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WHITESPACE · CLUSTER INDEX · 9,969 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 9,969 of them, 50 to a page.

  1. E-commerce fraud prevention plugins10 entriesfirst seen 2026-10-11This cluster comprises plugins that shield online stores from fraudulent orders, including checkout fraud, bot interference, and cash-on-delivery scams, by detecting and blocking suspicious transactions. The dated history is too thin to read a shape from—it predates the index or its members are undated. On traction, woocommerce-cloudflare-turnstile, checkout-guardrail, and veridis-fraud-guard all show equal activity signals with zero stars each.
  2. Risk of Rain 2 mod utilities10 entriesfirst seen 2026-10-11This cluster consists of Windows utilities for Risk of Rain 2, focusing on mod conflict diagnosis, dependency matching, modpack synchronization, and profile backup/restore for saves and mods. The cluster's dated history is too thin to read a shape from, as it predates the index or its members are undated. Traction is led by risk-of-rain-2-save-profile-backup-manager, risk-of-rain-2-steam-deck-controller-helper, and risk-of-rain-2-r2modman-profile-backup, each with 31 stars.
  3. Web-based brain teaser puzzle games10 entriesfirst seen 2026-10-10This cluster consists of web-based puzzle games that present brain-teaser challenges for casual players, with nearly identical value propositions. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. Traction leadership is held by skardela with 53 stars, while other members have no activity signal.
  4. Healthcare clinical workflow portals10 entriesfirst seen 2026-10-09This cluster consists of web portals for hospital staff and patients that provide role-based access to clinical workflows, patient triage, consultation logging, secure authentication, and encrypted backups. The dated history is too thin to read a shape from, as only one entry predates the index start and the remaining members are undated or discovered after collection began. Traction leaders by activity signal are attach, user_login, and HOSPITAL-LOGIN-SYSTEM, each with zero stars, indicating minimal measurable engagement so far.
  5. Personal to-do list apps10 entriesfirst seen 2026-10-09This cluster consists of web-based applications for personal task management, typically featuring simple or minimal to-do list interfaces, with a few variations like habit tracking, time-blocking, or a self-hosted new-tab board. The dated history before the index start is too thin to read a shape from—only four dated entries exist, so the cluster predates the index or its members are undated. Among traction leaders, chrome-home leads with 14 stars, while vikunja and FocusFlow-ToDoApp have 0 stars.
  6. Bengali cultural association websites10 entriesfirst seen 2026-10-07This cluster consists of websites for cultural clubs and associations, primarily Bengali cultural groups, that showcase events and activities for their members. 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 leading members all show zero stars, indicating minimal visible engagement.
  7. Classic Pong recreations10 entriesfirst seen 2026-10-07This cluster consists of games that recreate classic Pong table-tennis or arcade gameplay, including one-or-two-player and pixel-art variants. The cluster's dated history is too thin to read a shape from — only 2 dated entries exist before the index start, so it predates the index or its members are undated. Traction leaders are fatal-pong, CurveballNext, and Pixel-Pong, each with 0 stars.
  8. Error tracking and performance monitoring10 entriesfirst seen 2026-10-06This cluster comprises platforms that surface application errors and performance data to help developers diagnose issues. The dated entry history before the index start is too thin to discern any trend, with only one dated entry. Traction leaders are martian__sentry__pullfrog variants, all with zero stars, indicating a tie at the top.
  9. Agency client portals10 entriesfirst seen 2026-10-04This cluster consists of client-facing portals for design studios and agencies to manage projects, deliverables, approvals, invoices, and file sharing with role-based access. The cluster's dated history is too thin to read a shape from, as fewer than five dated entries exist before the index start and most members have no source date. Traction is led by Solo-Studio-CRM with an activity signal of 1 star, while ms-portal and client-portal trail at 0 stars.
  10. API contract change review10 entriesfirst seen 2026-10-04This cluster consists of web applications for reviewing API contract changes, detecting breaking changes, and coordinating approval workflows before release. The cluster's dated history is too thin to read a shape from, comprising 0 dated entries before the index start, so it predates the index or its members are undated. Traction is led by python-api-contract-guardian, pair-wise-gsb-70-9ki3, and hgcfeat, each with 0 stars on their activity signals.
