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WHITESPACE · CLUSTER INDEX · 9,472 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 9,472 of them, 50 to a page.

  1. Terminal system monitoring tools35 entriesfirst seen 2024-12-12This cluster comprises terminal-based system monitors that display CPU, memory, disk, network, and process statistics, often with interactive or stylized text interfaces. Dated entries span from 2015 to mid-2026, with sporadic early months and a more concentrated set of entries from late 2025 through the first half of 2026. Traction leaders cmdbench, zswapstat, and ttop each show 0 stars, indicating limited community adoption so far.
  2. Desktop streaming music clients35 entriesfirst seen 2024-11-03This cluster comprises desktop applications that wrap or interface with online music streaming services, delivering native playback controls, theming, scrobbling, and sometimes downloads or radio features. Dated entries before the index start are sparse: one from 2011 and one from 2020, then a gradual increase from late 2024 through mid-2026, with the highest dated monthly count (3) in May 2026. Echo-Music leads traction with 905 stars, far ahead of 163help (16) and SoundWave-Desktop (2).
  3. AI-assisted Markdown editors35 entriesfirst seen 2023-09-22This cluster spans AI-assisted Markdown editors, document-writing assistants, format-specific tools for LaTeX/Typst, and MediaWiki automation or review workflows. The dated history shows one entry each in Dec 2018 and Jan 2019, a gap until Sep 2023, then sporadic monthly entries from Apr 2025 through Jul 2026, with the largest pre-index counts in Feb, May, and July 2026. QuillMesh leads traction with 127 stars, while Chiselo and tmd each have 1 star.
  4. Receipt scanning expense apps35 entriesfirst seen 2020-12-10This cluster consists of mobile and web apps that scan receipts via OCR or AI to automatically extract merchant, totals, and categories, then generate expense reports, track budgets, and offer insights. The dated entries before the index start span from August 2010 to July 2026, with a modest concentration in the last three months, while earlier years have only occasional entries. Among the members with activity signals, papertrail and ReceiptScannerApp each have 1 star, and Moneo has 0.
  5. RSS and Atom feed readers35 entriesfirst seen 2020-11-01This cluster spans RSS and Atom feed readers across desktop, terminal, mobile, and self-hosted platforms, with many minimal and specialized implementations. Dated entries are sparse from 2010 through 2025, then show increasing monthly counts in early 2026 (from 3 in January to 5 in April). Traction is led by rust-rss-reader (5 stars), followed by Rill (1 star) and newsraft (0 stars).
  6. Meal planning with grocery lists35 entriesfirst seen 2018-12-08This cluster consists of apps that plan weekly meals, suggest recipes from ingredients or preferences, track nutrition, and auto-generate shopping lists, often aisle-organized or connected to grocery delivery. Timeline entries appear intermittently from April 2013 through July 2026, with a slight concentration in 2023 and early 2026, but no clear overall pattern. Traction leaders measured by activity are pantry-pilot, Appetizer-, and MealTap: Smart Meal Planner, each with zero stars, indicating minimal observed engagement.
  7. Vehicle fleet management apps35 entriesfirst seen 2017-03-05The cluster comprises web-based applications for managing vehicle operations, including fuel, maintenance, expense, and route tracking for personal or business use. The cluster's dated history is too thin to read a shape from – it predates the index or its members are undated, with only three pre-index entries. Traction leaders are AutoLog, Drivvo - Car Expense Tracker, and SCPV, though all currently show zero stars.
  8. Music distribution and royalty platforms35 entriesfirst seen 2017-03-02These platforms support independent musicians with distribution, royalty management, streaming, and fan engagement, often combining multiple functions. Dated entries before the index start appear as isolated single months (2017-03, 2019-08, 2023-02, 2025-11, 2026-02, 2026-04, 2026-05), yielding no discernible trend despite seven dated entries. Traction signal leaders are Amuse Music Distribution, Music-Platform-App, and Soundsplit, each with zero activity stars.
