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WHITESPACE · CLUSTER INDEX · 9,676 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 9,676 of them, 50 to a page.

  1. No-code AI app builders18 entriesfirst seen 2025-04-28This cluster consists of web-based platforms that allow users to build and deploy AI-powered applications without writing code. Entry counts before the index start show sporadic activity, with most months having no entries and occasional months with one or two, including a peak of three in August 2025 and two in April 2026. In terms of traction, qelos holds the highest star count at 53, followed by ai-app-generation at 45, while ai-app-builder has no stars.
  2. Pixel art drawing web apps18 entriesfirst seen 2025-04-26This cluster consists of web applications focused on creating and editing pixel-art drawings on a canvas, all with simple interfaces. Dated entries before the index start are sparse: one in 2019-01, one in 2021-04, then a small concentration in 2025 (one in 2025-04, two in 2025-06, one in 2025-08), suggesting a modest uptick in mid-2025. Traction leaders all show zero stars, so no member exhibits meaningful activity signal.
  3. Real-time object detection web apps18 entriesfirst seen 2025-04-26This cluster consists of web applications that perform real-time object detection using computer vision, often running directly in the browser or via camera input. The dated history shows a single entry in August 2020, then a long gap until 2025 when four more entries appeared in April, June, August, and December, indicating a sporadic, uneven release pattern with no clear acceleration. Traction is led by whatisit, the only member with any activity signal (1 star), while all other dated members have none.
  4. Group movie decision apps18 entriesfirst seen 2025-04-21This cluster focuses on helping friend groups decide what to watch through swiping, voting, and shared watchlists. Dated entries before the index start show two in spring 2025, a pause, then sporadic single entries in early 2026 with three in May 2026. Movie-Night-Matcher leads on traction with 4 stars, followed by imdb-top-250-v2 with 2 stars; Realmate has fewest activity signal.
  5. Proofreading and correction tools18 entriesfirst seen 2025-04-20These tools proofread and correct spelling, grammar, and code errors across text, web pages, and images for multiple languages. Entry dates are sporadic, with a single member appearing in six separate months spanning November 2023 to April 2026, showing no consistent pattern. The members with the strongest activity signals are site-spell-checker, Eloquent, and Nuspell, all tied at zero stars.
  6. Car wash scheduling and management18 entriesfirst seen 2025-04-19The cluster comprises web and mobile applications for booking, scheduling, and managing car wash and auto detailing services, including mobile, doorstep, and luxury-variant offerings. The dated entries show an initial entry in September 2020, followed by a concentration in early 2025 (January, April, May) and two more in April 2026. Traction leaders, all with 0 stars, are caronbar, magicmist-car-wash-detailing-mobile-app, and carwash-web-app, indicating an early-stage field with no standout performers.
  7. AI real estate market analytics18 entriesfirst seen 2025-04-15This cluster comprises AI-powered real estate platforms that deliver property valuations, market data, and search or listing tools for buyers, sellers, investors, and agents. Dated entries before the index start span April 2025 to June 2026, with a sporadic pattern of one entry per most months and a lone uptick to three entries in March 2026 — making the dated history too thin to infer a shape. The top traction signals are all zero stars, listing NestHaven-2.0 as the highest, followed by deal-pipeline-pro and taichung-sky-life-open-source, indicating no meaningful activity signal yet.
  8. Kanban task tracking boards18 entriesfirst seen 2025-04-15This cluster comprises web apps that provide kanban boards for organizing and tracking tasks across workflow or project stages. Dated entries appear in 2021 and then resume in 2025-2026, with most entries in the latter period, though the earlier 2021 entry makes the timeline sparse; the cluster's dated history shows a long gap but is too thin to read a clear shape from. The traction leaders by activity signal (all at 0 stars) are task-manager, closerform, and mini-jira.
  9. Bicycle e-commerce stores18 entriesfirst seen 2025-04-04This cluster comprises online stores and marketplaces selling bicycles, components, and accessories, with some niche offerings like e-bike gear, handcrafted pannier bags, and a B2B sizing solution. Dated entries appear sporadically from April 2025 to June 2026 with notable gaps, and over half of the members lack source dates, making the growth pattern unclear. Cursorbike, Cycle, and bikebase-main show the highest activity signals, but all are at zero stars, indicating no clear market leader yet.
  10. Inventory CRUD web apps18 entriesfirst seen 2025-03-28This cluster consists of web-based inventory and product management applications, many with authentication, role-based access, and CRUD operations. Dated entries before the index began appear sporadically from February 2025 to July 2026, with a gap between March and December 2025, but no clear trend is evident. Among listed traction leaders, LongRun-Inventory has the highest activity signal with 1 star, while others show 0 stars.
