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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. Android-to-Windows webcam tools20 entriesfirst seen 2026-08-14This cluster contains utilities that turn an Android phone into a Windows webcam over USB or Wi-Fi, typically for video conferencing, streaming, or large-screen projection. The dated history is too thin to read a shape from—only three entries exist before the index start, so the cluster likely predates collection or its members are undated. Among traction leaders, phonecam leads with 6 stars, followed by OmniCam with 1 star and phonemonitor with 0 stars.
  2. AI character roleplay chat apps20 entriesfirst seen 2026-08-13This cluster covers AI roleplay chat applications that let users converse with multiple AI characters, manage world state/books, import character cards, and stream dialogue. Dated history is too thin to read a shape from—only 4 dated entries exist before the index start. Traction leaders are rikkahub-sillytavern-android (19 stars) and rikkahub-huadeng (17 stars), with aichat-roleplay trailing at 3 stars.
  3. AI coding account managers20 entriesfirst seen 2026-08-13This cluster consists of desktop tools for managing multiple accounts of AI coding services, including login switching, token/usage tracking, and some automation like check-ins and pooled API access. The dated history is too thin (only 2 dated entries) to read a shape from, so the cluster predates the index or its members are undated. Traction leaders are TraeWorkAssistant (83 stars), Z-Accounts (29 stars), and switchboard (2 stars).
  4. AI stock market platforms20 entriesfirst seen 2026-08-12This cluster comprises AI-powered stock analysis, screening, and investment insight platforms, with many focused on Indian equities and indices. Predating the index, dated entries are sparse: one each in 2022-08 and in 2025-05, 06, 07, and 09, then one in 2026-04 and three in 2026-06, giving a thin timeline without a clear shape. Nova-TradingAgent leads traction with 26 stars, followed by Stock with 9 and Finscope-AI with 2.
  5. Local repair service websites20 entriesfirst seen 2026-08-12This cluster comprises 21 websites for local repair businesses, spanning garage doors, home appliances, phones, doors, and HVAC, each focused on presenting services and contact options. The cluster's dated history is too thin to read a shape from—only two dated entries exist prior to the index start, indicating it predates the index or mostly consists of undated members. Traction leaders, measured by activity signal, are east-london-repairs, garage-door-site, and TrackstoneGarageDoorRepairs.site, each with 0 stars but the highest relative activity.
  6. Trading platform & terminal dashboards20 entriesfirst seen 2026-08-07This cluster spans trading platforms, terminals, and admin panels for forex, futures, and investment management, with a mix of user-facing dashboards and back-office tools. The dated history before the index start is too thin to read a shape from—only four dated entries exist, and two members have no source date at all. Traction leadership is nominal, with tesla-broker at 1 star and adhacker and alphaeee at 0 stars.
  7. QR restaurant ordering systems20 entriesfirst seen 2026-07-03These products let restaurant customers scan a QR code to view menus, place orders, and track them, with separate dashboards for owners, kitchen, and staff. Dated entries before the index start appeared in Nov 2025 (1), Feb 2026 (2), Jun 2026 (1), and Jul 2026 (3), showing an uneven monthly pattern. Among the traction leaders, eatlah leads with 142 stars, while primecafe and CafeApp have 0 stars.
  8. GPU and system monitoring dashboards20 entriesfirst seen 2026-07-02This cluster comprises 26 tools for real-time hardware monitoring, primarily GPU-centric, covering utilization, temperature, clock speeds, VRAM, power, and process stats across NVIDIA, AMD, and Intel platforms. Dated entries span from March 2019 to July 2026, with sporadic early activity (one or two per year) and a denser, irregular pattern in 2026 (March–July: 1, 3, 2, 1, 5 entries). Traction is led by spark-dash (7 stars), followed by sparktop (6 stars) and vllm-sentinel (3 stars).
