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WHITESPACE · CLUSTER INDEX · 9,406 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 9,406 of them, 50 to a page.

  1. Developer code snippet managers42 entriesfirst seen 2025-02-12This cluster consists of web apps that let developers save, organize, search, and share reusable code snippets, often with personal collections and user accounts. The dated history shows a lone entry in mid-2022, then a near-monthly run from February to June 2025, with a few later entries in 2025 and two in early 2026. Among members with traction signals, whichcodingtools leads with 8 stars, followed by Anthon-Code-1.0.2 (2 stars) and DevVault (1 star).
  2. Podcast streaming and discovery apps42 entriesfirst seen 2025-02-03This cluster includes 31 products for podcast streaming, discovery, and management, ranging from simple players to specialized tools like semantic search and chapter navigation. The dated history (8 entries) is sparse, with most entries appearing in 2025 and early 2026, while 20 members have no source date. Traction is minimal: voxly leads with 1 star, while podcastCC and Promocast have 0 stars.
  3. AI fitness coaching apps42 entriesfirst seen 2024-01-29The cluster consists of AI-driven fitness coaching applications that generate personalized workout and nutrition plans, often with conversational AI coaches, meal photo logging, and movement tracking. Dated entries span from June 2013 through June 2026, with an early sparse history and a higher frequency of entries in late 2025 and early 2026. Traction leaders are fitra-pro-gym-connect and proelite-fit-macro-studio, each with 55 stars, while YourFit has 0 stars.
  4. Desktop system monitoring widgets42 entriesfirst seen 2023-02-04This cluster comprises lightweight desktop widgets that display live system resource usage (CPU, memory, disk, network, GPU, battery, temperature) in a user-friendly interface. Dated entries are spread thinly from 2007 to mid-2026, with no dominant release period. Among members with traction signals, edgepilot leads with 19 stars, followed by omarchy-dashboard (2 stars) and mac-glance (0 stars).
  5. Laundry pickup and management apps42 entriesfirst seen 2022-10-07This cluster of 23 products covers laundry pickup/delivery scheduling, order tracking, and garment care management, ranging from consumer-facing booking apps to operator dashboards for laundry businesses. Dated history before the index start shows sporadic entries from Oct 2022 through Jul 2026, with small upticks in Jan, Mar, and May 2026, but no sustained pattern. Traction leaders are LavanderiaSystem, app-laundry, and carelabel, each with 0 stars, indicating minimal user adoption.
  6. Local network file sharing apps42 entriesfirst seen 2019-06-14This cluster comprises apps that enable file, clipboard, and text sharing between devices on the same local network, using QR pairing or browser-based access. The dated entries appear sporadically from June 2014 through May 2026, with most months seeing a single new product and several year-long gaps, indicating a steady but low-level stream of releases. In terms of traction, ZTdrop leads with 4 stars, followed by RapiDrop with 2 and Nearclip with 1.
  7. Desktop music library players42 entriesfirst seen 2018-10-30This cluster consists of desktop music players focused on organizing and playing local libraries, with features like internet radio, metadata/lyrics fetching, and playlist management. Entries appeared sporadically from October 2013 to May 2026, with a slight increase in late 2025 and early 2026, but the overall pattern is irregular. Among traction leaders, harmonify has the highest activity signal with 2 stars, while nanoPlayer and Elisa have 0 stars.
  8. Virtual dice and random decision tools42 entriesfirst seen 2017-05-20This cluster comprises mobile and web applications for simulating dice rolls, random events, and tabletop game utilities such as score counters and probability calculators. The dated entry history spans from April 2015 through July 2026, with a low and sporadic release rate in the early years and a slight concentration in March 2025 and July 2026. Traction leaders by activity signal are PrismLoot, simulador-dados, and The Universe Decides, each with zero stars.
