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WHITESPACE · CLUSTER INDEX · 9,788 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 9,788 of them, 50 to a page.

  1. Windows uninstall and cleanup utilities16 entriesfirst seen 2026-09-22This cluster consists of Windows utilities that uninstall applications and remove leftover files, registry entries, and temporary data to free disk space. The cluster's dated history is too thin to read a shape from, as only 2 dated entries exist before the index start, indicating it predates the index or has undated members. On traction, Revo-Suite leads with 16 stars, followed by DevCleaner (2) and TweekPro (1).
  2. Autonomous research agents16 entriesfirst seen 2026-09-21This cluster consists of autonomous research agents that decompose complex questions, search multiple sources, verify claims, and generate cited reports. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. Traction leaders are nemo-k-cards, nia-substack-agent, and industry-research-agent, tied at 1 star.
  3. AI text-to-image generators16 entriesfirst seen 2026-09-18The cluster comprises web and mobile apps that generate images from AI based on text prompts, aimed at casual users, creators, and hobbyists. The dated history is too thin to read a shape from, since only one pre-index entry is dated and most members lack source dates. Traction leaders Imaginer and AI Image Generator show minimal activity signals, each with 0 stars.
  4. macOS menu bar launcher utilities16 entriesfirst seen 2026-09-17This cluster comprises macOS menu bar utilities that consolidate quick-access functions such as clipboard history, app launching, calculations, file search, and bookmarking into a single keyboard-driven launcher. The dated history is too thin to read a shape from — the cluster predates the index or its members are undated. Among traction leaders, vibebar shows the highest activity signal with 45 stars, followed by OmniMac (14 stars) and copywheel (7 stars).
  5. AI code review agents16 entriesfirst seen 2026-09-17This cluster consists of AI agents that automate code review on pull requests, with capabilities to learn from accepted and rejected feedback, enforce team rules, and post security or quality findings. The cluster's dated history is too thin to read a shape from—only one entry exists before the index start, so it predates the index or its members are undated. Traction leaders based on activity signal are reviewstage, DeepPr, and code-review-agent, though all currently show minimal star counts.
  6. Shopify bundling and discount apps16 entriesfirst seen 2026-09-16This cluster comprises Shopify apps that add product bundling, mix-and-match, volume discounts, wishlists, and upsell features to storefronts. Its pre-index dated history is too thin to read a shape from—only two dated entries exist before the index start. On traction, Wishlist-inspired leads with 1 star, followed by ShopifyAppBuilder and ribbit at 0 stars.
  7. Online course selling platforms16 entriesfirst seen 2026-09-14This cluster consists of web platforms for delivering video training courses and managing learner accounts, with monetization via free, one-time, or subscription access and automated payment handling. Only three dated entries exist before the index start, so the cluster's dated history is too thin to read a shape from. Traction leaders by activity signal are spiralclass, okalab-app, and video-platform, each at 0 stars.
  8. Animated birthday greeting websites16 entriesfirst seen 2026-09-14This cluster consists of websites that deliver personalized animated birthday greetings with heartfelt messages. The dated history before the index start is too thin to read a shape from — only one dated entry exists, so the cluster predates the index or most members are undated. Traction leaders by activity signal are hbdzaini, birthday-card, and Yellow_Flowers, each with zero stars, indicating no clear standout.
  9. Apple Silicon VM/K8s apps16 entriesfirst seen 2026-09-13This cluster consists of native macOS apps that leverage Apple Silicon virtualization to run local Kubernetes clusters or lightweight Linux/Mac virtual machines with near-native performance. The cluster's dated history before the index start is too thin to read a shape from — it has zero dated entries, so it predates the index or its members are undated. Among the members with traction, omarchy-arm-utm leads with 34 stars, while IphoneEM and AndroidDeviceHub trail at 1 star each.
  10. Local AI chat apps for Apple16 entriesfirst seen 2026-09-12This cluster consists of chat applications that run AI models locally on Apple devices, supporting multimodal inputs like images, audio, and video, along with features such as history, memory, and tool actions. The cluster's dated history before the index is too thin (only 2 dated entries) to discern a shape, suggesting it predates the index or members are largely undated. Traction leaders include minirun-app (61 stars), yachiyo-claw (11 stars), and DeepSpring-AI (4 stars).