  9. Wi-Fi and wireless spectrum analyzers35 entriesfirst seen 2016-04-17This cluster includes desktop, mobile, and terminal apps for scanning wireless networks, diagnosing connectivity, and visualizing signal strength, spectrum, and channel congestion across Wi-Fi, Bluetooth, cellular, and other RF bands. The dated history spans 2006 to 2026-07, with sporadic early entries and slightly more frequent additions in 2025-2026. Traction is led by wifi-channel-optimizer-tool (8 stars), followed by wifi-analyzer (3 stars) and signal-analyzer (1 star).
  10. Household chore and cleaning trackers35 entriesfirst seen 2016-01-04This cluster consists of mobile apps for scheduling, tracking, and reminding household chores and cleaning tasks, often with room-based organization, recurring schedules, and family sharing. Entries appear steadily from 2013 through mid-2026, with most months having one or two new products, indicating a consistent but low-volume flow of new entrants. The traction leaders are Cleaning Schedule ADHD : Klyn, Cleaning Schedule: NeatNook, and Home Tasks Tracker: HomiLog, each with 0 stars, suggesting early-stage or low-engagement products.
  11. Speed reading training apps35 entriesfirst seen 2014-01-15This cluster comprises speed reading applications that often present text one word at a time (RSVP) with adjustable pace, along with a few reading-assistance tools for dyslexia and reading comprehension practice. Dated member entries span from early 2014 through mid-2026, with sporadic early appearances, a small grouping in late 2020, and a more regular cadence from mid-2025 onward. Traction leaders are Courier (1 star), followed by rsvp-reading and freereadingtracker.com (0 stars each).
  12. Medical licensing exam prep apps35 entriesfirst seen 2010-12-15This cluster comprises mobile and online exam-preparation products for medical, nursing, pharmacy, and allied-health licensing and board exams, offering practice questions, flashcards, video lectures, and progress tracking. Dated entries before the index start are spread thinly across 2010-12 through 2026-05, with a single new product per month at most, showing a slow, steady trickle rather than any concentrated wave. Traction leaders by activity signal are Mental Health Test Prep 2026, MediVerse By MediCall, and UWorld Medical Exam Prep, each with 0 stars.
  13. Multiplayer word board games35 entriesfirst seen 2009-05-14The cluster comprises 28 word-based games varying from tile placement and typing to chaining and timed grid puzzles, with a strong emphasis on competitive or multiplayer play. Dated entries appear sporadically from May 2009 to January 2026, showing no clear acceleration before the index start. The top traction leaders by activity signal are Wordzee! - Puzzle Word Game, noitu, and Word Roll - Fun Word Game, each showing 0 stars.
  14. Multiplayer shooter games35 entriesfirst seen 2006-01-02This cluster comprises 30 multiplayer-focused shooter games spanning first-person, third-person, and top-down perspectives, with modes like deathmatch, capture the flag, and team battles. Entries appear steadily but sparsely from 2006 through mid-2026, with no consistent pattern in release timing. Traction leaders, all showing zero stars, are cod-sw, Critical Strike CS: Online FPS, and Modern Ops: Online Gun FPS.
  15. Decentralized exchange platforms35 entriesfirst seen unknownThis cluster comprises decentralized exchange platforms, wallets, and related crypto trading tools, including DEXs for token swaps, leveraged trading, and cross-chain transfers. The dated history before the index start is too thin to read a shape from, as only three dated entries exist and 27 members have no source date. Traction leaders by activity signal are Bisq, fantom-style-dex, and cat-lever, each showing 0 stars.
  16. ROI and investment calculators35 entriesfirst seen unknownThis cluster consists of web-based ROI and investment calculators that estimate financial returns, payback periods, and savings for business initiatives, software purchases, education, and personal investments. The cluster's dated history is too thin to read a shape from — only three dated entries exist before the index start, so it likely predates the index or its members are undated. Traction leaders show minimal activity (all at 0 stars), with saas-value-roi, ratiotrack, and mvp-saas-unit-economics-calcu having the highest signal.
