011-03-04This cluster spans planetarium, stargazing, and observation-planning tools that render or identify the night sky, covering desktop, terminal, mobile, and AR form factors. Its dated history is thin—only 10 entries before the index start, scattered from 2011-03 to 2026-06 with no clear trend—so its shape cannot be reliably read. Traction leaders are KStars, Smart Radio Telescope, and Sky Map, each with 0 stars.
  4. Outdoor GPS trail activity apps23 entriesfirst seen 2010-12-17This cluster comprises mobile and web apps for outdoor trail activities such as hiking, biking, and running, offering GPS tracking, offline maps, route planning, and activity recording. Entries in the source data appear intermittently from 2009 to 2026, with roughly one product added per month at irregular intervals, indicating a long-standing but low-frequency stream of new entrants. Komoot leads on activity signal, followed by BRP GO and AllTrails, though all show zero stars in the current data.
  5. Kids chore and allowance apps23 entriesfirst seen 2010-12-17This cluster consists of mobile and web apps that help parents manage children's chores and allowances through virtual wallets, savings goals, and parental oversight. Entries appear sporadically from 2010 to 2015, then resume in late 2024 with a gradual increase to a peak of three entries in 2026-07. Among the dated members, the highest traction leaders are Kiddos Cash: Allowance Tracker, ChoreBucks, and Family-coin-keeper-app, each with zero stars.
  6. Fashion discovery and shopping apps23 entriesfirst seen 2010-10-12This cluster consists of apps that help users discover fashion brands and products, receive personalized style recommendations, and often purchase items. Dated entries before the index start are sparse: two in 2013-2014, then a gap until 2022, with two more in 2025, showing a long pause between early and later entries. The highest activity signals are from style-analytics-pro, ASOS, and Zalando, each at zero stars.
  7. Mobile code and web editors23 entriesfirst seen 2010-03-26This cluster consists of mobile code editors, markdown editors, and web-development toolkits for iOS and Android, focusing on syntax highlighting, live preview, and file management. Entries are sparse, appearing sporadically from March 2010 to April 2026 with no consistent pattern or acceleration; the largest monthly count before the index start was two in April 2026. Traction is very low across the board, with the leading activity signals belonging to HTML Creator : Editor & Viewer, Moki - Markdown, MD Editor, and Codable, each at zero stars.
  8. Japanese dictionary and study apps23 entriesfirst seen 2009-12-12This cluster consists of Japanese dictionary and language-study apps, including offline and online dictionaries, keyboard utilities, and Anki-related tools. The dated entries span from 2009 to 2026 with sporadic release dates and no clear trend, though there is a small concentration in 2019 and a larger set in early 2026. Traction leaders are ReSearch, okonomi, and Sumire Japanese Keyboard Lite F-Droid, each with 0 stars.
  9. Mobile retail shopping apps23 entriesfirst seen 2009-12-11This cluster comprises mobile shopping apps for retail merchandise spanning fashion, beauty, home, outdoor, and luxury categories, with common features like loyalty rewards, in-store pickup, and personalized recommendations. Entries appeared sporadically from 2008 to 2019, with no clear trend in the pre-index timeline. SSENSE, Hollister Co., and Ounass Luxury Shopping lead on traction based on activity signals.
  10. Bible study apps23 entriesfirst seen 2009-11-01This cluster consists of 18 Bible study applications offering features such as multiple translations, commentaries, cross-references, and AI-assisted tools. The dated entries are sporadic from 2009-2016 (one per year), then a gap, followed by a cluster of entries from 2025-2026. The traction leader is openbible-worksplace with 1 star, while bible-study-assistant and Logos: Deep Bible Study have 0 stars.
  11. Bible trivia quiz games23 entriesfirst seen 2009-10-30This cluster consists of Bible trivia and quiz games that test knowledge of scripture through multiple-choice questions, verse matching, and daily challenges. Dated entries appear sporadically from April 2013 through May 2026, with the latest dated entries in early 2026. The traction leaders by activity signal are gen2rev, Bible Trivia Quiz Games, and Bible Trivia - Bible Quiz Game, though all currently show zero stars.
