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WHITESPACE · CLUSTER INDEX · 9,893 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 9,893 of them, 50 to a page.

  1. Codex multi-account managers14 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.
  2. Persistent web terminal apps14 entriesfirst seen 2026-09-05These are self-hosted web terminals that keep persistent shell sessions accessible from browsers, with features like tabs, clipboard sync, and session management. The cluster's dated history is too thin to read a shape from, as only two dated entries exist before the index start. hydra-local leads traction with 14 stars, followed by sshtty (3) and shared-browser-tabs (1).
  3. Local data anonymization for AI14 entriesfirst seen 2026-09-04This cluster consists of desktop applications that pseudonymize or anonymize personal data locally before sending content to AI services, with the ability to restore original values afterward. Examples target specific geographies (Chinese, Italian) or document formats (Excel, CSV, PDFs, images, audio). The dated history is too thin to read a shape from — it predates the index or its members are undated. The traction leader is anonimizador (3 stars), followed by veilmark (1 star) and simpler-legal (0 stars).
  4. Competitive coding contest platforms14 entriesfirst seen 2026-09-04This cluster consists of web platforms for hosting competitive programming contests, quizzes, and live coding challenges, with features like leaderboards, real-time rankings, and participant/organizer portals. 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. On traction, algoarena leads with 1 star, while robinsundman and NexusCode have 0 stars.
  5. Desktop dictation hotkey apps14 entriesfirst seen 2026-09-04This cluster comprises desktop utilities that transcribe speech via a hotkey and insert the resulting text into the active application. Only three dated entries exist before the index start, so the cluster's dated history is too thin to read a shape from. Traction is led by dsh-voice-scribe with 32 stars, followed by whisprtypr with 1 star and 0type with 0 stars.
  6. Self-hosted content management14 entriesfirst seen 2026-09-03This cluster consists of self-hosted and distributed systems for managing, hosting, and organizing web content and digital assets, including CMS, file servers, and archiving tools. The dated history before the index contains only two entries, too few to discern any entry trend; the cluster's activity predates the index or its members are undated. The traction leader is guigui-api-management-system with 3 stars, followed by hhy-cms and haoguanjia with 1 star each.
  7. Local auto service websites14 entriesfirst seen 2026-09-03The cluster consists of websites for local automotive services—car painting and bodywork, detailing, and limousine providers—that present their services, contact details, and sometimes quotes or reviews to attract customers. The dated history is too thin to read a shape from (only 0 dated entries before the index start), so the cluster either predates the index or its members lack source dates. Traction leaders by activity signal are detailing-lab-website, fastwheelslimo-com, and kish_mish_detailing, each with 0 stars.
  8. food nutrition and label apps14 entriesfirst seen 2026-09-03The cluster comprises nine products offering ingredient searches, USDA database lookups, safer substitution suggestions, food-safety quizzes, label creation, recipe nutrition, and Open Food Facts searches, primarily as web or mobile tools. With only three dated entries, the cluster's dated history is too thin to read a shape from—most members either predate the index or lack source dates. The traction leaders—NutriScan, foodfacts-exploer, and ahar-food-decoder—all show zero stars on their repositories, indicating minimal activity.
  9. DLSS 5 neural rendering tools14 entriesfirst seen 2026-09-02This cluster consists of desktop tools that bring NVIDIA DLSS 5 neural rendering to games and screens lacking native support, using screen capture, DirectX/Vulkan injection, or modding installers. The dated history before the index start is too thin to read a shape from, as only 0 dated entries exist. Traction is led by dlss5-for-all with 19 stars, followed by dlss5-classic-games (8 stars) and DLSS5-NeuralScreen (7 stars).
  10. Self-hosted email platforms14 entriesfirst seen 2026-09-02This cluster comprises self-hosted email servers and webmail platforms for individuals and organizations seeking to manage their own mail infrastructure. The cluster's dated history is too thin to read a shape from – it predates the index or its members are undated. Traction leaders include Omnesis, email-health-check, and raymail, with Omnesis leading on activity signal.
  11. Self-hosted image hosting services14 entriesfirst seen 2026-09-02This cluster consists of self-hosted image hosting and image board services, emphasizing user uploads, management, and often multi-user or moderation capabilities. The cluster's dated history is too thin to read a shape from, with only a single dated entry before the index began. On traction, rvenvale leads with 13 stars, followed by yunwo with 9 and ralbooru with 1.
  12. Android voice assistant automators14 entriesfirst seen 2026-09-01This cluster comprises Android voice assistants that execute phone actions from spoken commands using on-device AI and ADB, with optional cloud AI for responses. Dated entries before the index start are sparse and irregular, appearing in March, July, September, and December 2025, and July 2026, with no clear trend. Among traction leaders, geny-assistant leads with 2 stars, followed by In-Ear-Hermes with 1 star.