  11. AI coding quota tray monitors16 entriesfirst seen 2026-09-12These are desktop tray apps that monitor subscription quotas and token usage across AI coding platforms, forecast exhaustion, and alert users before limits reset. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. Among tracked members, usage_monitor leads on activity with 5 stars, followed by Claude-Swap-Desktop and AIQuotaMonitor.
  12. Visual UI design tools16 entriesfirst seen 2026-09-11This cluster consists of visual user interface design tools for mobile and web applications, focused on creating and prototyping screens. The dated history, spanning from 2016 to early 2026, is sparse and uneven, with the only notable concentration being three entries in March 2025. The strongest traction signal belongs to ux-evaluation-tool, though it holds just one star, with other members showing none.
  13. Customizable wake-up alarm apps16 entriesfirst seen 2026-09-11This cluster consists of alarm clock apps focused on setting, customizing, and managing wake-up alarms and daily reminders. The dated history is sparse, with single entries in 2011, 2012, and 2013, followed by a gap and then two entries in early 2025. The traction leaders are aysegozz, Can-t-Snooze, and Malarm, each with zero stars, indicating minimal activity.
  14. Apple Silicon hardware compatibility tools16 entriesfirst seen 2026-09-11This cluster consists of macOS utilities that address hardware compatibility on Apple Silicon, including printer driver fixes for major brands and remote console access for HP iLO servers. The dated entry history is too thin to read a shape from, with zero dated entries before the index start, indicating the cluster predates the index or its members are undated. Traction is led by apple-silicon-printer-drivers with 14 stars, followed by ilo3-irc with 1 star and TankControl with 0 stars.
  15. Mobile car detailing booking sites16 entriesfirst seen 2026-09-10This cluster comprises online booking sites for mobile car detailing, letting customers pick services, schedule appointments, and pay online. The dated history is too thin to read a shape from, as no dated entries exist before the index start—the cluster predates the index or its members are undated. Traction leader is aventa-car-detailing, with 0 stars, though all listed members also show 0 stars.
  16. University youth innovation challenge portals16 entriesfirst seen 2026-09-08This cluster comprises web portals for university youth innovation challenges, facilitating participant registration, document sharing, team coordination, scheduling, live sessions, mentoring, and community action. The dated history is too thin to read a shape from, as no pre-index entries exist, indicating the cluster predates tracking or members are undated. Traction leaders, all with zero stars, are sewa, solvesprint-, and Isra-Gem.
  17. Back-office admin management apps16 entriesfirst seen 2026-09-06This cluster consists of web applications designed to handle administrative and back-office operations for foundations and businesses. The dated history is too thin to read a shape from, with only one dated entry before the index start, so the cluster predates the index or its members are undated. Traction leaders, based on activity signal, are business-frontend, enterprise-management-app, and Smart-Office-Bappeda, though all currently have zero stars.
  18. PDF question answering apps16 entriesfirst seen 2026-09-05This cluster comprises web apps that answer questions from uploaded PDF documents by retrieving relevant passages and, in some cases, generating context-aware responses. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. Traction leaders are encuesta-salud (16 stars) and studymate (9 stars).
  19. UI style generators16 entriesfirst seen 2026-09-04This cluster consists of web tools that generate customized CSS styles and decorative design elements, such as box shadows, buttons, themes, and patterns. The dated history prior to the index start is too thin to read a shape from, as no dated entries exist for those months. Traction leaders include shads.app, Book Pattern Generator, and a shadcn-ui theme generator, though all show minimal activity signal.
  20. Personal to-do list web apps16 entriesfirst seen 2026-09-04This cluster consists of web and desktop applications for creating, organizing, and completing personal to-do lists and tasks. The dated history is too thin to read a shape from—only four dated entries exist before the index start, predating the index or undated. Traction leaders by activity signal are django-todo-project, todo-list, and To-Do-List-Web-App, each with 0 stars, indicating minimal observed engagement.
  21. Everyday arithmetic web calculators16 entriesfirst seen 2026-09-04The cluster consists of 17 web-based calculator applications focused on everyday arithmetic, with some offering additional features like running totals, customizable themes, and unit conversions. The dated history before the index start shows six sporadic entries across ten months, with no clear growth pattern. Traction leaders are all at zero stars, including two products named Calculator and one named Versatile_calculator, indicating minimal observable traction.