  9. Sales operations management apps20 entriesfirst seen 2026-06-20This cluster comprises web apps for managing and tracking sales operations from a central dashboard or hub. The cluster's dated history is too thin to read a shape from, as there are only 4 dated entries before the index start. The traction leader is Team-StackForge-Odoo-HQ-Hack with 3 stars, followed by redshift-radar with 2 stars.
  10. Native macOS AI agent terminals20 entriesfirst seen 2026-06-10This cluster consists of native macOS terminal applications that manage multiple AI coding agents in parallel, offering per-pane status and agent-aware workflows. Entry counts in the pre-index months of April, May, and June 2026 were 1, 1, and 3 respectively, showing a modest upward trend. Traction is led by tutti with 3,667 stars, followed by herdrm (655) and tortie (49).
  11. Restaurant digital menu apps20 entriesfirst seen 2026-06-09This cluster consists of web and tablet applications that help restaurants create, present, and manage digital menus, with some including customer ordering and photography enhancement. The dated entries before the index are sporadic, with one each in February 2025, May 2025, January 2026, March 2026, April 2026, and June 2026, showing no distinct trend. Traction leaders are amal-cakes, aboammar-menu, and Digital-Menu, each with zero stars.
  12. Custom form building web apps20 entriesfirst seen 2026-05-27This cluster comprises web applications for creating, sharing, and collecting responses from custom online forms, with variations including real-time response viewing, Google Sheets sync, PDF generation, multiple export formats, and third-party routing. Only four dated entries exist before the index start (2026-08-11), too few to discern a meaningful timeline shape, so the cluster's dated history is too thin to read a shape from—it likely predates the index or many members are undated. Traction leaders by activity signal are forma (0 stars), formstheo (0 stars), and Form_Builder (2 stars), all showing minimal public engagement.
  13. Hospital management systems20 entriesfirst seen 2026-05-01This cluster comprises web-based and desktop hospital management systems that digitize core clinical and administrative workflows—patient registration, appointments, OPD/IPD, pharmacy, lab, billing, and role-based dashboards for doctors, receptionists, and admins. Dated entries appear sporadically from September 2025 through July 2026, mostly one per month with three in July 2026, so the pre-index history is thin but shows a gentle rise. The traction leader is lifecare-hospital-management with 2 stars, followed by SIMRS-CEO-Fikar with 1 star and SZ-HMS with 0 stars.
  14. Google Maps lead generation scrapers20 entriesfirst seen 2026-04-29This cluster consists of tools that scrape Google Maps business listings to generate sales, SEO, or market-research leads, often with filtering and spreadsheet export. Its dated history is too thin to read a shape from: only 4 dated entries exist before the index start, so the cluster predates the index or its members are undated. On activity signal, GMExtractions and LeadHunter lead with 2 stars each, followed by ABDUCTR with 1 star.
  15. E-commerce web apps with cart and auth20 entriesfirst seen 2026-04-04This cluster consists of e-commerce web applications focused on core shopping flows: product browsing, product detail views, shopping-cart management, and user authentication. Six dated entries before the index start appear sporadically across early 2025 and early 2026, with gaps in between, so the dated history shows intermittent activity rather than a continuous trend. Traction leaders are Zaptro, aurel, and gadget_sphere, all showing zero stars signal.
  16. personal goal progress tracking apps20 entriesfirst seen 2026-03-27This cluster comprises personal productivity apps that help individuals set goals, break them into tasks or milestones, and log progress toward completion. Dated entries before index start appeared sporadically—a single entry in 2022-09 and another in 2024-04, followed by a few scattered entries in 2025-05 (2), 2025-06 (1), 2026-01 (1), 2026-02 (1), and 2026-03 (2)—showing no consistent growth pattern. MetaFlow leads on traction with 1 star, while sololeveling and purpose-tracker-plus both have 0 stars.
