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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. CSV upload dashboard generators15 entriesfirst seen 2026-09-08These web apps turn uploaded CSV or Excel files into interactive dashboards, KPIs, and trend analyses, often with automated profiling and recommendation features. The dated history is too thin to read a shape from—with only two dated entries before the index start, the cluster predates the index or its members are undated. On traction, AI-Ops-Report-Analyst leads with 1 star, while excel-to-kpi and relat-rios-mensais have 0 stars.
  2. Generative dot pattern art apps15 entriesfirst seen 2026-09-08This cluster consists of web apps that generate or animate dot-based and flow-like visual art, including interactive striped patterns, dot-to-dot line art sequences, and animated dot patterns. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. Traction is led by riso-windowseat with 208 stars, while r_g_b and SandKit each have 1 star.
  3. Friendly greeting chatbots15 entriesfirst seen 2026-09-06This cluster comprises text-based chatbots focused on friendly greetings and conversational engagement. The dated entries appear sporadically from January 2025 to June 2026, with gaps of several months, showing no clear trend. The top traction signals come from friendly-chat-bot, paulomoraes, and first-project-now, each with 0 stars, indicating minimal activity.
  4. Local weather alert apps15 entriesfirst seen 2026-09-06This cluster consists of web and mobile applications that deliver location-based weather alerts, emergency notifications, and sometimes personalized greetings or shelter guidance. The cluster's dated history is too thin to read a shape from, with only three entries predating the index start, so it likely predates the index or many members are undated. Traction leaders all show zero stars, with Rohith-s-Weather-Watch listed highest, followed by GreetingAstral and seoul-safety-navigator.
  5. Codex multi-account managers15 entriesfirst seen 2026-09-05This cluster consists of desktop apps that manage multiple Codex accounts, allowing users to switch between accounts and view usage quotas, reset times, and expiring credits. The cluster's dated history is too thin to read a shape from – it predates the index or its members are undated. GSwitch and codex-switcher lead on traction with 1 star each, while codex-switchboard trails with 0 stars.
  6. Electrical services company websites15 entriesfirst seen 2026-09-05This cluster consists of company websites for electrical services and installation firms, each presenting service offerings and customer contact details. The cluster's dated history is too thin to read a shape from, with only one dated entry before the index start. Among traction leaders, RRElectrical, GranshultsEl, and Site-TecnoEletro---NR10-e-NR12 each have zero stars, so no single product stands out on activity.
  7. Text summarization and chunking tools15 entriesfirst seen 2026-09-05This cluster consists of text processing tools that either split long texts into chunks or generate concise summaries, often with multilingual and multi-format output. The dated history before the index start is too thin to read a shape from, as only one dated entry exists. Traction leadership is minimal, with all tracked tools at zero stars, and Text_summarizer_ai_model listed as the highest activity signal.
  8. Student mental health score predictors15 entriesfirst seen 2026-09-04This cluster consists of web apps that predict a student's or user's mental health score from lifestyle, academic, social, sleep, stress, and digital-usage inputs, typically presenting the result as a numeric score or risk assessment. The dated history is too thin to read a shape from, as only one dated entry exists before the index start, so the cluster predates the index or its members are undated. Among traction leaders, mental_health_metrics leads with 3 stars, while Mental-Health-Score and Mansic_Santulan_Score have 0 stars.
  9. Apple Silicon game recompilations15 entriesfirst seen 2026-09-04This cluster consists of native macOS ports of classic games (N64, Call of Duty 2, Call of Duty 4) that require user-provided ROMs or game data and run on Apple Silicon via Metal. The cluster's dated history is too thin to read a shape from; it predates the index or its members are undated. Among its members, cod4-macos leads with 2 stars, while cod2-silicon and KnifeEdgeRecomp have 0 stars.
  10. Flight fare monitoring apps15 entriesfirst seen 2026-09-03This cluster comprises consumer web apps that monitor flight fares from public sources, compute price indices or comparisons, and alert users to price drops. The dated history before the index start is too thin to read a shape from—only one dated entry exists. Traction among members is led by JetIndex, followed by apix-airfare-index and Sih2k26 with lower activity signals.