  17. GitHub repository exploration apps34 entriesfirst seen 2026-09-26This cluster consists of web apps that help developers explore, discover, and search GitHub repositories, with some offering features like saving favorites or jumping directly to code locations. The dated entry pattern shows a sparse beginning with single entries in April 2021, November 2023, and July 2025, followed by a denser period in 2026 with two entries in March and one each in June and July, though 10 members have no source date. On traction, magpie leads with 125 stars, far ahead of OSSGallery (3 stars) and RepoDeck (1 star).
  18. Document Q&A with cited answers34 entriesfirst seen 2026-09-24A cluster of web apps that let users upload documents and ask questions, receiving answers with cited passages from the source material. The dated history before the index start is too thin to read a shape from – the cluster predates the index or its members are undated. Traction leaders are docmind (1 star), followed by hybrid-rag-document-qa and scriptgraph-rag (0 stars each).
  19. Sketch-to-UI mockup tools34 entriesfirst seen 2026-09-21This cluster consists of web apps that convert hand-drawn sketches into UI mockups, HTML, or working code for rapid prototyping. Dated entries before the index start are sparse: one in 2013, then a gap until 2020, followed by entries in 2024, 2025, and early 2026, suggesting recent interest. m3e-canvas leads traction with 8,185 stars, far ahead of excalideck (15 stars) and m3e-canvas-desktop (2 stars). Many members (14) have no source date.
  20. Multi-model AI chat interfaces34 entriesfirst seen 2026-09-21This cluster consists of applications that unify access to multiple AI language models via a single chat interface, often supporting comparison, streaming, self-hosting, or API-key-based connections. Entry counts before the index start are sparse and irregular, appearing sporadically from April 2024 through May 2026, with a minor concentration in June 2025 (2 entries) but no sustained upward trend. Traction is led by Nash (14 stars), followed by XinyunOpenBot (5 stars) and Chorus (1 star).
  21. Web clock display apps34 entriesfirst seen 2026-09-05This cluster comprises 27 web-based clock applications that display the current time in a variety of visual styles—digital, analog, flip, Roman numeral, neumorphic, and themed designs—for casual, decorative, or at-a-glance use. Dated entries appear sporadically from July 2020 to February 2026, with single entries scattered across months and no clear trend, though 19 members lack source dates. On traction, DIGITAL-CLOCK leads with 1 star, while RomanDigital and time-art have 0 stars.
  22. Mac local-first capture apps34 entriesfirst seen 2026-09-03This cluster comprises macOS apps for capturing and organizing notes, documents, and thoughts locally, with features like global shortcuts, search, and tagging. The dated history before the index start is too thin to read a shape from, as only two dated entries exist. Among the traction leaders, noterepo (37 stars) and kankan-shoucang (41 stars) lead, with GotIt at 3 stars.
  23. WhatsApp automation chatbots34 entriesfirst seen 2026-08-22This cluster consists of WhatsApp chatbots that automate customer service, messaging, and task handling. The dated history before the index shows one entry in March 2021, followed by five entries spread across 2025 and March 2026, indicating a sparse timeline. Traction is minimal, with MonarchBot- leading at 2 stars, while astrovision-bot and jm-whatsapp-bot have 0 stars.
  24. Low-end gaming PC optimizers34 entriesfirst seen 2026-08-19This cluster consists of Windows desktop utilities that boost gaming performance on low-end PCs by cleaning processes, tuning system/graphics settings, and monitoring FPS in real time. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. Traction leaders include game-booster-2026 (150 stars), gpu-taming-guide-smoothness-triage (55 stars), and marvel-performance-kit-2026 (45 stars).
