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WHITESPACE · CLUSTER INDEX · 9,593 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 9,593 of them, 50 to a page.

  1. Real-time web chat apps24 entriesfirst seen 2026-10-06This cluster comprises web-based chat applications that let users join conversations or chat rooms and exchange messages in real time. The dated entry history is sparse: one entry each in February, April, and May 2025, then three entries in November 2025. Traction is led by django-chat and gadu-plus-plus, each with 1 star, while BRL-Chat-Application has 0 stars.
  2. SOC orchestration platforms24 entriesfirst seen 2026-09-29This cluster comprises platforms that orchestrate security operations center workflows, including task automation, asset and role management, audit logging, reconnaissance tool automation, and adaptive investigation workflows. The cluster's dated history is too thin to read a shape from, as only 4 dated entries exist before the index started — too few to identify a trend; the cluster predates the index or many members are undated. Traction leaders are CyberGuard (46 stars), followed by log-analysis-ids (2 stars) and switchtender (1 star).
  3. Classic Pong browser games24 entriesfirst seen 2026-09-29This cluster of 16 products consists primarily of browser-based recreations of the classic Pong arcade game, with variations including 3D graphics, a puffer fish paddle, four-paddle multiplayer, and campaign modes. Dated entries before the index start are sparse, appearing in 2022-12, 2024-09, 2025-04 (two), 2025-12, and 2026-07, showing no clear trend or pattern. Traction leaders are quadpong, pong-redux, and red-dragon-ping-pong, all with zero stars, indicating negligible user activity.
  4. WhatsApp business management platforms24 entriesfirst seen 2026-09-24This cluster consists of SaaS platforms that centralize WhatsApp-based business operations, covering conversations, contacts, campaigns, orders, automation, and AI configuration. The dated history is thin, with six entries spread from 2025-08 to 2026-07, including three in 2026-07. Traction is led by genpark-zero-commission-social-commerce-reseller-network-skill with 8 stars, while the other two dated members have none.
  5. Mobile photo gallery apps24 entriesfirst seen 2026-09-18This cluster consists of mobile photo gallery apps that let users browse, search, favorite, and download images, often requiring registration and login. The cluster's dated history is too thin to read a shape from, as only 3 dated entries exist before the index started collecting. Traction is led by image-hub with 2 stars, while other members show no activity signals.
  6. Enterprise document Q&A with citations24 entriesfirst seen 2026-09-16This cluster covers enterprise knowledge platforms that ingest documents and answer questions with cited sources via chat and retrieval-augmented generation. The dated history is too thin to read a shape from, with only 3 entries predating the index start, so the cluster likely predates the index or many members are undated. Traction leaders are DocVectra (8 stars), ResearchAI-MultiAgent (3 stars), and langchainrag (2 stars).
  7. Web AI chat assistants24 entriesfirst seen 2026-09-10This cluster consists of web applications that offer chat-based interfaces for interacting with AI assistants, with variations such as group chat integration, provider switching, and workflow integrations. The dated history is sparse: entries appear in June 2025, August 2025, January 2026, and February 2026, with 1-2 per month, showing no clear trend. Traction is minimal, with intelligent-system having the highest star count (1), while other tracked products have 0 stars.
  8. Basic weather forecast apps24 entriesfirst seen 2026-09-08This cluster consists of weather apps that provide current conditions and forecasts for user-selected locations. The dated history shows isolated single entries in 2020-06, 2025-03, 2025-05, 2025-11, and 2026-05, indicating sparse and irregular additions over time. WhatTheForecast leads on traction with 9 stars, while other dated members have 0 stars.
  9. QR event ticketing platforms24 entriesfirst seen 2026-09-07This cluster comprises event ticketing platforms that let organizers create events, sell tickets (including tiered options), and check attendees in via QR codes. The cluster's dated history is too thin to read a shape from, as only 4 dated entries exist before the index start. Traction leaders are all at 0 activity stars, so no single product stands out.
  10. Self-hosted B2B outbound CRMs24 entriesfirst seen 2026-09-06This cluster consists of self-hosted CRMs for B2B outbound sales teams, with features like cold email and LinkedIn outreach, lead scoring, follow-up automation, and pipeline management. 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 amento.x (1 star), followed by b2b-outbound-crm-demo and DealSense (0 stars).