  11. Email security and validation tools15 entriesfirst seen 2026-09-02This cluster comprises web apps and APIs that audit email security, validate addresses, check breach exposure, and score deliverability. The dated history is too thin to read a shape from—only 0 dated entries exist before the index start, and 5 members have no source date. Traction leaders by activity signal are toolbox, exposurewatch, and breach-beacon, each with 0 stars.
  12. E-commerce platforms15 entriesfirst seen 2026-09-02This cluster consists of e-commerce platforms that allow shoppers to browse products, add items to a cart, pay, and place orders. The cluster's dated history is too thin to read a shape from, as it has only 0 dated entries before the index start. Traction leaders include mousuo with 3 stars, followed by aws_ecommerce with 1 star.
  13. Packaged food nutrition search apps15 entriesfirst seen 2026-09-02This cluster consists of web apps that let users search packaged food products and access nutrition details, typically gated behind a paid subscription. Only one dated entry exists before the index start, too few to discern a timeline shape; the cluster's dated history is too thin to read a shape from, as it either predates the index or most members are undated. Traction leaders, based on activity signal, are Packaged-Food-Products-Finder, food-product-search, and foodfinder-app, each showing zero stars.
  14. Geography quiz and map games15 entriesfirst seen 2026-09-02This cluster consists of geography-focused quiz and puzzle games that ask players to identify countries, capitals, flags, landmarks, or locations via maps, globes, and guessing mechanics. The cluster's dated history is too thin to read a shape from—only four dated entries exist before the index start, and seven members have no source date. Among traction leaders, React-GeoZora, Geogame, and mapdash all show zero stars, indicating early-stage activity signal.
  15. Instagram content generation tools15 entriesfirst seen 2026-09-02This cluster comprises 11 web and mobile apps focused on generating Instagram-specific content, including captions, post graphics, reels, and scheduled automation. The cluster's dated history before the index start is too thin to read a shape from, with only one dated entry and most members undated. Traction is led by idk-what, instagram-autoposter, and instagram_caption_generator, all showing zero stars in activity signal.
  16. AI resume tailoring agents15 entriesfirst seen 2026-09-02This cluster comprises autonomous agents that find job openings, tailor resumes to specific postings, and prepare or submit applications while keeping humans in control of submissions. The cluster's dated history before the index is too thin to read a shape -- it has only one dated entry -- so no growth pattern can be discerned from that period. Traction leadership, by star count, is led by resume-autofill-agent (53 stars), with SergeAgent(3)and karya(1 trailing.
  17. Workshop registration platforms15 entriesfirst seen 2026-09-01This cluster consists of web platforms for registering, paying, and managing workshops and events, with authentication, payment processing, and role-based dashboards for organizers. The dated history is too thin to read a shape from — only 3 dated entries exist before the index start, so the cluster predates the index or its members are undated. Traction leaders are WorkshopSimulator, Alexa-Developers-Recruitment-Task, and Event-Platform, each with 0 stars.
  18. Online toy storefronts15 entriesfirst seen 2026-09-01This cluster consists of online storefronts selling toys and related merchandise (toys, plush, LEGO, bear-themed goods, pickleball gear, wooden toys), each supporting browsing and purchasing with varying features like carts, payment, admin panels, and mobile apps. The dated history before the index start is sparse but visible: one entry in 2020-04, then a gap until 2025-08, followed by entries in 2026-02, 2026-06 (two), and 2026-07. Traction leaders by activity signal are Children_Toys, magical-toy-store1, and Hollow-Speed-Shop, all with 0 stars.
  19. macOS menu bar clutter managers15 entriesfirst seen 2026-09-01This cluster comprises macOS menu bar utilities that hide or minimize app icons to reduce clutter. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. The leading traction is justhide with 8 stars, followed by NotchQuota and BigMenu.
  20. Chat-based team automation bots15 entriesfirst seen 2026-09-01This cluster comprises chat-integrated bots, mostly for Slack with one Discord, that automate team workflows like polling, quizzes, reminders, announcements, standups, and knowledge summarization. Five dated entries from June 2025 to July 2026 show a sparse, irregular cadence with no clear trend. Among traction leaders, skiml_bot shows the most activity with 3 stars, while the other dated leaders have zero stars.