  25. Tabletop RPG campaign tools34 entriesfirst seen 2026-08-17This cluster contains 26 products focused on managing tabletop role-playing game campaigns, covering character sheets, rules references, dice rolling, combat tracking, and campaign wikis across systems like D&D, Dune, and The One Ring. The dated history before the index start is thin but shows a gradual increase in entry frequency from 2015 through 2026-05, with most dated entries occurring after 2023. The top activity signals are libmork, -ShadowlordsMini, and sanctum, each holding 0 stars, indicating low traction across the cluster.
  26. macOS window arrangement utilities34 entriesfirst seen 2026-08-15These are macOS menu-bar utilities that arrange open windows into grids, snap layouts, and other partitions using keyboard shortcuts and drag-and-drop. The cluster's dated history is too thin to read a shape from, as only 0 dated entries exist before the index start, so it either predates the index or its members are undated. Among the traction leaders, snappy-snap shows the most activity with 2 stars, followed by WaffleApple and snap-it with 1 star each.
  27. 3D printing e-commerce stores34 entriesfirst seen 2026-08-14This cluster consists of online stores and e-commerce platforms for 3D printing, covering custom printed products, filament, equipment, decor, and industrial parts. The dated history before the index is too thin to read a shape from, with only three dated entries — it predates the index or its members are undated. On traction, protara-website leads with 1 star, followed by layrix.lab and opossum-3d with 0 stars each.
  28. Self-hosted blog CMS platforms34 entriesfirst seen 2026-08-13This cluster is self-hosted blogging and content management systems with admin interfaces, publishing workflows, and editorial features like categories, comments, and markdown support. Only four dated entries exist before the index start, so the dated history is too thin to read a shape from. Traction is led by my-blog-app-selfhost with 7 stars, while other named members have 1 and 0 stars.
  29. Grocery price comparison apps34 entriesfirst seen 2026-08-06This cluster consists of mobile and web apps that compare grocery prices across stores, track promotions, and help users find the cheapest options. The dated history before the index start shows sparse entries in 2017 and a concentration of entries in early 2026. Traction leaders based on activity signals are groceryappreseacrh, comparador-precios, and Grocery list - Organize, though all have zero stars.
  30. AI news aggregators34 entriesfirst seen 2026-07-04The cluster consists of web-based services that aggregate AI news from multiple sources, with automatic updates and, in one case, translation. Dating back to January 2025, the entry timeline is sparse and irregular, with no creations between December 2025 and March 2026, and the highest pre-index monthly count of 2 in July 2026. On traction, AINest leads with 5 stars, followed by ai-radar with 1 star and ai-news with 0 stars.
  31. Personal finance tracking apps34 entriesfirst seen 2026-06-23This cluster comprises 31 personal finance management applications, spanning web, mobile, self-hosted, and open-source variants, all focused on expense tracking, budgeting, and financial dashboards. Among dated entries before the index start, monthly entry counts fluctuated between 1 and 5, with the strongest month at 5 in June 2026, showing no consistent growth pattern. On traction, finance-manager leads with 1 star, while the next activities, erp-financeiro and finance_management_application, both have 0 stars.
  32. Personal movie watchlist apps34 entriesfirst seen 2026-04-14This cluster comprises web and mobile apps for building personal movie/TV watchlists, tracking watched titles, rating them, and adding notes or reviews. Dated entries appeared from March 2025 through July 2026, with monthly counts mostly one to three and no pronounced trend. Among traction leaders, playlisterr has the strongest star-based activity signal (5 stars), while MovieSphere and stub show 0 stars.
  33. AI grading and assessment tools34 entriesfirst seen 2026-04-10This cluster comprises AI-powered platforms that automate grading, feedback, and assessment for educators, handling handwritten or typed assignments, rubrics, and exam management. The dated entry history is thin and irregular, with single entries scattered through 2025 and two each in April and May 2026. Among members with traction signals, Evalify-Ai leads with 5 stars, followed by edu-intel-spark with 4 stars.