  22. macOS Finder cut-paste utilities16 entriesfirst seen 2026-09-03This cluster covers macOS utilities that add Windows-style cut-and-paste for files in Finder, typically through menu-bar interfaces and keyboard shortcuts. The dated history is too thin to read a shape from, as only 0 dated entries exist before the index start, indicating the cluster predates the index or its members are undated. Traction is led by Kumquat with 6 stars, followed by Phaeton and SmartSelect with 2 stars each.
  23. Influencer marketing analytics tools16 entriesfirst seen 2026-09-03This cluster of 15 products focuses on influencer marketing: tracking profiles, engagement, campaigns, and ROI for brands and marketers, with some tools offering CRM, outreach, and ranking features. The 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 largely undated. Traction leaders, by activity signal, are Marketing-Oporation, kol-project-kang88, and LinkedGpt, all with 0 stars.
  24. Pixel-perfect web screenshot tools16 entriesfirst seen 2026-09-02This cluster consists of web apps that capture pixel-perfect screenshots of web pages for visual verification, design review, and documentation. The dated history is too thin to read a shape from, as only one dated entry exists before the index start, so the cluster's timeline predates the index or its members are undated. The traction leaders by activity signal are snapformz with 1 star, and exact-screenshot-view-18 and exact-screenshot with 0 stars.
  25. Local-first job-search workspaces16 entriesfirst seen 2026-09-02This cluster comprises local-first job-search workspaces that help users research opportunities, match postings to their profile, draft tailored resumes and outreach messages, and track applications. The dated history is too thin to read a shape from—it predates the index or its members are undated. Traction leaders are offer-harvester (123 stars), career-agent-public (3 stars), and creator-outreach-desk (1 star).
  26. AI career placement assistants16 entriesfirst seen 2026-09-02This cluster consists of AI assistants that support job seekers and recruiters across placements, internships, and staffing workflows. The cluster's dated history is too thin to read a shape from, as only one dated entry exists before the index start, indicating the cluster predates the index or most members are undated. Among the few members with traction signals, lay-off-ai-assistant leads with three stars, followed by apto-mcp with two stars, while ai-placement-copilot shows no traction signal.
  27. Autonomous AI penetration testers16 entriesfirst seen 2026-09-02This cluster comprises AI agents that autonomously perform penetration testing, including reconnaissance, exploitation, and reporting of vulnerabilities with proof-of-concept evidence. The dated history before the index start is too thin to read a shape from, as only one dated entry exists; it likely predates the index or its members are undated. Among traction leaders, DeepAudit leads with 6855 stars, followed by ARTIFEX with 4 stars and RedBee with 2 stars.
  28. macOS menu bar world clocks16 entriesfirst seen 2026-09-02This cluster consists of macOS menu bar utilities focused on displaying multiple time zones and world clocks, with features like weather, awake hours, and time-scrubbing for meeting coordination. The cluster's dated history is too thin to read a shape from—it predates the index or its members are undated, as only zero dated entries exist before the index start. Traction is led by 'imawa' with 1 star, followed by 'timezones-mac' and '1970' each with 0 stars.
  29. Agency landing pages16 entriesfirst seen 2026-09-01This cluster consists of static landing pages for agencies promoting marketing, web creation, branding, and related consulting services. The dated history is too thin to read a shape from, with only one pre-index entry, so the cluster predates the index or its members are undated. Traction leader is mega-agency with one activity star, followed by terra-regia-landing-pages and buzzworthy-builders with zero stars each.
  30. Anime streaming websites16 entriesfirst seen 2026-09-01This cluster consists of anime streaming platforms that allow searching and watching subbed or dubbed episodes, with features like watchlists, episode progress tracking, and user accounts for tracking viewing history. The cluster's dated history is too thin to read a shape from, as only 0 dated entries exist before the index start; it predates the index or its members are undated. Traction leaders by activity signal are Anivoflix--Officials, Kuro, and hikari, each with 0 stars.