  11. Dithering and halftone art tools10 entriesfirst seen 2026-10-04This cluster covers tools that convert images into stylized dithering and halftone versions, including web apps and a Photoshop plugin. The dated history is too thin to read a shape from, with only one entry before the index start. Traction leadership is led by ascii-dungeon-releases with 2 stars, though others have 0.
  12. AI conversation reply drafting10 entriesfirst seen 2026-10-03This cluster consists of AI apps that generate reply suggestions from conversation screenshots or pasted text, letting users select a tone and copy or open the result. The dated history before the index start is too thin to read a shape from, with only one dated entry. Among traction leaders, TalkTact leads with 4 stars, while pumpkit and Replymind have 0 stars.
  13. Car rental WhatsApp booking sites10 entriesfirst seen 2026-10-01This cluster consists of websites for car rental and travel businesses that showcase vehicles or fleets, list tour packages and reviews, and route booking inquiries to WhatsApp or phone. The dated history is too thin to read a shape from, as only 0 dated entries exist before the index start. Client-1 leads on traction with 1 star, while the other two named members have 0 stars.
  14. Music loop generation web apps10 entriesfirst seen 2026-09-30This cluster consists of web apps that generate specific musical sections (half-time arrangements, pre-choruses, breakdowns) from user-selected BPM, key, and chords, exporting WAV and/or MIDI. The cluster's dated history before the index start is too thin to read a shape from, as no dated entries exist (0 entries). Traction leaders are AirCut, FloorEight, and PreLift, each with 0 stars, indicating no notable activity signal.
  15. Beauty and wellness booking apps10 entriesfirst seen 2026-09-29This cluster comprises apps for scheduling beauty and wellness appointments, with tools for both clients and providers to manage bookings, availability, and services. Dated entries are sparse: one each in 2013-08 and 2013-10, then a gap until 2019-07, followed by one entry in 2024-04 and one in 2025-08, too thin to show a clear growth pattern. Traction leaders are Fresha for business, Nuvio Pro: Appointment Booking, and STAJ, each showing zero activity signal stars.
  16. AI coding practice mentors10 entriesfirst seen 2026-09-28This cluster comprises web apps that pair coding practice with AI mentoring, interactive exercises, and progress dashboards for interview preparation and learning. The dated history is too thin to read a shape from—only 3 dated entries exist before the index start, so the cluster's dated history predates the index or its members are undated. Traction leaders are devos-nexus (3 stars), followed by leetcode-tutor and openvibe (1 star each).
  17. Multi-agent AI coding desktops10 entriesfirst seen 2026-09-26The cluster consists of desktop applications that coordinate multiple AI coding agents in a single shared conversation, streaming their tool activity and working on separate project copies. The dated history is too thin to read a shape from—no dated entries precede the index start, so the cluster either predates the index or its members are undated. Traction leaders are frink (8 stars), followed by ThreadCrew (2 stars) and agoryx (2 stars).
  18. Raster to vector conversion apps10 entriesfirst seen 2026-09-26The cluster comprises web apps that convert raster images into vector formats (SVG, EPS, PDF, DXF, or 3D vector graphics) for design use. With only one dated entry prior to the index start, its historical timeline is too thin to discern a pattern. FigOne leads on traction with 3 stars, while ai-vectorizer and Pix2Vec have none.
  19. Hackathon support platforms10 entriesfirst seen 2026-09-26This cluster comprises 19 web-based tools supporting hackathon participants and organizers, covering idea generation, project tracking, team formation, event registration, submission showcases, and post-event collaboration. The dated history before the index start consists of five single entries across scattered months (March 2025, June 2025, August 2025, December 2025, February 2026), showing no clear trend. Traction is led by Vibratonic with 2 stars, followed by chofex-hackathon with 1 star and hacktrack-ai with 0 stars.
  20. Bank statement subscription trackers10 entriesfirst seen 2026-09-25The cluster consists of products that scan bank statements or transactions to detect recurring subscriptions, calculate their costs, and identify price hikes or billing errors. Only two dated entries exist 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. Among the traction leaders, PlugTheLeak has the highest activity signal with 1 star, while siphon and lintroller have none.