  17. Bank statement PDF to Excel converters20 entriesfirst seen 2026-03-26This cluster consists of web tools that convert bank statement PDFs into structured spreadsheet formats (Excel, CSV) and sometimes accounting-ready formats (Xero, QuickBooks), with one tool also verifying running balances. The dated history is too thin to read a shape from—only two dated entries exist before the index start, so the cluster's timeline predates the index or its members are undated. On traction, the activity leaders are DAILY_COLLECTION_REPORT, settleclear, and BS_Cleaner, all currently showing zero stars, indicating no strong traction signal.
  18. AI school management platforms20 entriesfirst seen 2026-03-22This cluster consists of school management and learning platforms that combine administrative portals with AI-driven features for assessments, performance tracking, and student engagement, often incorporating gamification. The dated entry history before the index start shows a low, roughly steady monthly count of one to two entries from November 2025 through July 2026, with a slight rise in March and April and a drop in July. Traction leaders by activity signal are PeopleIT-SMS-student-management-system-, school-management-system, and MyTeacherAssist, all at zero stars.
  19. Gym workout tracking PWAs20 entriesfirst seen 2026-03-19These are progressive web apps for logging gym workouts, tracking sets, reps, and weights, and visualizing progress over time. The dated entry history before the index start is sporadic, with single entries in 2022, 2023, and 2025, and a small cluster of entries in early 2026, peaking at two per month in February and March. Traction is negligible across the board, with all leading members registering zero stars.
  20. Social media platforms with messaging20 entriesfirst seen 2026-03-19The cluster consists of social media platforms that combine user profiles, feed posts, and direct messaging between users. Entries appear sporadically from 2018 to 2026, with occasional months having higher counts (e.g., three entries in both 2025-05 and 2026-05) but no clear trend. Traction is led by Meadows-Social-Media with 23 stars, far ahead of Ginivibe-project (2 stars) and Soshal (1 star).
  21. AI personal finance dashboards20 entriesfirst seen 2026-03-19This cluster comprises AI-powered personal finance dashboards that categorize transactions, track budgets, and deliver spending insights, with one also offering cash flow forecasting and another a conversational assistant. Entry counts before the index start were 1 each in Dec 2025–Feb 2026, rose to 3 in Mar and Apr 2026, then fell to 2 in Jun 2026, showing a mild rise then dip. Traction leader is ai-personal-finance-intelligence with 18 stars, while the other two have 0.
  22. Restaurant POS and management suites20 entriesfirst seen 2026-03-14This cluster consists of restaurant management platforms that unify point-of-sale, table management, kitchen display, and inventory tracking into a single dashboard. The dated history is too thin to read a shape from—only four dated entries exist before the index start, and the cluster's activity predates the index or its members are largely undated. Traction is led by 'restaurant-management-system', 'restaurant-management-demo', and 'BMrestaurant', each with zero stars on the activity signal.
  23. AI customer support triage apps20 entriesfirst seen 2026-03-10This cluster consists of AI web applications for customer support teams that analyze incoming requests, classify intent, sentiment, urgency, and category, and generate draft replies or recommended actions. The dated history is too thin to read a shape from—only three dated entries exist before the index start, so the cluster's growth pattern cannot be assessed from pre-index data. Among the traction leaders, tz-junior-developer, susu-assessment, and TZ-Junior-Developer each show the highest activity signal, though all have 0 stars.
  24. AI chat assistants with memory20 entriesfirst seen 2026-02-26This cluster consists of conversational assistants that retrieve answers from knowledge bases, past chats, or the web, and often retain memory across sessions. Dated entries before the index start are scattered across 2025-05, 2025-11, 2026-02, and 2026-05, a thin history with no discernible trend. Traction is minimal: the leader is fab-agent-loop with 1 star, while others show 0.
  25. Gaming teammate matchmaking platforms20 entriesfirst seen 2026-02-24This cluster consists of web platforms that help gamers find teammates, groups, and communities for multiplayer sessions. The dated entry history before the index start is sparse: single entries in 2011, 2020, and 2025, followed by a small grouping of entries in early-to-mid 2026. Traction is led by tacoyaki-server, GameConnect, and league-of-atlas, all currently at 0 stars.