  11. URL shortening web apps18 entriesfirst seen 2025-03-17This cluster consists of web apps that convert long URLs into short, shareable links, with some variants adding QR codes, expiry countdowns, branded links, or integrations like Notion and Dropbox. The dated entries are sparse, appearing in six isolated months between January 2025 and June 2026, showing no clear pattern. Linkkk leads on traction with 3 stars, followed by meet with 1 star and CodeAlpha_url_shortner with 0 stars.
  12. Kanban project management apps18 entriesfirst seen 2025-03-17This cluster contains 34 Kanban-style project and task management tools, many with AI-assisted task breakdown, suggestions, or automation, spanning web, desktop, terminal, and self-hosted formats. Dated entries appear sporadically from mid-2021 through mid-2026, with a modest increase in monthly source counts during early 2026, though the overall pattern is scattered. Traction leaders are taskflow, Project-management-tool, and Task-tracker, with Project-management-tool having the highest star count (2) among them.
  13. AI mood tracking and wellbeing apps18 entriesfirst seen 2025-03-14This cluster comprises AI-powered mood tracking and emotional wellbeing apps that combine journaling, check-ins, and personalized insights to support mental health, with some targeting addiction recovery or trauma healing. The dated entries appear sporadically from March 2025 to June 2026, showing no clear trend. The traction leaders are Simpli Human: Mood Tracker and Mood Tracker - MoodQ (both 0 stars) and genesis-ei-ai-os (1 star), indicating very low user engagement.
  14. Stopwatch and clock utilities18 entriesfirst seen 2025-03-14This cluster comprises desktop and web applications for time management, including stopwatches, timers, alarms, world clocks, and countdowns. The dated entries appear sporadically from January 2018 to April 2026, with roughly one entry every half-year to a year and no pronounced pattern. Traction is led by flutter_tiqlo_clock with 2 stars, while the other dated and undated members show no activity signal.
  15. Markdown documentation generators18 entriesfirst seen 2025-03-01This cluster spans tools that turn project structures, code, and configuration metadata into Markdown documentation, often for sharing or regeneration. The dated entries appear sporadically from May 2020 through July 2026, with two entries each in March and July 2026, though most months see a single entry. Traction leaders are tiki-bin, linearfs-bin, and ccp_tree, each with zero stars but the highest activity signal in the group.
  16. Student budgeting and expense tracking apps18 entriesfirst seen 2025-02-28This cluster consists of budgeting and expense-tracking apps aimed at students, covering income/expense tracking, budgets, savings goals, and occasional AI insights or shared-cost splitting. The dated entries before the index start are sporadic from February 2025 to July 2026, with the most dated entries appearing in June and July 2026. On traction, SplitTrack leads with 4 stars, while Savera and StudentSpend show 0 stars.
  17. AI finance operations automation18 entriesfirst seen 2025-02-24This cluster comprises AI-driven platforms that automate financial operations such as revenue management, debt collection, invoice processing, and tax compliance. The dated entries before the index start are sparse and irregular, appearing across 2025 and 2026 with no consistent trend. Jaktra leads on traction with 2 stars, followed by cybersarah-revenue-os (1 star) and debbie-collect (0 stars).
  18. Virtual fashion try-on platforms18 entriesfirst seen 2025-02-21This cluster of 16 products centers on virtual try-on experiences for clothing, accessories, cosmetics, and nails, using AR, AI, and photo-based uploads. Only four members have dated entries before the index start (2026-08), so the dated history is too thin to read a shape from — the cluster predates the index or most members are undated. Traction leaders by activity signal are vestiraapp, TryNFit, and Rackstage, each with zero stars, indicating early-stage presence.
  19. Community server automation bots18 entriesfirst seen 2025-02-19This cluster consists of chat bots and web apps that automate community management tasks such as verification, onboarding, moderation, engagement, and order handling, primarily for Discord and Slack servers. The dated history before the index start is too thin to read a shape from - only two dated entries exist, so the cluster predates the index or its members are undated. Among traction leaders, Discord-Bot, noobplaceverify.com, and CreatorFlow each have 0 stars, indicating early-stage activity.