  21. Conversation card party games10 entriesfirst seen 2026-09-25This cluster brings together conversation card games designed to get groups talking through prompts and story-sharing. The dated history is sparse, with single entries scattered across months from December 2020 to May 2026, showing irregular addition without a clear trend. All three traction leaders are tied at zero stars, so no product has a traction advantage.
  22. Kindle e-ink dashboards10 entriesfirst seen 2026-09-24This cluster consists of self-hosted applications that repurpose idle Kindle e-readers as wall-mounted e-ink dashboards, displaying glanceable widgets like weather, calendar, and progress tracking. The dated history is too thin to read a shape from—it predates the index or its members are undated. Among traction leaders, dashink leads with 11 stars, while the other dated members show no activity signal.
  23. AI agent skill managers10 entriesfirst seen 2026-09-21This cluster comprises desktop plugins that help users discover, import, and manage skills or plugins for AI assistants, often aggregating from multiple marketplaces. The dated history is too thin to read a shape from—only a single dated entry exists before the index start, so the cluster likely predates the index or its members are undated. Traction leaders by activity signal are dsh-market (115 stars), hermes-skill-deck (23 stars), and dsh-plugin-market (5 stars).
  24. offline encrypted vault apps10 entriesfirst seen 2026-09-20This cluster comprises offline-first mobile apps that store personal data—photos, notes, logins, and more—in an encrypted on-device vault. A few dated entries exist before the index start, but with only 2 entries the timeline shape is too thin to read—the cluster predates the index or its members are undated. Based on activity signal, my-vault leads traction with 5 stars, followed by kryvo (1 star) and Keeply (0 stars).
  25. Real estate lead parsing apps10 entriesfirst seen 2026-09-20This cluster consists of web applications that parse and clean property leads into structured records for real estate agents, centralizing them in a command center. The cluster's dated history is too thin to read a shape from, as only one entry exists before the index start, so it predates the index or its members are largely undated. Traction leaders are gharpay, ghar-pay, and lead-zencleaner, each with 0 stars, indicating minimal observable activity.
  26. Face recognition attendance systems10 entriesfirst seen 2026-09-19This cluster covers face recognition-based attendance systems that verify employee or student presence via webcams, IP cameras, or submitted photos, often including features like liveness checks, geofencing, and OCR timestamps. The dated history is too thin to read a shape from — only four dated entries exist before index start, ranging from 2025-02 to 2026-06. Traction leaders based on activity signal: Mark-d leads with 1 star, followed by updated_automation and presence_main each at 0 stars.
  27. Cited evidence Q&A assistants10 entriesfirst seen 2026-09-18This cluster consists of AI chat assistants that deliver answers backed by citations and explicitly refuse to respond when no verified evidence exists. 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 upi_fraud_helpdesk_chatbot, eu-ai-act-rag-assistant, and zhengwen, each with 0 stars.
  28. Independent online boutique storefronts10 entriesfirst seen 2026-09-18This cluster comprises websites for independent online boutiques that showcase products and enable customer purchases. The dated history is too thin to discern a trend, with only two entries before the index start, so the shape of early growth cannot be inferred. Among traction leaders, dainty-digital-boutique2, dainty-digital-boutique, and Bwoodsdesigns-website show the highest activity signal, though all currently have zero stars.
  29. Screenshot to UI code generators10 entriesfirst seen 2026-09-18This cluster consists of web apps that convert screenshots into pixel-perfect front-end code, matching the design exactly. The dated history is too thin to read a shape from, as there are no dated entries prior to the index start. Traction is led by flowspace-workbench, rj-ai-automates, and pixel-perfect-render-1586, each with 0 stars.
  30. Loan default risk prediction apps10 entriesfirst seen 2026-09-17This cluster consists of web applications that predict loan default or credit risk from applicant and financial data, often with real-time or explainable assessments. The dated history is too thin to read a shape from — only two entries predate the index start, so the cluster's early trajectory is unknown. Traction is led by Credit-Risk-Predictor with 3 stars, followed by lendscope-dashboard and a second Credit-Risk-Predictor, each with 1 star.