  9. Fediverse client applications42 entriesfirst seen 2017-02-24This cluster consists of clients for Mastodon, Pleroma, Misskey, and other federated networks, spanning desktop GUI apps, mobile apps, web apps, and terminal tools. The dated entries run from 2017 to the first half of 2026, appearing as a low and irregular trickle of one or two per month, with no observable concentration in any period. Traction leaders are Tuba, Flare, and Snowdrop, each reporting zero stars, indicating no clear standout member.
  10. Custom habit trackers42 entriesfirst seen 2016-12-20This cluster comprises 14 habit-tracking apps that share core functionality: custom habit creation, reminders, progress logging, streak monitoring, and statistics. Dated entries appear sporadically from December 2016 through July 2026, with roughly one new app every few months and no clear temporal pattern. The traction leaders—Habit Tracker : Haby, habit-tracker, and Wisey: Habit Builder—all show zero stars, so no app has emerged as a clear market favorite.
  11. Pomodoro productivity apps42 entriesfirst seen 2015-03-01This cluster consists of individual productivity apps that pair a Pomodoro focus timer with to-do/task management, habit tracking, notes, calendar planning, and related organization features. Dated entries appear intermittently from March 2015 through July 2026, with no month before the index start having more than two entries. FocusPulse leads traction with 24 stars, followed by fanqiezhong with 1 star and Singularity To Do List/Tasks with 0 stars.
  12. Scientific data visualization apps42 entriesfirst seen 2014-07-20This cluster consists of desktop-centric applications for scientific data visualization, plotting, and analysis, with some web-based and instrument-specific tools. Dated entries are sparse in 2013-2014, then become more frequent from 2020 onward, including several months in 2026 up to just before the index start. The traction leader is dsh-Mimir-Academic-research with 206 stars, followed by stat-data-viewer (2 stars) and SeisForge-Studio (1 star).
  13. Restaurant loyalty ordering apps42 entriesfirst seen 2009-06-02This cluster covers mobile apps for restaurant and convenience store chains that let customers order pickup, delivery, or dine-in food while earning and redeeming loyalty rewards. Dated entries span from 2009-06 to 2026-06, with irregular single-month launches and no consistent underlying pattern, indicating a long but diffuse history rather than a concentrated surge. Activity signal is led by the Outback Steakhouse app, Dave’s Hot Chicken®, and Taco Bell Fast Food & Delivery.
  14. Receipt scanning expense trackers42 entriesfirst seen 2008-11-16This cluster consists of mobile apps that capture receipts via photo or scan to track personal or business expenses, with budgeting and reporting features. Dated member entries before the index start are sparse, appearing as single entries in multiple years from 2008 to 2020, a gap until 2023, another single entry in late 2025, and isolated months with two to four entries in early 2026. The traction leader, by activity signal, is SideForge-iOS-Spend-Management-System with 1 star, while other members show no stars.
  15. Image format conversion tools42 entriesfirst seen unknownThis cluster consists of web-based tools for converting image files between formats such as JPG, PNG, WEBP, AVIF, GIF, and TIFF. Dated entries before the index start show an initial product in July 2020, a long gap, then several entries in the latter half of 2025, specifically October, November, and December. Traction leaders include Pictures Converter, File-Converter, and convertflow, though all show zero stars.
  16. Project management dashboards42 entriesfirst seen unknownThis cluster contains 33 products centered on project and task tracking dashboards, with a strong emphasis on visual progress reporting, Gantt or PERT views, and role-based access. They serve varied verticals such as PMO for EPC, digital agencies, government ministries, and infrastructure monitoring. The dated history is irregular, with entries appearing in eight separate months from March 2025 to July 2026, never more than two in a single month. Traction leaders by activity signal are kloyya-launchpad, Project-Tracker, and PAIMANA-MERN.