  13. Native macOS AI agent workspaces14 entriesfirst seen 2026-09-01This cluster consists of native macOS applications that bring multiple AI assistants, coding agents, and local models together in a messaging-style workspace. The dated history is too thin to read a shape from — only one pre-index entry exists, so the cluster either predates the index or its older members are undated. Among tracked products, noodle leads with 19 stars, followed by pi-work with 5 and Playa with 1.
  14. Code snippet image generators14 entriesfirst seen 2026-08-31This cluster consists of web apps that transform source code snippets into styled images for sharing on social media and documentation. The dated history is too thin to read a shape from: only two pre-index entries exist, and many members lack source dates. All identified members show negligible traction, each with zero stars.
  15. Telegram trading signal bots14 entriesfirst seen 2026-08-31This cluster consists of Telegram bots that analyze stock, crypto, or exchange price action—often with AI sentiment or technical analysis—and reply with trading signals and portfolio suggestions. The dated history is too thin to read a shape from, with only one pre-index entry, so the cluster's timeline predates the index or most members are undated. Traction is led by goiphanmem1 with 2 stars, while the other two members have 0 stars.
  16. Lecture transcription study tools14 entriesfirst seen 2026-08-31These products record lectures and similar audio, transcribe them (often on-device), and generate timestamped notes, summaries, quizzes, flashcards, or structured study guides. The cluster includes mobile and desktop apps, web platforms, and self-hosted options, with some extending to language learning or product walkthroughs. The dated history before the index start is too thin (only 4 dated entries) to read a shape from, so the cluster likely predates the index or its early members are undated. Among traction signals, profNote leads with 3 stars, followed by whisp and verilecture-v3 with 2 stars each.
  17. Matrimonial matchmaking platforms14 entriesfirst seen 2026-08-31This cluster consists of matrimonial and matchmaking platforms that help users create profiles, search for partners, and communicate. The dated history is too thin to discern a trend, with only 3 dated entries before the index start and 3 members lacking source dates. Traction is led by 'fakeaccountdetection' with 1 star, while 'matrimony' and 'soul-sangam' each have 0 stars.
  18. Roblox script executor packs14 entriesfirst seen 2026-08-30This cluster consists of Windows desktop packages that bundle Roblox script executors and loaders for running Lua scripts in games. The dated history is too thin to read a shape from – the cluster predates the index or its members are undated. Among traction leaders, Xeno-Executor-Hub shows the strongest activity with 150 stars, while other members show little to no traction.
  19. Pricing calculators and rate cards14 entriesfirst seen 2026-08-30These products help businesses set, compare, and present pricing for services, ranging from rate card hubs to tiered pricing guides for speakers and IT service packagers. The cluster's dated history is too thin to read a shape from—only one dated entry exists before the index start, and seven members have no source date. Traction leaders by activity signal are indie-saas-pricing-calculator, pricing-hub, and joy-plan-explorer, each with zero stars.
  20. Farmer procurement queue platforms14 entriesfirst seen 2026-08-29The cluster comprises platforms for booking arrival slots, managing queues, and tracking payments at agricultural procurement centers. The dated entry history before the index start is too thin to discern a timeline shape, with only 0 dated entries. On traction, SIH2026-PS26032 leads with 2 stars, while krishakflow and crop-center-sync trail with 0 stars each.
  21. Pet care product and service websites14 entriesfirst seen 2026-08-28This cluster consists of websites that help pet owners discover, compare, and purchase pet care products and services, or provide related content. Its dated history is too thin to read a shape from: only three pre-index entries exist, so it likely predates the index or most members are undated. On traction, senior-dog-guide ranks highest (0 stars), followed by joyful-paws-project and bigotes-y-colitas.
  22. home care and nursing websites14 entriesfirst seen 2026-08-27This cluster consists of websites for home care agencies, nursing homes, and related care providers, typically presenting service information, contact pages, and sometimes care planning or support resources. The dated history before the index start is too thin to read a shape from—only one dated entry exists, and five members have no source date at all. Among members with activity signals, jamie-home-care, aanadshala, and limat-care lead on traction, though all show zero stars.
  23. AI browser automation extensions14 entriesfirst seen 2026-08-26This cluster consists of browser extensions that leverage AI language models to automate web interactions, primarily by detecting and answering multiple-choice questions and filling out forms. The dated history is too thin to read a shape from – only two dated entries exist before the index start, suggesting the cluster predates the index or many members are undated. Traction leaders include vibe-schooling with 78 stars, Fudan_SafeTest2026 with 37 stars, and Feedback-Automation-Extenstion with 6 stars.
  24. Desktop double-entry accounting apps14 entriesfirst seen 2026-08-26This cluster consists of desktop accounting applications centered on double-entry bookkeeping, with variations targeting households, small retailers, bars, and pre-revenue businesses, often adding invoicing, reporting, or inventory features. The dated history before the index start is too thin (only two dated entries) to discern a trend shape, so the cluster's early momentum cannot be characterized. Traction leaders by activity signal are KhataERP (2 stars), followed by accounting_system and indiAccounting (0 stars each).