  12. Product customization configurators23 entriesfirst seen unknownThe cluster consists of web-based product configurators that let customers customize and order a wide range of items, from garages and pergolas to bicycle wraps, battery packs, and shelving. The dated history is too thin to read a shape from—only one entry predates the index, and most members have no source date. Traction leaders all show zero activity signals, indicating no clear leader has emerged.
  13. Music streaming web apps23 entriesfirst seen unknownThis cluster consists of web-based music streaming services, with variations including genre-specific players, radio-style streams, and user uploads. The 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 deployment, Listen Moe, and mixtape, all currently at 0 stars.
  14. Prayer and Spiritual Tracking Apps23 entriesfirst seen unknownThis cluster consists of web applications centered on prayer and religious observances, such as shared prayer sessions, prayer list management, and ceremony-specific guides. Only one dated entry exists before the index start, making the early trend impossible to discern. Traction leaders, based on activity signal, are collective-chant, mahadev-sewa, and Quiz-Ora-es-Espec-ficas-VSL, though all display zero stars.
  15. AI social media post generators22 entriesfirst seen 2026-10-10This cluster consists of AI web applications that generate social media posts (LinkedIn posts or tweets) from user prompts or topics, aimed at helping users maintain an active social presence. The dated entries before the index start appear sparsely across 2025-03 to2026-07, with one entry per month in most cases and two entries in April 2026, revealing no consistent growth pattern. Among members, worktowoods has the highest activity signal, followed by notcringe, while linked-post-generator has the lowest.
  16. Interactive programming education apps22 entriesfirst seen 2026-10-06The cluster comprises interactive apps and web platforms that teach programming languages, computing concepts, and related technical skills through lessons, coding exercises, live embedded environments, and gamified progression. Dated entries span from April 2013 to June 2026, but with only eight dated entries before the index start, the dated history is too thin to read a shape from. Traction leaders by activity signal are VisualLab, zchmoc, and Diggle-Coding-Club, each with 0 stars.
  17. Browser-based music synthesizers22 entriesfirst seen 2026-10-03This cluster comprises 19 products centered on web-based sound synthesis, virtual instruments, and interactive music-making toys. The dated history is too thin to read a shape from, as only four pre-index entries exist. Traction leaders by activity signal are minimax-music3-studio, virus-ti2-adssr, and muyu-pet.
  18. Official municipal websites22 entriesfirst seen 2026-10-03The cluster consists of official city and municipal websites that present administrative details, tourism information, news, and civic content for residents and visitors. Its dated history is too thin to read a shape from—only one dated entry exists before the index start, and many members lack source dates. Among traction leaders, voxzi-official-web, commune-mongo, and my-website tie at 0 stars of activity signal.
  19. AI knowledge workspaces22 entriesfirst seen 2026-09-26This cluster consists of AI-powered knowledge workspaces that organize documents, answer questions conversationally, and ground responses in cited sources, often for teams. The cluster's dated history is too thin to read a shape from, as only three dated entries exist before the index start, and some members are undated. Among the traction leaders, beeblio-oss shows the highest activity with 70 stars, followed by Corpus with 8 stars and aiopchub with 2 stars.
  20. AI design-to-code converters22 entriesfirst seen 2026-09-21These products use AI to convert visual design artifacts—screenshots, mockups, screen recordings, and Figma designs—into functional front-end code for websites and apps. Dated entries show a sparse history starting in May 2025, with two entries in February 2026 and single entries in March, April, and June 2026. Solarch leads traction with 47 stars, while other dated members have no star activity.
  21. To-do list web apps22 entriesfirst seen 2026-09-20The cluster consists of basic web-based to-do list applications for creating and managing tasks. The dated history is too thin to read a shape from, with only two dated entries before the index start and most members lacking source dates. Traction leaders include cloudflare-todolist-test2, Task-vue, and TodoProject, each with zero stars, indicating limited user engagement.