  17. movie and TV streaming apps41 entriesfirst seen 2026-08-18This cluster comprises 29 web and mobile applications for streaming, browsing, and discovering movies and TV shows, often mimicking popular services. Dated entries before the index start are sparse: a single member from 2012-01, then a gap until successive entries in 2024-09, 2025-02, 2025-06, and 2026-02, indicating a slow and intermittent emergence. Among the traction leaders, AuraPlayer stands out with 1 star, while KhongGianPhimTV and vesper each have 0 stars.
  18. Self-hosted proxy management panels41 entriesfirst seen 2026-08-16These products are self-hosted web panels for managing multi-protocol proxy and VPN configurations, user subscriptions, traffic limits, and live monitoring. 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 is led by pxpanel (345 stars), followed by ProxyHub_Emby (47 stars) and regionhop (18 stars).
  19. Daily task and to-do web apps41 entriesfirst seen 2026-08-13This cluster contains 42 web applications focused on helping users organize, manage, and track daily tasks and to-do lists, ranging from simple personal checklists to role-based team platforms. Entries dated before the index's start appear from January 2025 through July 2026 in a sporadic pattern — most months have a single entry, a few have two, with no clear directional shape. Todolist leads traction with 2 stars, ahead of daybook and tillytasky_v2 (both 1 star).
  20. AI text sentiment analysis apps41 entriesfirst seen 2026-07-21This cluster consists of web-based tools that analyze text (and occasionally audio) to detect sentiment, emotion, mood, toxicity, and related textual insights, often applied to customer reviews and feedback. Entries appeared sporadically from late 2024 through mid-2026, with one or two per month and no clear trend, while a substantial portion of the 34 members have no source date. The traction leaders by activity signal are AI-Review-Analyzer, App-Review-Analytics, and Tata-Tele-Business-Services, each at 0 stars.
  21. Payment processing and transaction management apps41 entriesfirst seen 2026-05-13This cluster comprises web applications for processing payments, managing financial transactions, and reconciling account activity, ranging from payment gateways to bank transfer and cheque management tools. The dated history shows sporadic early entries in early 2025 and then a clustering of entries in spring 2026, suggesting a nascent but increasingly active space. Traction is led by BANK-MANAGEMENT-PROJ, which has the highest activity signal among the members.
  22. AI tutoring apps for students41 entriesfirst seen 2026-03-12This cluster consists of AI-powered tutoring applications that deliver personalized instruction, interactive lessons, and feedback to students. Recorded entry dates show sporadic activity from July 2023, with a greater number of entries appearing from May 2025 onward through June 2026, though many members lack a source date. Traction is led by daydayup (4 stars), followed by MindEtude (2 stars) and Numination (1 star).
  23. Personal expense tracking web apps41 entriesfirst seen 2026-01-12This cluster consists of web apps for personal and family finance tracking, focused on logging income and expenses, categorizing transactions, and presenting summaries and charts. Entry dates before the index show a single product in October 2021, then a steady monthly cadence from September 2025 through July 2026 with counts ranging from 1 to 4, peaking at 4 in April 2026. Traction is led by spendX with 3 stars, followed by LedgerFlow with 1 star.
  24. Multilingual translation web apps41 entriesfirst seen 2025-12-25This cluster comprises web-based tools that translate text between languages, with variants supporting file uploads (PDF, DOCX, PPTX, TXT), image text extraction, speech, Braille, constructed languages, and code translation. Their dated history is too thin to read a shape from — only 3 dated entries predate the index, leaving the timeline ambiguous. Traction is minimal, with novabraille, nobodies-ceviri, and ecapp each showing 0 stars as the leading entries.
  25. WhatsApp business automation platforms41 entriesfirst seen 2025-11-22This cluster consists of tools that automate WhatsApp messaging, sales pipelines, and marketing campaigns for small and medium businesses. Dated entries before the index start appear sporadically: one in April 2019, then none until April 2025, followed by entries in October and November 2025, two each in January and March 2026, and three in July 2026. Among traction leaders, Wagwan shows the highest activity signal with 3 stars, while PortalSpy and gg each have 0 stars.