  31. Car wash and detailing SaaS10 entriesfirst seen 2026-09-17This cluster is made up of SaaS management platforms for car washes and auto-detailing businesses, covering vehicles, services, bookings or queue, staff actions, payments, expenses, and reports. The dated entries before the index start are one in Aug 2024, one in Nov 2025, one in Apr 2026, one in Jun 2026, and one in Jul 2026, so the timeline shows an early isolated entry, a long gap, and then sparse recent entries. By activity signal, the traction leaders are DetailFlow, LMAVAGE_AUTO, and Refine CRM, all at 0 stars.
  32. Browser table tennis games10 entriesfirst seen 2026-09-17The cluster consists of browser-based table tennis games featuring AI opponents and multiplayer modes, often with 3D physics. The dated history is too thin to read a shape from, as only one entry exists before the index start. Traction is led by jev-table-tennis with 1 star, while the others have 0 stars.
  33. Trekking booking and management apps10 entriesfirst seen 2026-09-17This cluster consists of web-based trekking and tour booking applications that let users browse and book treks while providing admin dashboards for managing bookings, trips, and participants. The dated history before the index is too thin to read a shape from—only one dated entry exists, so the cluster likely predates the index or its members lack dates. Traction is minimal: all leaders (Trekking-Management-App, Trekking-Management-Application, anytimenpaltrek) show 0 stars.
  34. Local LLM launcher and benchmark tools10 entriesfirst seen 2026-09-16This cluster focuses on desktop applications for running and managing local language models, including launching servers, downloading runtimes, and evaluating hardware compatibility. The cluster's dated history is too thin to read a shape from, as it predates the index and has no recorded entries before the index start. Among the cluster's members, the traction leader is the one with 2 stars, while the others have none.
  35. Windows desktop screen recorders10 entriesfirst seen 2026-09-15This cluster contains Windows desktop screen recorders that capture monitors or regions with system audio and export MP4s, with controls such as pause, mute, scheduling, or live preview. Its dated history is too thin to read a shape from: only two dated entries exist before the index start, so the cluster either predates the index or most members are undated. On traction, screen-recorder-clean leads with 25 stars, followed by Quode-Palette-Capture at 2 stars and qinglu at 0.
  36. Academic study material sharing10 entriesfirst seen 2026-09-15This cluster consists of web platforms for students, lecturers, and administrators to upload, organize, search, download, and manage academic study materials and personal notes. The dated history is too thin to read a shape from—only one entry predates the index start, so the cluster likely predates coverage or its members are largely undated. Traction leaders, all with zero stars, are Student-Notes-Sharing-Platform-, LCCB_connect, and cloud-based-student-material, indicating minimal observable activity.
  37. Novel writing desktop apps10 entriesfirst seen 2026-09-14This cluster consists of desktop applications for novel writing that organize manuscripts into chapters and scenes, often using Markdown, and provide planning, outlining, and optional AI assistance. The dated history is too thin to read a shape from, as only three dated entries exist before the index start. Among the traction leaders, chronicler leads with one star, while WriterProgram and WRAITER have zero stars.
  38. Video cleanup and enhancement apps10 entriesfirst seen 2026-09-14This cluster consists of desktop and local applications that clean up video recordings: removing pauses, filler words, stutters, frozen footage, denoising picture, clarifying dialogue, boosting audio, adding subtitles, dubbing, or converting to clean transcripts. The cluster's dated history is too thin to read a shape from, since only a single dated entry exists before the index's collection start on 2026-08-11, meaning it predates the index or most members are undated. Tractionis led by nuai-video-editorwith 2 stars, followed by birch and osu-lazer-cleaner, each with 1 star.
  39. Shopify merchant analytics apps10 entriesfirst seen 2026-09-14This cluster covers analytics applications for Shopify merchants, offering operational insights, marketing data enrichment, and return risk prediction. The dated history before the index start is too thin to read a shape from, with only two dated entries. Traction leaders among dated members, based on activity signal, are Painel-Web-Automacao, margindmind, and Rtify_shopify-application, each with 0 stars.