  11. AI chat web apps24 entriesfirst seen 2026-09-05This cluster comprises web-based chat applications for conversing with AI language models, often supporting configurable providers, locally hosted models, or themed personas. The dated history is too thin to read a shape from, with only four dated entries before the index start and many members lacking source dates. Traction leaders are DeepSeekHarnessGui (6 stars), mAIntenance (3 stars), and FastAPI_pet_project (2 stars).
  12. School institutional websites24 entriesfirst seen 2026-09-03This cluster consists of websites that present institutional information about an educational institution to students, parents, and visitors. The dated history is too thin to read a shape from—only one dated entry exists before the index start, and several members have no source date. Traction leaders by activity signal are escola-montessori, nursery-astro, and ocean-school-reimagined, each with 0 stars.
  13. AI agent skills management24 entriesfirst seen 2026-09-02This cluster consists of products centered on managing, evaluating, and trading AI agent skills, including marketplaces, registries, and certification programs. The dated history before the index start is too thin (only one entry) to discern a timeline shape, and several members are undated. Traction is led by skillroster with 43 stars, while others show minimal activity.
  14. Quick-capture note-taking apps24 entriesfirst seen 2026-09-02This cluster comprises note-taking and idea-capture apps that prioritize fast capture, organization via tags and links, and cross-device sync, often serving as personal knowledge bases. Dated entries appear sporadically from October 2016 to May 2026, mostly one per month, showing no clear growth trend. Traction leaders are jott-app (2 stars), followed by notes-app and ferronote-bin (0 stars each).
  15. Visual UI design tools24 entriesfirst seen 2026-08-29This 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.
  16. Village government web platforms24 entriesfirst seen 2026-08-20This cluster consists of web applications and websites for village-level administration, including population management, official letters, project tracking, budgets, and resident information services. 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 on activity signal are desa-wonowoso, Dusun_Candi_Wetan, and Desa-Digital, all with 0 stars.
  17. Social media content filters24 entriesfirst seen 2026-08-20This cluster consists of browser extensions that filter social media feeds by hiding or blurring posts based on user-defined rules, keyword lists, and bot-phrase detection. The dated history is too thin to discern a trend, as only one pre-index entry exists. Among those with activity signals, bluenoise leads with 69 stars, followed by hookmeter-jev (20) and cleanxup (9).
  18. AI translation and localization tools24 entriesfirst seen 2026-08-18This cluster consists of AI-powered translation and localization tools covering text, speech, code, and specialized domains such as medical, mining, and web novels. The dated history before the index start shows small, irregular entries from June 2025 through July 2026, with no clear monthly trend. Traction leaders are noveltrans with 31 stars, while gemini-desktop-translator and nextai-translator-bin have 0 stars.
  19. Self-hosted NVR platforms24 entriesfirst seen 2026-08-17This cluster comprises self-hosted network video recorder and camera management software, supporting live viewing, recording, motion detection, clip export, AI-based recognition, mosaic compositing, PTZ control, and two-way audio. 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 undated. Among traction leaders, serval leads with 11 stars, followed by RTMS with 1 star and Watchgrid with 0 stars.
  20. E-commerce shopping cart apps24 entriesfirst seen 2026-08-17This cluster consists of e-commerce web applications focused on product browsing, shopping cart management, and order placement, with some including order history and user accounts. The cluster's dated history is too thin to read a shape from, as only four pre-index entries exist. Traction leaders by activity signal are Ecommers_website_django, apexglobalcart, and quick-cart, each with zero stars.
  21. Multi-repo Git desktop apps24 entriesfirst seen 2026-08-14A cluster of desktop apps for managing multiple Git repositories, offering features like visual diffs, staging, commits, and bulk operations. The dated history before the index is too thin to read a shape from (only 1 dated entry), so the cluster appears to predate the index or have largely undated members. Among the traction leaders, gitwarren-app leads with 18 stars, followed by gitvista with 9, and switchly with 0.