  26. Online multiplayer card and board games41 entriesfirst seen 2025-08-13This cluster consists of browser-based and some mobile multiplayer games for traditional card and board games, typically using room codes, real-time play, and chat. The dated history shows sporadic entries from 2012 to 2023, with a denser concentration from 2025 onward, suggesting growing adoption. Traction is led by bisca with 26 stars, far ahead of ReverSIX and Mahjong.
  27. Hostel management systems41 entriesfirst seen 2025-07-31This cluster consists of web-based platforms for managing hostel, dormitory, and similar accommodations, covering room allocation, resident records, fee tracking, attendance, complaints, and bookings. The dated history before the index began is thin but shows low, irregular monthly entries between 2025-07 and 2026-07, peaking at two entries in October 2025 and January 2026 with no clear trend. The traction leader is 'hostel-management' with 2 stars, while all other dated members have 0 stars.
  28. Security incident reporting and risk platforms41 entriesfirst seen 2025-07-07This cluster consists of web applications for security incident reporting, monitoring, and risk/compliance management across public safety, organizational security, and regulatory domains. Dated entry counts before the index start are irregular, with 1-2 entries per month across 2025 and mid-2026, showing no consistent growth pattern. Traction is led by kepryx with the highest activity signal (2 stars), while webmcp-metadata-safety-lab and Public-Security have 0 stars.
  29. Digital business card creators41 entriesfirst seen 2025-07-05This cluster comprises web-based applications for designing, generating, and sharing digital business cards, often adding QR codes, templates, or niche-specific profiles (e.g., real estate, perinatal care).The dated history before index start shows a sparse distribution: one entry apiece across December 2017, December2020, March2025, November2025, February2026, April2026, and June2026, with two entries in July2025, so no strong trend emerges from the dates.Traction leaders—bitaqati, ficha-visita, and eink-card—all show zero activity stars, indicating minimal observable traction among the dated members.
  30. AI-powered browser code editors41 entriesfirst seen 2025-07-05The cluster comprises browser-based development environments that pair a code editor with AI assistance for generating, editing, and explaining code, often with live preview and execution. Before the index began, dated entries were sporadic across months from February 2025 to July 2026, with the largest monthly count being five in July 2026, so the timeline shape is irregular rather than sustained. The clear traction leader is we0, with 925 stars, far ahead of dsh-vscode (27) and code-canvas-complete (2).
  31. Gamified productivity quest apps41 entriesfirst seen 2025-06-26This cluster of 22 products gamifies daily tasks and goals by turning them into quests or RPG-style missions, rewarding users with XP, levels, and avatar progression, often with AI companions or chat. Dated entries span from 2022-07 through 2026-07, with counts gradually rising to two per month by mid-2026, though many members are undated or recent. AuraForge leads on traction with 1 star, followed by your-epic-agenda and Dreamato: Focus Companion, each with 0 stars.
  32. Habit and routine tracking apps41 entriesfirst seen 2025-06-26The cluster consists of mobile apps that help users build, track, and maintain daily habits and routines, often with reminders, progress visualization, and goal setting. Entries have appeared sporadically across the years from 2010 to 2026, with no concentration in any particular period. The traction leaders are Timelines Time Tracking, Ever Better: The Habit Tracker, and Routine Planner, Habit Tracker, all with zero stars but the highest activity signals.
  33. AI social media schedulers41 entriesfirst seen 2025-06-18This cluster consists of AI-powered social media management tools that generate, schedule, and publish content across multiple platforms, often with analytics, approval workflows, and brand-voice enforcement. Dated entries appear sporadically from June 2025 to July 2026, with the highest monthly count of 3 in June 2026 and a total of 14 dated entries before the index start. Traction leaders per activity signal are LYFFLOW-Project, followed by social-stats-social-media-manager and socialbot.