  20. Women's safety SOS apps18 entriesfirst seen 2025-02-15This cluster comprises mobile and web apps focused on women's personal safety, offering SOS alerts, live location sharing, emergency contact notification, and some additional features like AI chatbots, safe-route tracking, and social media monitoring. Dated entries appear irregularly across seven months from February 2025 to April 2026, with the only double entry in November 2025, showing no clear growth pattern. The traction leaders by activity signal are NIRVANA---Smart-Women-s-Safety-Network, Morseleaf, and protect_r, each with zero stars, indicating limited public engagement.
  21. Marketing funnel and lead capture apps18 entriesfirst seen 2025-02-10The cluster comprises web apps for capturing and managing sales leads and marketing/sales funnels. Dated entries appear intermittently from February 2025 to January 2026, with two entries in October 2025 and gaps in several months, showing a thin and irregular pre-index timeline. Traction leaders all carry zero stars, indicating no significant activity signal among the dated members.
  22. Spaced-repetition flashcard apps18 entriesfirst seen 2025-02-06This cluster consists of flashcard and study apps that generate review cards from imported materials (notes, PDFs, photos, etc.) and schedule reviews using spaced repetition or Leitner boxes, often with on-device storage. Entries appear sporadically from April 2021 through July 2026, with three in March 2026 and one each in several other months. AI-Study-Scheduler leads on traction with 4 stars, while Cognito and Studyflash have 0 stars.
  23. No-account local expense trackers18 entriesfirst seen 2025-02-05The apps in this cluster log income and expenses locally with no account or sign-up, applying categories, showing totals, and tracking budgets. Its dated history shows an isolated pair in 2020-06, then single entries in 2024-12, 2025-02, 2025-04, 2026-01 and 2026-04, and a trio in 2026-06. Traction among listed members is led by moji-android with 5 stars, while Tappel and wealthfolio-bin each have 0 stars.
  24. Gaming guild management apps18 entriesfirst seen 2025-01-14This cluster consists of web apps for managing gaming guilds and roleplay communities, covering rosters, events, ranks, and Discord integration. The cluster's dated history is too thin to read a shape from—only 3 dated entries exist before the index start, so it predates the index or its members are undated. Traction leaders are loot-list-plus with 1 star, followed by Swgoh-App and wow-classic-tracker with 0 stars each.
  25. Sobriety and recovery tracking apps18 entriesfirst seen 2025-01-12This cluster comprises apps that support addiction recovery through sobriety tracking, mood and craving logging, community features, and educational or coaching resources. Dated entries begin in 2013 and 2015, then reappear starting January 2025, with near-monthly additions through June 2026, indicating recent sustained activity but not a growth surge. Quitter leads on traction, followed by sober-tracker and I Am Sober.
  26. Mindful daily ritual planners18 entriesfirst seen 2025-01-11This cluster comprises web apps promoting mindfulness, daily rituals, self-reflection, and intentional living, often blending task management, journaling, meditation, and habit tracking. The dated history before the index start shows a sparse, irregular pattern, with single entries scattered across seven months from January 2025 to January 2026. Traction leaders by activity are protocolomentalista, moon-tuner, and dailyflow, all with zero stars, indicating negligible user traction.
  27. Interactive timeline creation tools18 entriesfirst seen 2025-01-10This cluster consists of web and mobile apps for creating, organizing, and visualizing chronological timelines across domains like history, projects, and personal milestones. Entry dates before the index start are sparse, with single entries in 2020-01, 2025-01, 2025-05, 2025-10, and 2026-06, showing no consistent pattern. Traction is led by itihasa and nativeamerican-timemachine with 1 star each, while timelineStory has 0 stars.
  28. Teacher lesson planning apps18 entriesfirst seen 2025-01-08This cluster consists of web applications that help educators create, organize, share, and manage lesson plans, with some focusing on video content or repeated use for ongoing instruction. The dated entries range from October 2017 to January 2026, with a single 2017 entry, one in January 2025, two in July 2025, and two in January 2026, showing a sparse but gradually increasing presence over time. The traction leaders among these apps all have zero stars, indicating minimal user activity.
  29. Online course and training platforms18 entriesfirst seen 2025-01-04This cluster consists of SaaS platforms for creating, hosting, selling, and managing online courses and educational content, spanning corporate training, academic course management, niche teacher tools, and consultant workflows. Before the index start, dated entries appeared in January 2025, then October and November 2025, and several more in 2026 with the highest monthly count of 2 in March 2026, though two members have no source date. Among traction leaders, ecommerce-saas-platform shows the highest activity signal, followed by USSA and EduForgeAI.