  26. Local home service marketplaces20 entriesfirst seen 2026-02-23The cluster consists of web-based marketplaces connecting customers with local professionals for home repair, cleaning, and maintenance services, with features like booking, quotes, and chat. Dated entries appear sporadically from August 2025 to April 2026, showing no consistent trend. All traction leaders (mall-home-utility-services-aggregator, Villoo, and FixFlow-Marketplace) currently have zero stars, indicating early-stage activity.
  27. University student offline organizers20 entriesfirst seen 2026-02-11This cluster consists of mobile apps for university students that manage timetables, schedules, assignments, and coursework, emphasizing offline-first functionality and data privacy. The dated history is too thin to read a shape from—it predates the index or its members are undated. Traction is led by CatCheck, with campus-agent and class-reminder-android trailing.
  28. Epidemic surveillance and simulation tools20 entriesfirst seen 2026-02-03This cluster comprises disease outbreak surveillance, epidemic simulation, and monitoring platforms for public health agencies and institutions. Member ideas span contact-tracing analysis, livestock disease coordination, wastewater biomarker tracking, and SEIRD-style simulation, with a focus on dashboards and predictive modeling. Dated entries appear sporadically from July 2025 through July 2026, with one entry in each of several months, yielding a thin but steady pattern. Pulsemap leads traction with 2 stars, while the rest show no activity signal.
  29. AI expense tracking apps20 entriesfirst seen 2026-01-09This cluster consists of mobile expense trackers that use AI to log transactions via voice or text, automatically categorize spending, and manage budgets and recurring bills. Dated entries first appear in June 2023, then resume in early 2025 and increase through 2026, with the highest monthly count in July 2026. The traction leaders are artha, Kumbi-AI-Expense-Tracker, and moneybook, each with 0 stars, indicating early-stage projects.
  30. Small business CRM dashboards20 entriesfirst seen 2026-01-07This cluster consists of CRM dashboards aimed at small businesses, focusing on lead tracking, pipeline management, and customer relationship management. Dated entries before the index start show a gradual increase in frequency from June 2025 to July 2026, with several recent months having two entries. The traction leaders are crm-dashboard, lnm-command-center, and TeleManager, each with one star.
  31. Subscription tracking and cancellation apps20 entriesfirst seen 2025-12-22This cluster comprises apps that detect, track, and manage recurring subscriptions, offering renewal reminders, spending insights, and cancellation guides. The dated entry timeline shows sparse entries in early 2023 and early 2025, then a steadier pattern from mid-2025 with a concentration in April 2026. Traction leaders are MonoBoost Cancel Subscriptions, SubPilot: Cancel Subscriptions, and Subcharge Subscription Tracker, all with 0-star activity signals.
  32. Social deduction multiplayer games20 entriesfirst seen 2025-12-20The cluster comprises multiplayer social deduction games where players take hidden roles, complete tasks or quests, and vote to eliminate impostors or traitors, often in themed settings like space, horror, or murder mystery. The dated history is too thin to read a shape from—only four entries predate the index, so the cluster's timeline cannot be characterized. Among the traction leaders, Mafia-Verse, Among Us!, and coupable-ou-pas each show zero stars, indicating early-stage or unrated activity.
  33. University attendance tracking apps20 entriesfirst seen 2025-12-14This cluster comprises web and mobile apps for recording student attendance, managing schedules, and generating reminders, targeted at universities and specialized training contexts like pole fitness. The cluster's dated history is too thin to read a shape from, with only three pre-index dates, indicating it predates the index or its members are undated. Traction leaders show minimal activity signals, each with zero stars.
  34. Offline developer utility suites20 entriesfirst seen 2025-12-12This cluster consists of offline desktop applications that bundle dozens of developer utilities—such as formatting, conversion, encoding, hashing, and diff tools—into a single local interface, often portable and Windows-based. The dated history before the index start is too thin to discern a trend, with only four dated entries, so the cluster's pre-index growth cannot be characterized. Among the traction leaders, sub-win-runtime leads with 2 stars, followed by toms-tools and Poly-Vault each with 1 star.