  34. AI companion character chats41 entriesfirst seen 2025-05-19This cluster consists of mobile apps for conversing with customizable AI characters that maintain persistent memory and evolve relationships through text, voice, and photo interactions. Dated entries span from February 2021 to July 2026, appearing sporadically in early years and becoming more frequent in 2026. Traction leaders, based on activity signal, are Alora: AI Character Chat, Companion AI: 3D Characters, and iLands: Raise Your Sole AI, each with zero stars.
  35. Personal health and wellness apps41 entriesfirst seen 2025-02-08This cluster comprises 37 apps focused on personal health tracking, wellness management, and related services, ranging from consumer fitness trackers to employer wellness portals and device-sync utilities. The dated history before the index start shows isolated entries in 2017 and 2019, then a gap until a steady series of entries from early 2025 through mid-2026, though many members lack source dates. Traction is led by HealthMi with 14 stars, while other dated members show minimal activity.
  36. collaborative note-taking platforms41 entriesfirst seen 2025-01-23This cluster consists of 26 products focused on collaborative note-taking, real-time sync, and cross-device access, ranging from simple note boards to more elaborate platforms with visual scripting and shared workspaces. The dated entry history before the index is sporadic, with small groupings in early 2025 and late 2025 and a trickle of entries elsewhere, showing no clear growth pattern. On traction, CollabNote-Fullstack-App leads with 27 stars, while most other members have minimal or no activity.
  37. Recipe discovery and organization apps41 entriesfirst seen 2025-01-15This cluster consists of recipe apps for home cooks that focus on discovering, searching, and organizing cooking recipes. The dated entries before the index start are scattered irregularly from April 2009 to July 2026, with a slight increase in monthly counts in 2025–2026. Traction is led by vibe-cook with 11 stars, followed by COSORI-AirFry-helper-Rus-android with 1 star and convivium with 0 stars.
  38. cryptocurrency trading platforms41 entriesfirst seen 2025-01-07This cluster comprises platforms for trading, managing, and investing in cryptocurrencies, covering spot and derivatives markets, staking, yield farming, airdrops, managed funds, and even real-estate auctions. The dated history is thin before 2025, with a single 2014 entry and one in 2020, then a period of multiple entries through 2025 and into early 2026. Traction leaders include ombra with 4 activity stars, while bitmesh and Bybit have 0 stars.
  39. Local music library players41 entriesfirst seen 2022-10-22This cluster consists of desktop music players that play and organize local audio files, offering library scanning, playlist creation, tag editing, and support for audiophile formats like high-resolution or lossless audio. Dated entries span from 2011 to mid-2026, with a thin and sporadic early history and a visible rise in the months just before the index start. The highest activity signals belong to amus, muzaiten-bin, and mpz, each at 0 stars, and five members lack source dates.
  40. Multi-chain crypto wallets41 entriesfirst seen 2021-01-11This cluster comprises cryptocurrency wallet and trading apps that emphasize multi-chain support for storing, swapping, buying, selling, and managing digital assets. Several also include staking, NFT viewing, hardware wallet integration, or messaging features. Dated entries span from 2013 to 2026 with no consistent pattern, and more than a quarter of members have no source date. The top activity signals are Aperture: BTC & Crypto Wallet, Ledger Wallet™ crypto app, and Robinhood-Bundler-Official, each showing very low star counts.
  41. Wayland screenshot capture tools41 entriesfirst seen 2019-10-27This cluster comprises 38 Wayland-centric screenshot and screen capture utilities, ranging from minimal command-line tools to feature-rich apps with annotation, OCR, scrolling capture, and upload capabilities. Entries appeared sporadically from March 2019 through 2025, then grew more frequent in early 2026 with multiple entries per month in February, March, May, and July. The traction leaders by activity signal are shotdock, latchshot, and mark-shot, though each currently shows zero stars.