  22. Travel booking websites24 entriesfirst seen 2026-08-14This cluster comprises travel booking websites that let users search and reserve flights, hotels, trains, and packages, often including destination discovery and trip planning. The cluster's dated history is too thin to read a shape from, with only three dated entries before the index start. Traction leadership is thin: lekbookings-co-uk leads with 1 star, while pixel-perfect-render-7030 and airlineairportguide follow with 0 stars.
  23. Creator crowdfunding platforms24 entriesfirst seen 2026-08-14This cluster comprises crowdfunding web apps and platforms that enable creators, developers, or open-source projects to receive financial support from fans or backers, often through micro-donations, public profile pages, and online payments. 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 before the index start. Traction leaders by activity signal are GetMeAChai, Crowd-Funding-Platform, and Fan-vault, each showing 0 stars.
  24. Event photo sharing apps24 entriesfirst seen 2026-08-14This cluster consists of web and mobile apps designed for guests at weddings and other events to upload, share, and view photos and videos in a shared, often event-specific gallery. Common features include private links, anonymous uploads, filters, slideshow display, and delayed photo reveals. The cluster's dated history is too thin to read a shape from, with only 3 dated entries before the index start. All traction leaders show 0 stars, indicating no clear leader has emerged.
  25. Self-hosted incident management platforms24 entriesfirst seen 2026-08-14This cluster consists of open-source, self-hosted tools for incident response, monitoring, and reliability analytics, including features like alerting, status pages, and AI-assisted investigations. 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 responder-oss (20 stars), with tick and open-incident each at 1 star.
  26. AI coding quota tray utilities24 entriesfirst seen 2026-08-13This cluster consists of Windows tray utilities that display current usage limits and remaining quotas for AI coding agents such as OpenCode, Z.ai, and OpenAI Codex. The dated history is too thin to discern a shape, with only one dated entry prior to the index start, indicating the cluster predates the index or lacks dated members. Traction leaders are usage_monitor with 5 stars, followed by CodexTray with 3 stars and ai-usage-tray with 1 star.
  27. Gamer productivity and tracking apps24 entriesfirst seen 2026-08-13This cluster comprises desktop applications that help gamers monitor play time, complete in-game tasks, and track buff or debuff statuses, with reminders and floating overlays. The dated entry history is too thin to read a shape from, with only three dated entries before the index start, indicating the cluster predates the index or its members are undated. On traction, digitrace leads with four stars, while the other two members each have one star.
  28. Telegram daily news digest bots24 entriesfirst seen 2026-08-13This cluster consists of Telegram bots that monitor news sources or channels, deduplicate content, and generate daily reports or digests for users and groups. The cluster's dated history is too thin to read a shape from, as only four entries exist before the index start, predating or undated. Traction leaders include The-Dagmawi-Dispatch with 8 stars, followed by PersianTwitter with 2 stars and freecoding with 1 star.
  29. AI comic and manga generators24 entriesfirst seen 2026-08-11This cluster comprises AI tools that generate comics, manga, manhwa, visual novels, illustrated stories, characters, and motion comics from prompts or scripts. The dated pre-index history is sparse and irregular: one entry each in Feb 2021, Aug 2021, Mar 2022, May 2024, and two in Mar 2026, with long gaps between launches. Traction leadership is thin: comicbookmakergpt has the strongest activity signal with 1 star, while comfyui_story_webui and Saylo: Your AI Creative World show 0 stars.
  30. Brand identity creation tools24 entriesfirst seen 2026-08-08This cluster comprises web-based tools that help businesses create and manage brand identities, including logos, naming, visual styles, and marketing assets. The dated history is too thin to read a shape from, with only 3 dated entries before the index start and 6 members having no source date. Traction leaders on activity signal are BrandPilot, arise-paris, and cross-group-branding, each with 0 stars.
  31. Supplement e-commerce storefronts24 entriesfirst seen 2026-07-17This cluster consists of online stores selling dietary, herbal, weight-loss, and specialty supplements, each offering product catalogs, ordering, payment, and in some cases subscriptions or affiliate tracking. The dated history shows sparse entries from October 2025 through July 2026, with the highest monthly count of two in July 2026, indicating a thin, irregular timeline. Traction leaders are nutriPower, supplements, and lifestylesnet, each with 0 stars, reflecting minimal activity signal.