  31. Location-based weather forecast apps16 entriesfirst seen 2026-08-31This cluster consists of weather applications that display current conditions and forecasts for user-specified locations. The dated history before the index start is too thin to discern an entry shape, as only one dated entry exists. Traction leaders among the listed members are flutter_red_weather_forecast, Clima-VUE, and weather-view, each with zero stars.
  32. Grocery e-commerce platforms16 entriesfirst seen 2026-08-27This cluster consists of 13 products centered on online grocery shopping, covering browsing, cart management, checkout, and in some cases authentication, payment gateways, and purchase-history analytics. The dated history before the index start is too thin to read a shape from, with only 4 dated entries and no clear trend. On traction, mercado-viva leads with 1 star, while indiyano and Super-Mart trail at 0 stars.
  33. Gamified fitness RPG apps16 entriesfirst seen 2026-08-24This cluster consists of apps that gamify fitness by turning real-world activities into role-playing progression, including levels, stats, and quests. With only 3 dated entries before the index start, the cluster's dated history is too thin to discern a shape, suggesting it either predates the index or lacks many source dates. On traction, grrind-app leads with 1 star, while life-reg-new and ironquest-fitness-rpg each have 0 stars.
  34. Cloud code editor platforms16 entriesfirst seen 2026-08-21This cluster consists of cloud-based code editors that let developers write, run, and share code snippets in multiple programming languages. The dated history is sparse: two entries appeared in 2020-04, followed by single entries in 2025-10, 2026-01, and 2026-05, showing an early start then a long gap with renewed single entries. Traction leaders, zedg, Codemon, and CODE_CAT_IDE, each show 0 stars, indicating no clear activity advantage among them.
  35. Local-first AI knowledge bases16 entriesfirst seen 2026-08-21This cluster consists of local-first knowledge bases that store notes, links, files, and decisions and expose them to AI assistants via local interfaces. The dated history before August 2026 is too thin to read a shape from—fewer than five dated entries exist—so the cluster's early timeline cannot be characterized. Traction leaders based on activity signal are deepddw (9 stars), sudonotes (5 stars), and local-knowledge-base (4 stars).
  36. Face detection and tagging tools16 entriesfirst seen 2026-08-20This cluster comprises web and desktop applications that detect faces in photos or videos, with some offering tagging, clustering, or counting. Dated entries appeared in July 2025, September, October, two in December 2025, and then April and May 2026, showing a thin and irregular pattern. Videre leads traction with 2 stars; py_img and photoface have zero stars.
  37. Self-hosted link shorteners16 entriesfirst seen 2026-08-19The cluster consists of self-hosted URL shorteners that generate short links and track click analytics, with interfaces via web and API. The dated history is sparse before 2026, with a single entry in December 2020, then one in March 2025, one in January 2026, and a concentration in mid-2026 (two in June, one in July). linkforge leads traction with 9 stars, while Slite has 2 stars and alp-link has 0 stars.
  38. Automated trading signal dashboards16 entriesfirst seen 2026-08-18This cluster consists of trading dashboards that display signals and analytics from automated trading bots for stocks or synthetic indices, with some offering alerts via Telegram and mobile. The dated history before the index start is too thin to read a shape from, with only two dated entries and some members lacking source dates. Among members with activity signals, warrenduffer leads with 93 stars, followed by market-summary with 1 star and dodu-bot with 0 stars.
  39. Multi-model AI comparison apps16 entriesfirst seen 2026-08-18This cluster consists of web applications that route a single user prompt to multiple AI models simultaneously and present responses side by side, sometimes with voting or streaming. The dated history is too thin to discern a trend, as only two pre-index entries exist, so the cluster predates the index or its members are undated. The top repositories by activity signal are openarena, multi-model-chat-ai, and ai-roundtable-dashboard, though all currently have zero stars.
  40. Bill splitting and tip calculators16 entriesfirst seen 2026-08-18This cluster consists of apps and web tools for splitting restaurant bills and calculating tips, ranging from simple calculators to item-level assignment and receipt scanning. The dated history is sparse: an isolated 2011 entry, a 2023 entry, and then several entries from mid-2025 to mid-2026. Traction leaders are split-bill, dinesplit, and tip_app, each with 0 stars.