  42. Offline dictionary apps41 entriesfirst seen 2015-12-06This cluster of 34 products covers dictionary and thesaurus apps for general, specialized, and constructed languages, with a strong focus on offline lookup, pronunciation, and translation. Dated entries appear sporadically from November 2009 to July 2026 across about 20 distinct months, indicating a low but persistent release pattern. The only member with notable traction is ecdict-macos-dictionary at 5 stars, while other tracked members show zero stars.
  43. Trick-taking card game apps41 entriesfirst seen 2011-11-02This cluster comprises mobile and web applications for trick-taking card games such as Spades, Hokm, Tarneeb, and Bid Whist, offering online multiplayer, AI opponents, and solo practice. Entries appeared sporadically from 2010 to 2026, with the highest pre-index monthly counts in July 2014 and August 2021 (3 each), indicating a steady but irregular release pattern. Traction leaders by activity include Durak Online card game, Spades Fever: Card Plus Royale, and UNO!™.
  44. AI chatbot building platforms41 entriesfirst seen unknownThis cluster consists of 34 similar products that help businesses and individuals create, deploy, and manage AI-powered chatbots for customer support, lead generation, and workflow automation across channels like web, messaging apps, and social media. Dated entries before the index start appear sporadically from March 2025 to June 2026, with a slight concentration in September-October 2025. Traction leaders are botnest and ai-saas (each with 6 stars), followed by unlimited-ai-platform (1 star).
  45. User ratings and reviews platforms41 entriesfirst seen unknownThis cluster comprises web applications for submitting, viewing, and managing user ratings and reviews across diverse domains, from employees and businesses to artwork and Web3 communities. Dated entries before the index start show a thin, irregular timeline: two entries in February 2025, then single entries in April, May, and June 2025, and one in June 2026, offering no clear shape. On traction, subreach leads with 1 star of activity, while aura-artwork-review-system and Review_Page trail at 0 stars.
  46. Personal expense tracking apps40 entriesfirst seen 2026-08-26This cluster comprises personal and household expense trackers that log transactions, manage budgets, and often handle shared or recurring spending. Dated entries appear sporadically from April 2023 through July 2026, with a small concentration in April 2025, but the overall timeline is thin and irregular. Traction is minimal, with the leading member (DEVOPS-2026-CS-E-06) holding just 2 stars and two others at 0 stars.
  47. Telegram game and gambling bots40 entriesfirst seen 2026-08-19This cluster comprises Telegram bots that deliver casual games, gambling simulations, and game utilities directly inside chat. The dated history is thin—only one dated entry precedes the index start, so the cluster's timeline shape cannot be read. Traction leaders by stars are telegram-blackjack and Guessin_Game_bot (1 star each), followed by telegram-bot-roulette1 (0 stars).
  48. Local-first AI agent workspaces40 entriesfirst seen 2026-08-13This cluster consists of desktop and local-first applications that serve as workbenches or control rooms for AI agents, offering features like session management, branching conversation graphs, local model execution, and multi-agent supervision. The dated history before the index start shows entries in March 2026 (3), April (1), June (2), and July (1), with no May entries, indicating a sporadic early presence rather than a steady ramp. Traction leaders by activity signal are EverRoom (669 stars), deepseek-harness-desktop-app (638 stars), and dsh-desktop (638 stars).
  49. Multi-model AI chat workspaces40 entriesfirst seen 2026-07-31This cluster consists of AI-powered chat workspace applications that support multiple model providers, persistent conversations, file context, web research, and content generation. The dated history is too thin to read a shape from – it predates the index or its members are undated. Among the cluster members, dsh-studio shows the strongest traction signal, followed by Atlas and dsh-plugin-session-notes.
  50. Job application trackers40 entriesfirst seen 2026-04-10This cluster consists of job application trackers for job seekers, offering features such as status logging, follow-up reminders, analytics dashboards, and sometimes email parsing or AI assistance. Dated entries before the index start show a gradual increase from 1 per month in May 2025 to 3 per month by mid-2026. The traction leader is autumn-job-assistant-tracker with 82 stars, far ahead of the next two at 4 stars each.

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.