  22. Document Q&A apps22 entriesfirst seen 2026-09-20This cluster consists of apps that let users upload documents (PDFs, Word files) and ask natural-language questions, with answers grounded in the uploaded content and accompanied by source citations. The dated history before the index start is too thin to read a shape from, as only one dated entry exists. Traction leaders by activity signal are error-handler and MEDORA-Ai (2 stars each), followed by rag-document-qa (1 star).
  23. Mushroom farm climate logging22 entriesfirst seen 2026-09-19The cluster consists of web applications for mushroom farms to log growing-room climate conditions, harvest yields, and view operational dashboards, with role-based access and room management. The dated history before the index start is too thin to read a shape from — only 1 dated entry exists, so the cluster's timeline cannot be characterized. Traction leaders are ccpro-mushroomshed-bug04-GSB, ccpro-mushroomshed-bug01-GSB, and ccpro-mushroomshed-b10-GSB, each with 0 stars.
  24. Self-hosted personal finance apps22 entriesfirst seen 2026-09-17This cluster consists of self-hosted personal finance applications that import bank transactions or statements, categorize spending, and track budgets, cashflow, and net worth. 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. On traction, personal-finance-tracker leads with 30 stars, while kumbara and Carbure each have 1 star.
  25. Discord/YouTube network bypass utilities22 entriesfirst seen 2026-09-15This cluster consists of Windows utilities that apply selectable network bypass strategies to restore access to Discord and YouTube on restricted connections. The cluster's dated history is too thin to read a shape from, as only 0 entries have source dates before the index start. Traction is led by ZapretDiscord and DiscordZapret, each with 1 star.
  26. real estate listing websites22 entriesfirst seen 2026-09-14The cluster comprises websites that list real estate properties for sale or rent, helping users browse available listings. The cluster's dated history is too thin to read a shape from—only two dated entries exist before the index began, and many members are undated. Traction is minimal and uniform, with the three traction leaders each showing zero activity.
  27. E-commerce admin panel apps22 entriesfirst seen 2026-09-11This cluster consists of e-commerce web applications that pair a customer-facing storefront with an admin panel for managing products, orders, and sometimes customers or sales analytics. The dated entries before the index start are sparse, with one entry each in Feb 2025, Oct 2025, Mar 2026, Apr 2026, Jun 2026, and Jul 2026, showing intermittent activity across 2025–2026. Among the listed members, Ecommerce leads on traction with 2 stars, while e-retail-point and mi_tienda each have 0 stars.
  28. PDF-Image conversion tools22 entriesfirst seen 2026-09-10This cluster consists of web and offline applications that convert between PDF and image formats, such as PDF to JPG/TIFF and image files (JPEG/TIFF) to PDF, with some offering drag-and-drop and stateless processing. The dated entry history is too thin to read a shape from, since only four dated entries exist before the index start. Among traction leaders, qpdl-recovery shows the highest activity signal with 1 star, while tiff-to-pdf and File-Converter each have 0 stars.
  29. vendor and supplier management22 entriesfirst seen 2026-09-10This cluster of web apps centralizes vendor, supplier, and contract management, covering procurement records, approvals, expirations, and audit history. The dated history is too thin to read a shape from, with only a single dated entry predating the index. Among traction leaders, shelfready shows the most activity with 1 star, while axisgt-zenly and VENDRA have 0 stars.
  30. Mood board and palette apps22 entriesfirst seen 2026-09-09This cluster comprises web apps that help users create and organize mood boards, often with automatic color palette generation from moods or themes. The dated history is too thin to read a shape from — only 3 entries precede the index start, and many members are undated. Traction leaders (avira, ImgRef, forme-studio) each show 0 stars, indicating low public activity.
  31. macOS per-app WireGuard VPN clients22 entriesfirst seen 2026-09-09The cluster consists of macOS-native VPN clients that use menu-bar interfaces to route selected applications or domains through WireGuard tunnels while leaving all other traffic on the normal connection. The dated history before the index start is too thin to read a shape from, as only zero dated entries exist. Traction leaders are AutoConnect with 8 stars, followed by aws-auto-connect and kerio-split with 2 stars each.