  40. E-waste trading platforms10 entriesfirst seen 2026-09-14This cluster consists of platforms that link informal e-waste collectors with authorized recyclers, covering valuation, lot handover, and payment tracking. The dated history is too thin to read a shape from, with only two dated entries before the index start. Traction leaders, Aavartan, SahiValue-Platform, and KabaadAI, each have 0 stars, indicating minimal activity.
  41. Daily motivational quote apps10 entriesfirst seen 2026-09-13This cluster consists of web apps that deliver daily inspirational quotes or motivational messages, with one variant requiring a click to reveal. The cluster's dated history is too thin to read a shape from—only one dated entry exists before the index start, and five members have no source date. Traction leaders, based on activity signal, are Daily-Inspiration-, It_will_rise, and Daily Quotes, all with zero stars.
  42. Desktop workflow automation agents10 entriesfirst seen 2026-09-13This cluster consists of desktop automation applications that observe user workflows, identify recurring patterns, and then either autonomously or with approval execute browser-based tasks via AI planning. The dated history is too thin to read a shape from — only a single pre-index entry exists, so the cluster predates the index or its members are largely undated. On traction, REPEAT leads with 1 star, while other named members show no activity signal.
  43. AI tutoring platforms with interactive courses10 entriesfirst seen 2026-09-13This cluster consists of AI tutoring platforms where instructors create courses and students learn through interactive chat lessons, explanations, code examples, diagrams, and quizzes. The dated history is too thin to read a shape from—it predates the index or its members are undated, with zero dated entries before the index start. Traction leaders all show 0 stars, so no product stands out on activity signal.
  44. Roblox farming macros10 entriesfirst seen 2026-09-12The cluster comprises Windows automation macros that repeat loops to fish or farm in Roblox games, using pattern detection, hotkey control, and configurable profiles. The cluster's dated history is too thin to read a shape from—it predates the index or its members are undated. Among the three traction leaders, all have zero stars, so none stands out as a leader yet.
  45. Self-hosted project management apps10 entriesfirst seen 2026-09-12This cluster consists of self-hosted web applications for small teams to manage projects, tasks, boards, calendars, and wikis. The cluster's dated history is too thin to read a shape from, as it has no dated entries before the index start. Among traction leaders, weave holds the highest activity signal with 7 stars, followed by YuanPlan with 3 stars and unitodo with 2 stars.
  46. Collaborative architecture diagramming apps10 entriesfirst seen 2026-09-12This cluster consists of collaborative web apps for designing, visualizing, and sharing software system architecture diagrams; one also generates technical specifications. Only three dated entries exist 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. On activity signal, the traction leaders are Ghost-AI, ghost-ai, and nodecraft-ai, all tied at 0 stars.
  47. E-commerce profit margin calculators10 entriesfirst seen 2026-09-12This cluster comprises tools that calculate profit margins for e-commerce sales, typically using data from online store transactions. 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, shadow-jackpot, Catalog-Margin-Guard, and margindmind, each show the highest activity signal at 0 stars.
  48. Classic Breakout recreations10 entriesfirst seen 2026-09-12This cluster consists of three browser or arcade games that recreate the classic Breakout, each adding features such as power-ups, generated levels, synthesized audio, escalating speed, extra rows, brick patterns, multiball bonuses, and responsive controls. The cluster's dated history is too thin to read a shape from, with no dated entries before the index start. Among the members, pixelLed-play leads on traction with 1 star, while ComposeBreakout and mini-breakout have 0 stars.
  49. Xbox controller Mac cloud gaming10 entriesfirst seen 2026-09-11This cluster comprises utilities that enable Xbox controllers to work with cloud gaming on macOS, either through Chrome extensions or system utilities. The cluster's dated history is too thin to read a shape from, as no dated entries exist before the index start. Traction is led by deck-as-controller with 162 stars, followed by Paddr (12 stars) and gfn-steam-controller-macos (3 stars).
  50. macOS earbud control apps10 entriesfirst seen 2026-09-09These are menu bar apps for macOS that control wireless earbuds, offering settings like noise cancelling, equalizer, gestures, and battery levels. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. budsctl leads on traction with 15 stars, while realme-buds-mac and free-buds-manager are further 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.