  32. Telegram VPN subscription bots24 entriesfirst seen 2026-07-10This cluster consists of Telegram bots that manage VPN subscriptions, including purchasing, renewals, payments, wallet balances, and admin approval. The dated history is too thin to read a shape from, as only one entry predates the index start. Traction is led by STEALTHNET-SOFTWARE with 11 stars, while other members have 0 stars.
  33. AI career preparation platforms24 entriesfirst seen 2026-07-01This cluster comprises AI-powered career guidance and preparation tools for students and job seekers, offering resume analysis, interview coaching, skill-gap detection, and personalized learning roadmaps. The dated history shows sparse single entries in April and May 2025, a gap until February 2026, then consistent monthly entries through July 2026, with peaks of three entries in March and July. PathFinder and SkillBridge lead on traction with 1 activity star each, while mba-platform trails at 0 stars.
  34. Gamified language learning apps24 entriesfirst seen 2026-06-08This cluster comprises gamified language learning applications that teach vocabulary and grammar through interactive, game-like lessons and track learner progress. The dated history before the index start shows one entry in July 2014, one in March 2022, and the remaining seven entries concentrated between November 2025 and June 2026, with the highest single-month count of three in June 2026. The products with the strongest traction signal are kodo-learning-platform, linguaforge, and chiha_ge, each at 0 stars.
  35. Natural language analytics dashboards24 entriesfirst seen 2026-06-03This cluster comprises natural-language analytics platforms that allow users to query connected data sources—databases, spreadsheets, PDFs—and automatically generate charts, dashboards, and drill-down details. The dated history before the index start shows an initial two entries in November 2025, followed by single entries in February, April, and June 2026, indicating a sparse and irregular entry pattern. Among members with traction signals, HaGoKu leads with 6 stars, ahead of prompilot (5) and omarchy-yeet-ai (4).
  36. Open-source ERP and accounting platforms24 entriesfirst seen 2026-04-20This cluster comprises roughly two dozen ERP and accounting platforms, many open-source, that bundle modules for inventory, sales, CRM, HR, and sometimes vertical-specific POS features (furniture, spas, creameries, non-profits). Monthly entry counts from March to July 2026 were 2, 3, 3, 2, 1, showing a low but slightly declining rate of new product entries after a small peak in April–May. On traction, zerp leads with 24 stars, while Odoo_Team_490 and Easy-Books have 3 and 2 stars respectively.
  37. E-commerce shopping cart apps24 entriesfirst seen 2026-04-18The cluster consists of e-commerce web applications that let customers browse products, manage a shopping cart, and place orders. Only four dated entries exist before the index start, too few to discern a timeline shape, so the cluster's dated history is too thin to read a shape from. Traction leaders by activity signal are paizaar.pk, e-commerce-marpice, and shop_devops, each with zero stars.
  38. Traffic management and route optimization24 entriesfirst seen 2026-04-06The cluster consists of 19 products focused on traffic management, route optimization, and driving assistance. The dated history before the index start shows a single entry in February 2018, then a gap until March 2025, followed by monthly entries through May 2026, with the highest monthly count of 3 in April 2026. The traction leaders by activity signal are Drive-Forward-Hub, traffic-visual, and traffic-simulation-platform, each with 0 stars.
  39. Self-hosted AI agent mobile clients24 entriesfirst seen 2026-03-11This cluster covers mobile and cross-platform clients that act as remote control and chat interfaces for self-hosted AI agents, handling tasks, approvals, notifications, and voice. The dated history is too thin to read a shape from — it predates the index or its members are undated. On traction, deepseek-harness-mobile leads with 59 stars, ahead of hermes-console at 55, while dsh-mobile trails far behind at 2.
  40. Real-time system monitoring dashboards24 entriesfirst seen 2026-03-01This cluster consists of web-based system monitoring dashboards that display real-time CPU, memory, disk, network, and GPU metrics, with alert notifications and sometimes export or backup capabilities. The pre-index dated entries show a sparse, roughly one-per-month pattern from November 2025 to April 2026, with two entries in June 2026, indicating steady but low-level creation activity. Among traction leaders, cronjob has the most stars (7), followed by system-monitor-cicd (3) and dashboard-glances (2).