  30. AI grocery and meal planning apps18 entriesfirst seen 2024-11-01This cluster comprises AI-powered grocery list and meal planning applications that generate lists from meal descriptions, photos, receipts, or voice, while tracking pantry inventory, budgets, and spending. The dated entries span a single isolated entry in August 2012, followed by a series from June 2025 through June 2026, with two entries in both April and June 2026. The most starred member is AI_Based_Food_Planner with 1 star, while savr-savor-food-while-saving-money and Listaroo: AI Grocery List each have 0 stars.
  31. Game controller remapping tools18 entriesfirst seen 2024-10-31This cluster consists of desktop utilities that remap game controllers into keyboard, mouse, script, and macro commands, often with per-application profiles or scriptable interfaces. The dated history is too thin to read a shape from—only 4 pre-index entries exist, so the cluster likely predates the index or its members are undated. On traction, xbox-controller-mapper leads with 92 stars, followed by VibePad (25) and JoyHarness (5).
  32. Crypto wallet messaging apps18 entriesfirst seen 2024-06-10This cluster consists of messaging applications that combine end-to-end encryption or decentralization with built-in cryptocurrency wallet functionality, including token-gated access. Their dated entries occur sporadically from 2016 onward, with a denser pattern in 2025 and early 2026, though the total number of dated entries remains modest. Onchainsms leads traction with 1,132 stars, while Mixin and Status have no recorded stars.
  33. Terminal log viewers18 entriesfirst seen 2024-02-11This cluster comprises 15 terminal-based and desktop log viewing tools, focusing on real-time tailing, filtering, and colorized display of log files, systemd journals, and cloud logs. Dated entries span from 2005 to 2026-03, with a sparse early history and a small concentration of three entries in 2026-01. Traction leaders are streamlog, Tags, and journal-tui-bin, each with zero stars.
  34. Dark mode browser extensions18 entriesfirst seen 2023-11-13This cluster comprises browser extensions and web apps that force or toggle dark themes across websites to reduce eye strain, with some variation in approach (inversion, permanent dark mode, syncing with pywal). The dated history before the index start is too thin to read a shape from—only 3 dated entries exist, so the cluster predates the index or its members are undated. Traction leaders show no activity signal, as all top-listed members have 0 stars.
  35. private close-friend sharing apps18 entriesfirst seen 2023-10-30This cluster spans private, invite-only social and photo-sharing apps for close friends and family, including decentralized and federated variants. Dated entries are sparse, with one in 2016-02, then 2020-01, 2022-06, 2023-10, and a few in 2025–2026, but the counts are too low to read a timeline shape. Traction leaders by activity signal are BeReal: Photos & Friends Daily, family-messenger, and yope: friends-only social game, all with zero stars.
  36. Personal budgeting apps18 entriesfirst seen 2023-10-26The cluster consists of personal budgeting apps that track income and expenses, categorize transactions, set spending limits, and monitor savings goals. Dated entries appear in 2019, then a gap until late 2023, followed by recurring entries through mid-2026, with no single month exceeding two entries. The traction leaders, each with 0 stars, are Expense Tracker - GoodMoney, Budget Planner: Expense Track, and Money Flow: Daily Budget App.
  37. School management platforms18 entriesfirst seen 2023-09-13This cluster consists of web and mobile school management platforms that handle academic administration, enrollment, attendance, grading, reporting, assignments, and communication. The pre-index dated history is sparse: five isolated entries between September 2023 and June 2026 show no discernible trend. On traction, Madrasati leads the list, followed by lms-sera-app and MAKTAB_IQ, though all three have zero stars.
  38. Household utility bill trackers18 entriesfirst seen 2023-08-04This cluster consists of mobile and desktop apps for tracking household utility usage, bills, and meter readings, with features like reminders and expense analysis. The dated history shows entries from 2013 onward, with a denser cluster of entries in late 2025 and early 2026. All traction leaders (multi-tools, utility-tracker, jirama-bills) have zero stars, indicating no dominant product yet.
  39. Customizable AI companion apps18 entriesfirst seen 2023-08-02These apps let users create and customize virtual friends for emotional support, creative interaction, and simulated experiences, with features like voice chat, animations, and AI-generated images. Before the index began, dated entries were sporadic—one per scattered month from August 2023 through July 2026—showing no clear trend. Traction leaders are Kindroid, companion-evolve-buddy, and soul.app, each at 0 stars.
  40. Consumer VPN clients and services18 entriesfirst seen 2023-07-09This cluster consists of VPN client applications and services that encrypt internet traffic to protect privacy, bypass geo-restrictions, and often include features like ad blocking or no-log policies. The dated history shows a few entries in 2020-2021, a single entry in 2023, and a concentration of entries in early 2026 (March-May). Method-network-client leads on traction with 3 stars, while the other listed members have 0 stars.