  32. AI daily planning tools22 entriesfirst seen 2026-09-09This cluster consists of AI-powered planning tools that help users organize tasks, schedule them into free time slots, and generate realistic daily checklists. Dated entries appear sporadically from October 2019 through July 2026, with three entries in mid-2026 (two in June and one in July). The traction leaders are todoclaw, Structured, and jornada, each with zero stars on their activity signal.
  33. Cited academic research assistants22 entriesfirst seen 2026-09-09This cluster comprises AI research assistants that ingest scientific papers, answer research questions, generate hypotheses, design experiments, and produce cited reports. The cluster's dated history is too thin to read a shape from – only two dated entries exist before the index start. Traction leaders, by activity signal, are NutriRAG, ai-research-scientist, and thesisforge, in that order.
  34. AI coding usage desktop widgets22 entriesfirst seen 2026-09-08This cluster consists of Windows desktop widgets that monitor AI coding assistant usage limits, quotas, token counts, reset times, and estimated costs, often supporting multiple accounts from the taskbar while keeping data local and private. The dated history is too thin to read a shape from — it predates the index or its members are undated. Traction leaders are mirasim-telemetry (8 stars) and ai-usage-taskbar-widget (7 stars), with Gauge trailing at 2 stars.
  35. Personal task management apps22 entriesfirst seen 2026-09-08This cluster consists of 18 web applications for creating, organizing, and tracking personal to-do tasks and projects, often with cloud storage and optional account-based sessions. Dated entries before the index show sporadic activity from March 2025 through February 2026, with the highest monthly count of 4 in September 2025; five members have no source date. Traction leaders by activity signal are hustlifyApp, To-Do-List, and task-manager, each with 0 stars.
  36. Service company landing pages22 entriesfirst seen 2026-09-06The cluster comprises landing pages for service-oriented businesses (e.g., metalworking, IT, general services) that present services and contact details. The dated history is too thin to read a shape from—only 3 dated entries exist before the index start, so the cluster predates the index or its members are undated. Traction leaders by activity signal are tver-stone, houstonlabz, and bapat_optics_landing, each with 0 stars.
  37. Online marketplace platforms22 entriesfirst seen 2026-09-06The cluster comprises 15 listings for marketplace web apps that connect buyers and sellers across general and niche product categories. The dated history is too thin to read a shape from, as only 3 dated entries exist before the index start, so the cluster likely predates the index or has undated members. Traction is led by MicroMart, with multimarket-frontend and website also active.
  38. Couple memory and milestone apps22 entriesfirst seen 2026-09-06This cluster consists of web apps that let couples record shared memories, milestones, anniversaries, and notes, often with photo and activity features. The dated history before the index start is too thin to read a shape from, as only 2 dated entries exist. All three traction leaders show 0 stars, so no product stands out in terms of activity.
  39. AI subscription quota trackers22 entriesfirst seen 2026-09-05These are macOS menu bar apps that help users monitor and manage their AI subscription usage, showing remaining quota, pace versus budget, and reset windows. The cluster's dated history is too thin to read a shape from, as it predates the index or its members are undated. Among tracked members, devie-ai-quota-tracker leads on traction with 14 stars, followed by LLMits (6 stars) and subscriptionbar (5 stars).
  40. AI coding token dashboards22 entriesfirst seen 2026-09-04This cluster consists of local-first dashboards that track and visualize token usage and costs for AI coding assistants such as Claude Code and Codex. The cluster's dated history is too thin to read a shape from – it predates the index or its members are undated. The traction leader is agentic-usage with 1 star.
  41. Browser clicker games22 entriesfirst seen 2026-09-03This cluster comprises 18 browser-based clicker games where players repeatedly click or tap to earn points, currency, and upgrades, often with themed twists such as cookies, chickens, monkeys, or Reddit karma. Dated entries before the index start show three in June 2025, one in November 2025, and one in March 2026, indicating a thin early history with no clear trend; 11 members lack source dates. Traction leaders, all with 0 stars, are cookies2, worldscape-clicker, and Collect the Cookies!.