  41. AI medical report analysis apps24 entriesfirst seen 2026-02-27This cluster consists of 19 web and mobile apps that use AI to analyze uploaded medical documents, lab reports, scans, and other health data, producing plain-language summaries, flagging abnormal values, and providing personalized insights. Dated entries before the index start show an irregular pattern, with initial entries in March and September 2025, a small cluster in early 2026, and a single entry in July 2026. Among members with traction data, SumScale-ai leads with 2 stars, followed by HomeHealth with 1 star and meditrack-ai with 0 stars.
  42. ATS resume optimization tools24 entriesfirst seen 2026-02-25This cluster consists of web apps that parse and analyze resumes for ATS compatibility, skill detection, and optimization, with some also building resumes and exporting polished PDFs. Dated entries before the index start show sporadic monthly counts from April 2025 to June 2026, with the only concentration in February 2026 (4 entries). Among dated members, ResumeIQ leads on traction with 3 stars, while the other two named members have 0 stars each.
  43. Household meal planning apps24 entriesfirst seen 2026-02-24This cluster consists of mobile and web apps that help households collaboratively plan meals, manage recipes, and generate shared shopping lists. The dated entry history shows a single product in mid-2022, two scattered entries in 2024, and then a concentration of eight entries spread across early 2026 (February through July), indicating recent momentum in discovery coverage. Traction leaders are FamilyMeals, Tastina, and Cookbook, though all currently show zero stars in activity signal.
  44. Geography guessing games24 entriesfirst seen 2026-02-14This cluster comprises web-based guessing games where players identify flags, countries, cities, or locations from maps, photos, and clues. The dated history is thin, showing one entry per month from March 2025 through March 2026, a steady but sparse cadence. Traction is led by TorontoGuessr with 2 stars, while other members have zero or minimal activity signal.
  45. Home design and visualization apps24 entriesfirst seen 2026-01-22This cluster consists of web apps that help users design, visualize, and plan home interiors, layouts, and renovations, covering everything from floor plans and decor to custom furniture and builder matching. The dated entry history is too thin to read a shape from — only six entries appear between 2025-02 and 2026-02, and most members lack source dates. Traction leaders by activity signal are Houseplansfilesfrontend, dream-deco-viz, and dream-home-designer, all with 0 stars, indicating minimal traction.
  46. Web billing and invoicing apps24 entriesfirst seen 2026-01-12This cluster consists of web applications centered on billing and invoicing, covering invoice creation, payment tracking, and financial management for various business types. Dated entries appear in nine months from May 2025 to July 2026, with only October 2025 having two entries. The activity leader is billing-system with 1 star, while invoice-management and finvayo have 0 stars.
  47. Spiritual guidance and reflection apps24 entriesfirst seen 2026-01-07This cluster of 17 products consists of web and mobile apps offering spiritual guidance, daily wisdom, and religious content across diverse traditions including LDS, Islamic, Christian, Sufi, and others. The dated entry history before the index start is sparse, with the largest count of three entries in January 2026 and most months having one or zero entries, while eight members have no source date. Elet leads traction with 11 stars, while divine-journeys and LDS Mental Health co each have zero stars.
  48. Personal task sync apps24 entriesfirst seen 2025-12-25This cluster comprises personal task and to-do management apps, most with cross-device cloud sync, offline support, and attachments. Dated entries before the index began are sparse until 2025, then become more frequent through 2026. Traction is led by Task-Manager-ReactNative with 32 stars, while other dated members show no meaningful activity.
  49. Focus timer productivity apps24 entriesfirst seen 2025-12-16The cluster consists of web and mobile apps that use timers and structured intervals to help users stay focused during work or study sessions, with some including productivity tracking and statistics. Dated entries before the index start show an isolated entry in 2021, then a steady trickle from mid-2025 to mid-2026, with most concentrated in late 2025 and early 2026. Traction leadership is clear: timeslot leads with 12 stars, followed by blurt with 1 star, and pomodoro-app with 0 stars.
  50. Offline AI iPhone assistants24 entriesfirst seen 2025-12-15This cluster comprises private, offline AI assistants for iPhone that run locally, offering chat, translation, document analysis, and RAG-based Q&A without cloud data sharing. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. Among traction leaders, intagliolabs leads with 2 activity stars, followed by anvil-app and zariya with 1 star each.

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.