  35. Decentralized academic credential platforms20 entriesfirst seen 2025-12-03The cluster focuses on decentralized identity and verifiable credential solutions tailored to academic institutions and recruitment, covering issuance, verification, and placement workflows. Dated entries before the index start are sparse, with one entry each in June, October, and December 2025, and two in February 2026, showing a minimal increase over time. Vigyan-id leads on traction with 2 stars, while others have no activity signal.
  36. Google reviews management tools20 entriesfirst seen 2025-11-28This cluster comprises web apps and widgets that help businesses collect, display, monitor, and manage Google reviews for online reputation. The dated history is too thin to read a shape from -- it predates the index or its members are undated, with only 4 dated entries overall. On traction signals, webapp-recensioni leads with 1 star, followed by reputacao-google and review-tracker-monitoramento-reputacao at ​0 stars each.
  37. Physiotherapy clinic booking platforms20 entriesfirst seen 2025-11-26This cluster covers digital tools for physiotherapy and related wellness clinics, ranging from full practice-management platforms (scheduling, patient records, billing, analytics) to simpler booking widgets and quiz-based matching services. The cluster's dated history is too thin to read a shape from — only 4 dated entries exist before the index start, all with minimal counts. The traction leaders, all with 0 stars, are Equilibrio-clinica, practice, and physio_site.
  38. Wellness coaching and habit apps20 entriesfirst seen 2025-11-23This cluster comprises web-based wellness platforms, educational apps, and coaching services centered on healthy eating, fitness, habit-building, and preventive health guidance. The dated history before the index is sparse, with single entries appearing in September 2025, November 2025, December 2025, June 2026, and July 2026, showing no clear upward or systematic pattern; most members have no recorded source date. Among traction signals, beyondhuman-healthai leads with 2 stars, while livingoodwellness and that-girl-lifestyle-app both have 0 stars.
  39. Collaborative project-building platforms20 entriesfirst seen 2025-11-18These products are web platforms for turning ideas into projects by finding collaborators and building together. The dated entries before the index are sparse and discontinuous: eight entries appear across six months, with two in May 2025, two in December 2025, and single entries in January and November 2025 plus March and July 2026. Among members with activity signals, ISH leads with 3 stars; lumio and design-rescue-hub-7e970636 have 0 stars.
  40. ERP apps for business operations20 entriesfirst seen 2025-11-03The cluster comprises ERP (enterprise resource planning) applications aimed at helping businesses manage operations like inventory, sales, finance, and workflows, with industry-specific variants for manufacturing, automotive, construction, and land subdivision sales. The dated history before the index shows a thin, irregular distribution of entries from October 2025 to July 2026, with counts of 1 or 2 per month, offering no clear shape; the cluster's early activity is too sparse for a trend. Among known traction leaders, material-construcao leads with 1 star, while FactoryERP-app and odooplus show 0 stars each, suggesting all are very early-stage.
  41. Daily Affirmations and Motivation20 entriesfirst seen 2025-10-28This cluster is a set of 29 products that deliver daily or on-demand uplifting content: affirmations, positive prompts, motivational quotes, and coaching tips. Among dated members, the timeline is sparse and irregular: two entries appear in May 2014, one each in June 2017 and January 2022, then a run of single entries from January 2025 through March 2026 (with two in March 2026). The traction leaders, by activity signal, are Mobile-Track-2, aya, and I am - Daily Affirmations, each with 0 stars.
  42. Personal health monitoring apps20 entriesfirst seen 2025-10-24This cluster consists of 15 apps that track personal health and wellbeing metrics—such as heart rate, vital signs, diet, mood, and activity—via mobile or web dashboards. The dated entries before the index start appear sporadically from June 2025 to June 2026, with a small concentration in October and November 2025, but no clear growth pattern. The three traction leaders (SeaSarathi, xlover-3.0, VitalSyncMobile) all show zero stars, indicating very early-stage activity.