  41. Desktop AI subtitle translation apps18 entriesfirst seen 2023-06-02This cluster consists of desktop applications that generate, translate, and sometimes dub subtitles for videos and audio, often using local speech recognition and AI translation models. 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 most members are undated. Among the traction leaders, wavesubs has the highest activity signal (23 stars), followed by SubGame-Lab (5 stars) and lecture-live (3 stars).
  42. Multi-provider chat consoles18 entriesfirst seen 2023-04-24This cluster comprises desktop, web, and mobile applications that aggregate multiple AI chat assistants into a single interface for switching between providers, managing sessions, conversation history, and sometimes tracking costs or accounts. The dated pre-index history shows six entries each landing in a distinct month between April 2023 and July 2026, a flat pattern with no clear directional trend. The strongest traction signal belongs to deepseek-harness-gpt-desktop with 24 stars, followed by codex-plus-plus (15) and doubao-manager (14).
  43. Decentralized encrypted messaging apps18 entriesfirst seen 2022-07-12This cluster comprises decentralized messaging applications that provide end-to-end encrypted communication without central servers, often allowing users to chat without signing up or sharing personal data. Entries appeared sporadically from February 2017 through July 2026, with two entries in both June and July 2026 being the highest monthly counts. MNDO leads traction with 3 activity stars.
  44. Minimalist to-do list apps18 entriesfirst seen 2022-03-01This cluster consists of minimalist task management and to-do list apps, all emphasizing simple, distraction-free interfaces for personal productivity. Dated entries appear sporadically from February 2021 to May 2026, with no strong trend in frequency. The traction leader is quietdo, with 3 stars, while other members have 0 stars.
  45. Anime local library desktop apps18 entriesfirst seen 2022-01-28This cluster comprises desktop applications that organize local anime files into searchable libraries with metadata, watch progress, and resume playback, often featuring poster walls and subtitle support. The dated history is too thin to read a shape from, as only two dated entries exist before the index start. Among traction leaders, kuraplay leads with 2 stars, followed by dlsite-tracker and KuroPlayer each with 1 star.
  46. Markdown documentation tooling18 entriesfirst seen 2021-06-30This cluster comprises plugins and utilities for static-site generators that process Markdown or reStructuredText to add content inclusion, link rewriting, navigation, variables, and format conversion. Entries appear sporadically from 2014-12 through 2026-03, with no consistent yearly pattern and gaps of several years. The traction leaders are python-pelican-pandoc-reader, mkdocs-include-markdown-plugin, and mkdocs-literate-nav, each with zero stars, indicating limited adoption.
  47. Augmented reality navigation apps18 entriesfirst seen 2021-06-16This cluster consists of augmented reality apps for navigation and exploration, covering city sights, footpath directions for hikers, and general wayfinding. Dated entries are sparse and sporadic, spread from 2009 through 2026 with no clear trend; the earliest is 2009-11 and the most recent pre-index entry is 2026-07. All traction leaders show 0 stars, indicating minimal to no user engagement signal among the members.
  48. Personal collection cataloging apps18 entriesfirst seen 2021-04-18This cluster comprises apps for cataloging and tracking personal collections—primarily books, but also comics, pens, and multimedia—via barcode scanning, search, and manual entry. Dated entries before the index start span from June 2009 to July 2026, with scattered single-month counts and no sustained trend, indicating a long but sparse history. Traction is led by bookapp with 1 star, while Openshelf and Bookmark trail with 0 stars.
  49. To-do list applications18 entriesfirst seen 2020-11-14This cluster consists of to-do list applications for personal task management, ranging from minimal and terminal-based tools to desktop GUIs with features like keyboard shortcuts, calendar views, and time tracking. Dated entries before the index show two early releases in late 2020, a gap until 2025, then sporadic entries through 2025 and 2026, with the most activity in April 2026. The traction leader is Todo-app-AI-chatbot with 3 stars, while daylight and nuxt-todo each have 0 stars.
  50. Graphical desktop app launchers18 entriesfirst seen 2020-11-06This cluster comprises desktop application launchers that provide graphical interfaces for starting installed programs, often tailored to specific environments such as Sway/i3, Lingmo, or FlightGear. The dated history shows sporadic entries from 2008 to 2026-07, with most appearing after 2020, though the overall shape is a long tail of occasional releases. Traction leaders are stargate-command with 58 stars, followed by ReProgman with 4 stars and matsya-launcher with 0 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.