  41. Music discovery and streaming apps16 entriesfirst seen 2026-08-17This cluster consists of web and mobile apps for discovering, browsing, and playing music tracks, with variations such as a retro interface, Kenyan tracks, or openly licensed Turkish songs. The cluster's dated history is too thin to read a shape from—only one dated entry exists before the index start, and three members have no source date—so it predates the index or its members are undated. Traction is led by ZEXXY_MUSIX_REPO with 15 stars, while the other members have no activity signal.
  42. Enterprise asset management platforms16 entriesfirst seen 2026-08-16This cluster comprises enterprise asset management platforms that track equipment lifecycle, maintenance, work orders, spare parts, and utilization analytics. The dated history is too thin to read a shape from—only one dated entry exists before the index start—so the entry timeline is not discernible. On traction, archviz-asset-hub leads with 17 stars, followed by event-management (3 stars) and EAMO (0 stars).
  43. Team support ticketing apps16 entriesfirst seen 2026-08-15This cluster consists of web apps for teams to create, track, and manage support tickets and internal tasks, including features like roles, priorities, comments, and live updates. The cluster's dated history is too thin to read a shape from, as no dated entries exist before the index start. Traction leaders include chamadoflow-portfolio, frontdesk, and Ticket-Systeme, each with 0 stars, representing the highest activity signal in the cluster.
  44. Local AI music generation studios16 entriesfirst seen 2026-08-14This cluster consists of self-hosted AI applications that generate and edit music, and often other media, using local GPU hardware. The dated history before the index start is too thin to read a shape from, as only zero dated entries exist, meaning the cluster predates the index or its members are undated. Traction is led by remiqora with 102 stars, followed by infinite-tapedeck at 47 and open_suno at 24.
  45. AI API spend trackers16 entriesfirst seen 2026-08-14This cluster consists of tools that track AI API spending, budgets, and usage across multiple providers, offering dashboards, alerts, and local data storage. The dated history before the index start shows an isolated entry in Sep 2025, a gap, then entries from Apr 2026 with a slight increase to two in Jul 2026, indicating a gradual emergence. Traction is led by tokendashboard-frontend with 8 stars, while aegis-ai and Token-Wallet each have 1 star.
  46. Bed-and-breakfast booking websites16 entriesfirst seen 2026-08-14These are websites for bed-and-breakfast accommodations that present rooms, services, availability, and booking information. The cluster's dated history is too thin to read a shape from; it predates the index or its members are undated. The traction leaders are vojtechov-stay-charm, larchwald, and risvegliarsi, each with zero stars.
  47. Personalized fitness and meal planning apps16 entriesfirst seen 2026-08-14This cluster consists of web apps that generate personalized workout and nutrition plans based on user goals, profile, and preferences, with iterative refinement from feedback and progress tracking. The dated history is too thin to read a shape from—only two dated entries exist before the index start, so the cluster predates the index or its members are undated. Traction leaders are GymFrek, pulse-desk, and Fit-Buddy, each with 0 stars.
  48. CNC and laser cutting software16 entriesfirst seen 2026-08-13This cluster comprises desktop and web applications that support CNC and laser cutting workflows, including G-code generation, toolpath simulation, nesting, and 3D model slicing. The cluster's dated history is too thin to read a shape from, as only two dated entries exist before the index start, so it either predates the index or its members are largely undated. Among traction leaders, CNC-G-Coder leads with 8 stars, while Rayforge and dxf-canvas have 0 stars.
  49. AI agent harness desktop shells16 entriesfirst seen 2026-08-13This cluster consists of desktop shells and wrappers that package AI agent harness web interfaces into native applications, providing tray controls, notifications, and window management. The dated history is too thin to read a shape from—the cluster predates the index or its members are undated. Traction is led by deepseek-harness-desktop, which shows the highest activity signal.
  50. Team project management web apps16 entriesfirst seen 2026-08-13This cluster is web-based project-management software for organizing workspaces, projects, tasks, deadlines, and team members, with role-based access plus analytics or collaboration features. Before the index start there are only three dated entries, so the cluster’s dated history is too thin to read a shape from — it predates the index or many members are undated. On traction, gr8r-studio leads with 571 stars, while Taskora (2 stars) and dam.axxes.club (0 stars) trail far behind.

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.