  21. AI financial chatbots15 entriesfirst seen 2026-09-01This cluster comprises chat-based financial tools that use AI to answer queries and provide insights about stocks, crypto, mortgages, mutual funds, and broader finance. Dated entries appear sporadically from April 2025 through July 2026, with one entry in each of five months, showing an irregular early pattern. Traction leaders are airton, Patel-s-Bot, and mutual-fund-faq-assistant, each with 0 stars, indicating minimal user activity.
  22. AI agent security monitors15 entriesfirst seen 2026-08-31The cluster consists of desktop applications that act as local security brokers for AI agents, monitoring agent sessions, enforcing policies, and alerting on risky actions. The dated history before the index is too thin to read a shape from, with zero dated entries. Traction leaders based on activity signal are flowlight (3 stars), topgent (4 stars), and Ordinaryunus (3 stars).
  23. Criminal network investigation tools15 entriesfirst seen 2026-08-31This cluster comprises web and local-first applications for law enforcement and investigators, focusing on extracting entities from intelligence documents, mapping criminal networks, visualizing relationships, and generating reports. The cluster's dated history is too thin to read a shape from—it predates the index or its members are undated, with only 0 dated entries before the index start. Traction leaders, all with 0 stars, are AI-Powered-Criminal-Network-Analysis-System, OSINT-Graph, and trace-investigation-workbench.
  24. Local bicycle service websites15 entriesfirst seen 2026-08-30This cluster consists of websites for small bicycle and motorcycle businesses—refurbished dealers, rental services, repair workshops, shops, and tour operators—all focused on local sales, service, and rentals. Only one dated entry exists before the index start, so the cluster's dated history is too thin to read a shape from; it predates the index or members are undated. Traction is led by Bikes-studio-vizag, l-etabli, and armazem-moto-site, each currently showing 0 stars in activity signal.
  25. Prepaid top-up and airtime apps15 entriesfirst seen 2026-08-30This cluster consists of apps for purchasing prepaid mobile credit, data, airtime, and related prepaid services such as smart-meter tokens and virtual cards. The dated entry count before the index start is only four, so the timeline shape is unreadable; most members are undated. Traction leaders by activity are callglobe, dRechargeNew2, and IziTopUp2.0, all with zero stars.
  26. Discord slash command bots15 entriesfirst seen 2026-08-30This cluster consists of Discord bots that rely on slash commands to perform a range of functions, from server management, role control, and announcement posting to spam flooding and anime GIF replies. The cluster's dated history is too thin to read a shape from, as fewer than five members have source dates before the index's start. Traction leaders, based on activity signal, are wealth-by-lord-bot, paldefender-discord-bot, and Marinbot, each with 0 stars.
  27. Land record digitization platforms15 entriesfirst seen 2026-08-30This cluster consists of platforms that digitize land and property records, validate cadastral data, and support government governance using technologies like GIS, AI, and blockchain. The dated history before the index start is too thin to read a shape from, as only one dated entry exists, with other members undated. The traction leaders by activity signal are TechVanta, Adhikar, and Intelligent-Land-Record-Digitization-and-Validation-System, all with 0 stars.
  28. Open web resource directories15 entriesfirst seen 2026-08-30This cluster consists of web directories that index and organize free or open online resources, offering searchable tables and detailed pages for discovery. The dated history is too thin to read a shape from, as only two entries predate the index and many members are undated. Traction leaders by activity signal are saasrow-web with 2 stars, followed by AWS-Services and fmhy-vibe-coded-clone with 0 stars each.
  29. AI manga creation tools15 entriesfirst seen 2026-08-28This cluster consists of web-based tools for creating manga and comic content, often using AI for character and panel generation, with some offering animation, templates, or educational use. The cluster's dated history is too thin to read a shape from, as only three dated entries exist before the index start and four members have no source date. On traction, all leading members show negligible activity, with the top three (manga-maker-hub, manga-creation-station, web-craft) each having zero stars.