  42. Small retail online storefronts22 entriesfirst seen 2026-09-02This cluster consists of online storefronts that let small retail businesses showcase products and accept orders from customers. The dated history is too thin to read a shape from—only four dated entries exist before the index start, so the cluster either predates the index or its members are largely undated. MiniShopCambodia-FullStackWeb leads on traction with 92 stars, followed by Cassie-s-WebStore and micro-store, both at 0 stars.
  43. Real-time chat apps22 entriesfirst seen 2026-09-02This cluster consists of real-time chat applications that enable users to send and receive messages instantly in shared conversations. Before the index start, entry counts ranged from 1 to 2 per month across 2025 and early 2026, showing no clear directional trend. django-chat leads on traction, followed by WEPCHAT-flutter and Real-Time-Chat-Application.
  44. Home cook recipe sharing apps22 entriesfirst seen 2026-09-01The cluster comprises recipe-sharing and discovery platforms for home cooks, spanning web apps, a marketplace for licensed home kitchens, and a voice-driven audio recipe service. The pre-index entry timeline is sparse and irregular, with a maximum of two entries in 2025-08 and no discernible growth pattern. Traction leaders by activity signal are t011gsu2irpr9000507092607515171, foodies_monorepo, and tasty-table-tales-68, though all report zero stars, suggesting minimal user engagement.
  45. Telegram bots for GitHub management22 entriesfirst seen 2026-09-01This cluster comprises Telegram bots that integrate with GitHub, covering Codespaces control, release notifications, repository search, AI-generated commit news, and management of repos, PRs, and workflows. The 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. Traction leaders are github-telegram-bot with 1 star, while Antigravity_bot and github-telegram-control-center have 0 stars.
  46. Telegram task planning bots22 entriesfirst seen 2026-08-30This cluster comprises three Telegram bots that help users plan tasks, manage schedules, and track personal time, with features like categories, priorities, deadlines, and automatic reminders. The cluster's dated history is too thin to read a shape from, as only two dated entries exist before the index start, indicating it predates the index or members are undated. Traction leaders all show zero stars, suggesting no standout product yet.
  47. Chat activity tracking bots22 entriesfirst seen 2026-08-30This cluster centers on chat-platform bots, predominantly for Discord, that track user activities such as showers, work hours, voice presence, and tasks, then expose statistics, leaderboards, or live status displays. The dated history is too thin to read a shape from—only 3 dated entries exist before the index start, so the cluster predates the index or its members are undated. Traction leaders by activity signal are shower-streak (1 star), followed by Discord-Bot and Status-Bot (0 stars each).
  48. AI voice agent call automation22 entriesfirst seen 2026-08-30This cluster comprises AI-powered voice agents and calling platforms that automate business phone interactions, including inbound/outbound call handling, lead generation, appointment reminders, and CRM integration. With only four dated entries before the index start, 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 aatio-ai, sofia-ai-agent, and open-hubspot-copilot, all currently at zero stars.
  49. macOS on-device dictation apps22 entriesfirst seen 2026-08-29This cluster is a set of macOS dictation apps that convert speech to text locally and insert it into the focused application, with some adding optional AI cleanup, writing styles, or cloud transcription. The cluster's dated history is too thin to read a shape from: it has 0 dated entries before the index start, so it predates the index or its members are undated. On traction, aerivoice leads with 16 stars, while saywrite (3 stars) and echoflow (1 stars) trail.
  50. Bilingual e-commerce platforms22 entriesfirst seen 2026-08-26This cluster consists of bilingual online store and e-commerce platform projects, each featuring a product catalog, shopping cart, checkout, order management, and an administrative backend. The dated history is too thin to read a shape from — only two dated entries exist before the index start, so the cluster's early trajectory is unknown. Traction leaders by activity signal are velvea and kalcetos (both 0 stars) and medicinal-herbs (1 star), though no substantial engagement is indicated.

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.