  34. Solana token and wallet tools34 entriesfirst seen 2026-02-02The cluster consists of web apps and tools focused on Solana blockchain operations, including token creation, trading, wallet management, analytics, and security. Dated entries are sparse, with one in 2020-12, one in 2024-08, one in 2025-01, one in 2025-06, one in 2025-08, one in 2026-02, and one in 2026-05, showing no consistent growth pattern. Traction leaders are solana-meme-tool (194 stars) and Trpjan-solana-trading-toolkit (193 stars), while Solana-wallet-Telegram-bot has 0 stars.
  35. Inventory management dashboards34 entriesfirst seen 2026-01-26This cluster comprises web-based dashboards for tracking and managing inventory, covering stock levels, inbound/outbound movements, low-stock alerts, and reorder suggestions across domains like warehouses, retail, and specialized materials. The dated timeline shows an irregular pattern before the index start, with at most two entries in any month from June 2025 to July 2026, and several months with no entries. kacificlogistics leads on traction with a single activity star, while TowerStore-Dashboard and tennoworth show minimal activity.
  36. Real estate listing websites34 entriesfirst seen 2025-12-19The cluster consists of real estate websites that present property listings and allow prospective buyers to browse, contact, or enquire about homes. Their dated history before the index start shows entries scattered from July 2025 to July 2026, with no clear trend beyond occasional appearances. All traction leaders (cedar-homes-144a78c0, yaha-home-haven, Nivara_Realty) have 0 stars, indicating no significant activity differentiation.
  37. AI travel itinerary planners34 entriesfirst seen 2025-11-24This cluster consists of AI-powered travel and trip planners that generate personalized itineraries, manage budgets, and support group collaboration. Entries date back to 2016 with a single product, then reappeared in 2023 and became more frequent in 2025-2026, peaking at three entries in June 2026. Traction leaders are Yuntu with 38 stars, followed by AI-planner with 4 and GlobeTrotter with 2.
  38. Client portal & agency ops platforms34 entriesfirst seen 2025-08-14This cluster consists of web-based client portals and project management platforms for freelancers, agencies, and studios, covering tasks, invoicing, file sharing, and client communication. The dated history before the index start is thin but shows entries appearing from December 2024, with only a handful in 2025 and early 2026, and a slightly higher count in May 2026. Traction leaders are admin-dashboard and portal-builder-pro (each with 1 star) and tstaff-website (0 stars), indicating very low overall activity signal.
  39. Personal budgeting and savings apps34 entriesfirst seen 2025-08-06This cluster comprises 27 web apps for personal budgeting, expense tracking, and savings goal planning, often with dashboards and analytics for individual or household finances. Entry dates before the index start run from July 2025 to May 2026 with a few entries each month, but the dated history is too thin to read a clear shape. Traction leaders by activity signal are Expense_tracker, VAULT, and budget-tracker, each with 0 stars.
  40. AI browser extension assistants34 entriesfirst seen 2025-07-09This cluster consists of browser extensions that integrate AI capabilities into web browsing, ranging from chat assistants and side answers to image filtering, search augmentation, and agent-based automation. The dated history is too thin to read a shape from — only four dated entries exist before the index start, so the cluster predates the index or its members are undated. Traction leaders are sideask and SideAsk (both 41 stars) and Halali-NSFW-Image-Filter (13 stars).
  41. Forex and currency trading dashboards34 entriesfirst seen 2025-06-30This cluster consists of web and desktop dashboards, widgets, and utilities for tracking, visualizing, and analyzing foreign exchange rates, with some extending into broader market data or automated arbitrage. Dated history before the index is thin but present: one entry in Jan 2025, four in Jun 2025, and one in Jul 2026, indicating sporadic activity rather than a clear trend. Traction is led by turkiye-pulse (1 star), while indonesia-macro-consumer-pulse-dashboard and quarshfx have zero stars, suggesting early-stage development across the cluster.