  30. Language exam prep apps15 entriesfirst seen 2026-08-25This cluster consists of web apps for language learning, heavily focused on Japanese proficiency tests (JLPT) and Korean, with a few covering French exams. The dated history is too thin to read a shape from, as only 3 dated entries predate the index start. Traction is led by 'learning-korean' and 'jlpt-learning-app' with 1 star each, while 'nihon-made' has 0 stars.
  31. Tactical game overlay tools15 entriesfirst seen 2026-08-24The cluster consists of in-game overlay and companion tools for tactical shooters and combat simulators, providing maps, radar, vehicle info, and player intel. Only two entries have source dates prior to the index start, so the dated history is too thin to read a shape from. Traction is led by three WARDOGS overlay tools, each with 55 stars.
  32. Healthcare management platforms15 entriesfirst seen 2026-08-24This cluster consists of healthcare management platforms that connect patients, doctors, and administrators for appointment scheduling, records, billing, and communication. Dated entries appear in July 2025, November 2025, and April through June 2026, showing intermittent creation activity rather than a continuous trend. tokensystem leads on traction with 3 stars, while AuraHealthAI and healthbridge-main have none.
  33. Electronics e-commerce web apps15 entriesfirst seen 2026-08-24This cluster consists of web-based e-commerce applications for electronics, all featuring product browsing, cart management, and checkout, with most adding product recommendations or a wishlist. The dated history before the index start is too thin to read a shape from, with only 2 dated entries. The traction leader is techubster-v1 with 2 stars, followed by market_django and TechXpress each with 1 star.
  34. Real-time game server dashboards15 entriesfirst seen 2026-08-23This cluster comprises web dashboards and platforms focused on displaying live game server status, player counts, leaderboards, and related stats, with niches for FiveM, Counter-Strike 1.6, and Steam. The dated history is too thin to read a shape from, as no entries were recorded before the index start; the cluster may predate the index or have undated members. On traction, steam-live-charts leads with 17 stars, ahead of super-lan-cache with 7 stars.
  35. Bengali news platforms15 entriesfirst seen 2026-08-23This cluster consists of Bengali-language news platforms and web applications that publish news articles, feature category pages, and support user accounts. The dated history is too thin to read a shape from—only one dated entry exists before the index start, so the cluster predates the index or its members are undated. Among traction leaders, sabarkotha shows the highest activity signal with 1 star, while lokswami-platform and bangla-news24 both have 0 stars.
  36. Terminal development workspaces15 entriesfirst seen 2026-08-22This cluster comprises terminal-based workspace tools that organize development tasks and workflows, with some offering AI-assisted multi-tab features and external tool integration. Monthly entry counts from January to July 2026 varied between one and three, with the highest count occurring in June at three. Among dated members, voktty leads on traction with 26 stars, while others show no stars.
  37. ChatGPT desktop assistants15 entriesfirst seen 2026-08-22These are desktop applications that bring ChatGPT into native macOS or Windows environments, covering chat interfaces, local file management via Model Context Protocol, and terminal command execution. The cluster's dated history is too thin to read a shape from; only three pre-index entries exist. Traction is led by chat-on-steroids (672 stars), followed by meetron (113) and ChatGPT-Terminal-Relay (8).
  38. 3D printing companion tools15 entriesfirst seen 2026-08-21This cluster spans desktop and web tools for 3D printing workflows, including printer monitoring, filament inventory, model repair, and CAD conversion. Only one dated entry exists before the index start, so 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 Meshwright (33 stars), Spooly (14 stars), and Spooly-by-Extrusion-Therapy (14 stars).
  39. AI website builders from chat15 entriesfirst seen 2026-08-20This cluster consists of AI-powered tools that build websites and applications from conversational prompts, often with automated code generation. Before the index start, dated entries appeared sporadically across 2025-07 through 2026-06, with no clear trend. The traction leader is the product named 'builder' with 62 stars, followed by 'lovable-clone' at 21 and 'bidcraft' at 20.
  40. creative studio portfolio websites15 entriesfirst seen 2026-08-19This cluster consists of websites for creative and design studios that present their services, portfolio, and sometimes team, with the goal of attracting potential clients. The cluster's dated history is too thin to read a shape from -- it predates the index or its members are undated. On traction, the leaders are HIBRID360, iraqstudio, and fresh-phantom-site, each showing 0 stars.