  43. Community social networking apps20 entriesfirst seen 2025-09-22This cluster covers social networking applications that enable users to connect, share updates, and engage within communities across mobile and web. Dated history is sparse and irregular, with single entries in 2023-07, 2025-02, 2025-04, 2025-05, 2025-10, two in 2025-09, and no entries in 2024, giving a thin, non-continuous timeline. Traction is flat among leaders: cercl, Threads, and vibe-plus each report zero stars, so no product leads the cluster.
  44. Student course progress trackers20 entriesfirst seen 2025-09-18This cluster of 15 products focuses on tracking learning progress across courses, including features like time logging, completion status, and analytics, aimed at students, cadets, or institutions. Dated entries from before the index start show a small peak in September 2025 (3 entries) following two in July 2025, then a gradual decline through October 2025, January 2026, March 2026, and June 2026, suggesting modest early activity that tapered off. Traction leaders—synthagma-ver-0.1, moodly, and studyrailpd1pyjsreact—all show zero stars, indicating negligible user adoption across the cluster.
  45. Docker container management dashboards20 entriesfirst seen 2025-09-10This cluster comprises seven tools for monitoring and managing Docker containers through dashboards, CLIs, and GUIs, covering local, compose-based, and cloud resources. Dated entries appear sporadically from November 2024 to June 2026, with no clear trend across those six months, so the timeline shape is too thin to read a pattern. All traction leaders (dtop-bin, kuroOS, tori-cli-bin) show zero activity signal, indicating no standout product has emerged.
  46. AI assistants with persistent memory20 entriesfirst seen 2025-08-25This cluster consists of conversational AI assistants and agents that emphasize persistent memory and context across sessions, often adding web search, tool use, and personalization. Dated entries before the index start appear sporadically from March 2025 to May 2026, with no clear growth pattern. Evaan_Personal_Intelligence_Engine leads on traction with 12 stars, followed by pactx with 4 stars.
  47. AI sales conversation simulators20 entriesfirst seen 2025-08-16This cluster consists of AI-powered sales training and coaching tools that simulate sales conversations, provide real-time or post-call feedback, and help reps practice pitches and objections. The dated history before the index start is thin and irregular, with two entries in August 2025 and single entries in November 2025, February, April, and July 2026, leaving no clear shape. SalesLift leads on traction with 2 stars, while script_generator and sparring-partner have no stars.
  48. Secure credential vaults20 entriesfirst seen 2025-08-11This cluster consists of web, mobile, and desktop applications that store and manage passwords, credentials, and other sensitive data in encrypted vaults, with some variants adding features like document protection, zero-knowledge encryption, or blockchain-based storage. The dated entry history shows a single 2020 product, then a gap until March 2025, after which entries appear in most months through March 2026, with two entries each in January and March 2026. The leading traction signal belongs to vault-chrome-extension with 2 stars, while other members have 0 stars.
  49. Digital product marketplaces20 entriesfirst seen 2025-08-06This cluster consists of online marketplaces where creators sell digital goods such as templates, design assets, game assets, blueprints, and ebooks. The dated entries before the index start are sparse: two in August 2025, one in October 2025, and one each in May and June 2026, showing sporadic activity rather than a clear trend. Among traction leaders, asset-library leads with 2 stars, while dchiripa-store and marketplace each have 0 stars.
  50. AI personal finance advisors20 entriesfirst seen 2025-07-24This cluster spans AI-powered personal finance, investment, and tax assistants that offer guidance, portfolio management, and recommendations for individuals. Dated entries are sparse and irregular, appearing in 2025-01 (2), 2025-05 (1), 2025-07 (1), 2026-02 (1), and 2026-07 (1), showing no sustained pattern before the index started. Traction is led by frontier-alpha (9 stars), followed by NVIDIA-HACK (2 stars) and jarvis-finance-platform (1 star).

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.