  42. Kanban task management web apps34 entriesfirst seen 2025-06-21This cluster consists of web-based kanban task management applications for teams and individuals, featuring boards, lists, cards, and real-time collaboration. Dated entries appear from June 2025 through July 2026, with a notable concentration in March 2026, though the pattern is uneven. The product 'tracker' leads on traction with 2 stars, while others have none.
  43. Online exam and assessment platforms34 entriesfirst seen 2025-06-14This cluster comprises web applications for creating, conducting, and managing online exams, quizzes, and assessments, including exam preparation and result tracking. The dated entry timeline before the index start shows scattered single entries from April 2025 through July 2026, with a slight increase in March 2026 (two entries). Traction leaders are ca-prep-pro-v2, edu-nest-now, and mocksathi, all currently showing zero stars, indicating no measurable activity yet.
  44. AI WhatsApp customer support bots34 entriesfirst seen 2025-06-14This cluster consists of AI-powered WhatsApp chatbots and conversational assistants that automate customer support, lead qualification, order capture, and FAQ answering for a variety of businesses, including bakeries, laundries, municipalities, and medical practices. The pre-index entry timeline shows a sparse but steady presence from January 2025 through July 2026, with the only multi-entry month being September 2025 (three entries) and two-entry months in May and July 2026. Traction is led by sofia-ia-whatsapp (17 stars), with sara (6 stars) as a distant second.
  45. Food ordering and delivery apps34 entriesfirst seen 2025-05-20This cluster comprises web and mobile applications for ordering food and managing delivery, spanning restaurant meals, groceries, catering, and specialty items. Dated entries before the index start appear sporadically across 2025 and 2026, with a modest grouping of three in May 2025. Traction leaders are food-ordering-app-react-native and yummy-basket-patterns, each with 1 star, followed by di-salgados with 0 stars.
  46. AI travel planning assistants34 entriesfirst seen 2025-05-07This cluster consists of AI-powered mobile travel assistants that generate itineraries, recommend destinations, and personalize trip planning. Dated entries are sparse from 2009 through mid-2025, then become more frequent in 2026, with several months showing three entries. Five members have no source date. On traction, amirahdzulhelmy leads with 1 star, while the other named members have 0 stars.
  47. AI student study planners34 entriesfirst seen 2025-05-02This cluster consists of AI-powered study planning and time management tools for students, covering schedule generation, task and exam tracking, progress monitoring, and personalized revision plans. The dated history shows an early pair of entries in May 2025 and one in June 2025, then intermittent single entries from January through April 2026, followed by two entries in June and five in July 2026, so the shape is initially sparse and later more active. Traction is led by ai-learning-planner (211 stars), followed by rubrictrail (137 stars) and NeuraTrack (1 star).
  48. Campus community platforms34 entriesfirst seen 2025-04-16This cluster consists of platforms that connect students, faculty, and sometimes alumni around campus events, groups, discussions, and academic collaboration. The dated history shows sporadic entries from March 2025 to March 2026, with no clear trend. CollageOx leads on traction with 5 stars, while together-social and Uniconect each have 1 star.
  49. Virtual queue management apps34 entriesfirst seen 2025-04-16This cluster consists of web-based queue management applications that allow users to join, track, and manage virtual queues, with features like remote token booking, wait time estimates, and live status monitoring. The dated entry history before the index start shows a sporadic pattern of one to two new members per month, with a slight increase in early 2026 (two entries in January and March). Among members with activity signals, Waitless, GATIMAAN, and QueueLess are the top three, though all have zero stars, indicating no standout traction. Six members have no source date, adding uncertainty to the timeline.
  50. Student placement tracking platforms34 entriesfirst seen 2025-04-12This cluster comprises web platforms that help students, placement offices, and schools manage campus recruitment: resume scoring, application tracking, GPA calculation, analytics, and mock tests. Entries appeared intermittently from April 2025 through April 2026, with a concentration of three products in September 2025. The traction leaders are epkl4 and CAMPUSLINK-2, each with 3 stars, while GRADEWISE_PROJECT has 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.