  41. AI project management workspaces15 entriesfirst seen 2026-08-18This cluster combines project management with AI-agent interactions in a unified workspace. The dated history is too thin to read a shape from, as no entries predate the index start. On traction, wasl leads with 2 stars, followed by Prime-Orbit with 1 star and godeye-os with 0 stars.
  42. Rental property cash flow calculators15 entriesfirst seen 2026-08-18This cluster comprises web tools that calculate and review rental property cash flow, estimate expected rental income and returns from user-entered financial details, and simulate mortgage loans with projected guaranteed rental returns for real estate developments. The cluster's dated history is too thin to read a shape from: only one entry predates the index start, and the index's subsequent coverage is not evidence of growth. Traction leaders by activity signal are RentIQ, kalk_V3, and Net Effective Rent Calculator, each currently at 0 stars.
  43. AI agent desktop workbenches15 entriesfirst seen 2026-08-17This cluster consists of desktop workbenches for building, running, and managing autonomous AI agents, with emphasis on persistent memory, pluggable skills, permissions, and task scheduling. The dated history before the index start is too thin to read a shape from — only 0 dated entries exist. Among the members, personal-ai-os leads on traction with 59 stars, followed by ArkWork (6) and MindShell (2).
  44. Construction ERP systems15 entriesfirst seen 2026-08-16This cluster comprises ERP platforms for construction firms, covering projects, resources, budgets, procurement, approvals, finance, and administration. The dated history is too thin to read a shape from, with only four pre-index entries. Traction leaders: erp-rocdwels-ng leads with 4 stars; others show 0 stars.
  45. Resume ATS analysis apps15 entriesfirst seen 2026-08-16This cluster consists of web applications that analyze resumes for ATS compatibility, score fit against job descriptions, generate cover letters, and prepare users for interviews. The cluster's dated history is too thin to read a shape from – it predates the index or its members are undated. Traction leaders among dated members are AI-resume, AI-Resume-Analyzer-FastAPI-Streamlit-code, and AI-resume-analyzer, all with 0 stars.
  46. Photo-based nutrition tracking apps15 entriesfirst seen 2026-08-15This cluster consists of apps that use photos of meals, often combined with text or label analysis, to estimate calories and macronutrients and track users' dietary intake against personalized goals. The dated entry history, based on months before the index start, shows a sparse but consistent trickle from April 2024 through June 2026, with occasional months having two new entries. The traction leaders all show zero activity stars, indicating no significant user engagement.
  47. Gamified AI/CS learning platforms15 entriesfirst seen 2026-08-15This cluster comprises gamified learning platforms for computer science and AI, featuring tutorials, quizzes, leaderboards, and progress tracking, with some adding streaks, groups, chat, and AI tutoring. The pre-index dated history consists of only four entries, which is too thin to read a shape from, indicating the cluster either predates the index or has largely undated members. Traction signals are negligible—CodeMastery, CodeMastery1, and Hoopr each show zero stars, so no product leads on traction.
  48. Dictation practice web apps15 entriesfirst seen 2026-08-15This cluster consists of web apps for language learners to practice dictation, with progress tracking and spaced repetition scheduling. 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 ditto, tingyiju, and luiz0067-text-completion, each showing 0 stars.
  49. Fantasy football platforms15 entriesfirst seen 2026-08-14This cluster comprises web and chat-based fantasy football platforms offering drafts, live scoring, lineup optimization, and league history tracking. The dated history is too thin to discern a shape—only one entry predates the index start. Traction leaders all have zero stars, with tebasfury, FantasyMax, and fantaseer-web-mirror tying at the top of the activity signal.
  50. Desktop Markdown editors15 entriesfirst seen 2026-08-14This cluster consists of desktop applications for viewing and editing Markdown documents stored locally, with features like preview modes, file open/save, and formatting. The dated history is too thin to read a shape from—only one dated entry exists before the index start, so the cluster predates the index or its members are undated. Among traction leaders, InkNote leads with 72 stars, while vellum and mdview show zero 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.