  25. Medical document answer chatbots14 entriesfirst seen 2026-08-25This cluster consists of chatbots that answer medical or health questions by retrieving relevant passages from user-provided or knowledge-base documents and generating contextual responses. The cluster's dated history is too thin to read a shape from—it predates the index or its members are undated. On traction, clinic-notes-medical-chatbot leads with 2 stars, while Medical-Chatbot and medical-kb-service have 0 stars.
  26. Tamper-evident legal document platforms14 entriesfirst seen 2026-08-24This cluster comprises document management and evidence-handling platforms that prioritize tamper-evident audit trails, blockchain or IPFS anchoring, role-based access, and secure storage for legal, investigation, and law-enforcement use cases. The dated history is too thin to read a shape from, with only a single entry before the index start. On traction signal, employeelock leads with 2 stars, while DocuRoute and secure-case-files each have 0 stars.
  27. AI civic complaint routing14 entriesfirst seen 2026-08-23This cluster consists of AI-powered platforms that register, classify, route, and track citizen complaints to the appropriate municipal departments or agencies, often with escalation and response-time monitoring. The dated history is too thin to discern a timeline shape, as only two pre-index entries exist. Traction leaders by activity signal include AwaazAI, Intelligent-Complaint-Registration-Agent, and cityfever, each currently at zero stars.
  28. Icon creation and marketplaces14 entriesfirst seen 2026-08-21This cluster comprises web, mobile, and desktop tools for creating, browsing, customizing, exporting, and selling icons and design resources, ranging from admin icon creators to premium asset marketplaces. Dated entries are sparse and irregular: one in Feb 2023, a gap, then single entries in Jan, Mar, Jul, and Aug 2025. Traction is led by Mica with 9 stars, while all other dated members show zero stars.
  29. Employee management tracking systems14 entriesfirst seen 2026-08-20These products focus on employee management, tracking attendance, tasks, staff info, and leave, often with dashboards and authentication. 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, AI-Powered-Real-time-Employee-Management-System stands out with 11 stars, while others have zero.
  30. macOS menu bar organizers14 entriesfirst seen 2026-08-18This cluster comprises macOS utilities that fold, hide, group, and reorder menu bar icons, with some offering drag-and-drop or divider-based control. 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, barkeep leads on traction with 53 stars, followed by open-bar (7 stars) and FoldBar (4 stars).
  31. Clinical triage queue management14 entriesfirst seen 2026-08-17This cluster includes hospital and clinic software for patient triage, emergency room status tracking, and queue-based wait-time prediction. Its dated entry history is too thin to read a shape from, with only 2 dated entries before the index start. OPD-Smartqueue leads traction with 2 stars, followed by AuraHealthAI and Certification_Files with 0 stars.
  32. Self-hosted proxy management panels14 entriesfirst seen 2026-08-17These products are self-hosted web panels for managing VPN and proxy server configurations, supporting multiple protocols such as VLESS, VMess, Trojan, and Shadowsocks, and generating subscription links for client apps. They typically include user account management, traffic quotas, and analytics. The cluster's dated history is too thin to read a shape from—only three dated entries exist before the index start, so it predates the index or its members are undated. Traction leaders are SpiderPanel (1,318 stars), oci-core (105 stars), and pxpanel (32 stars).
  33. Food delivery platforms14 entriesfirst seen 2026-08-17This cluster consists of food delivery platforms connecting customers, restaurants, and delivery partners with real-time order tracking and online payments. The dated history, based on five pre-index entries, shows a lone 2020 creation, then a gap until two entries in June 2025, followed by single entries in June and July 2026 — a sparse pattern with no sustained trend. Among the members with activity signals, Zaika leads with 4 stars, while SwiftBites and foodie-app have 0 stars.
  34. AI procurement and bidding platforms14 entriesfirst seen 2026-08-15This cluster of 13 products applies AI to procurement, bidding, and supply chain management, covering areas such as supplier risk scoring, bid compliance, and autonomous requisition processing. Dated entries before the index start appear in Feb 2025, Jun 2025, Mar 2026, Apr 2026, and May 2026, showing a thin, irregular timeline with no clear acceleration. Traction is led by ERP-AGENT with 16 stars, while Bid-Compliance-Verification-Platform and provenance-guard each have 2 stars.
  35. ChatGPT browser assistant extensions14 entriesfirst seen 2026-08-15This cluster consists of browser extensions that enhance ChatGPT usage, such as opening a popup with selected text for asking or summarizing, crafting better prompts, and auto-triggering prompts via site-search shortcuts. The dated history is too thin to read a shape from—only 2 dated entries exist before the index start, so the cluster predates the index or its members are undated. On traction, ChatGPT-Chat-Grapher leads with 99 stars, followed by hadome and wechat-like-workbench at 7 stars each.
  36. macOS menu bar grid utilities14 entriesfirst seen 2026-08-14This cluster consists of macOS menu bar apps that organize either apps or windows into grid-based layouts, split between launchers and window managers. The dated history is too thin to read a shape from, as no entries exist before the index start. TopDock leads on traction with 2 stars, ahead of WaffleApple and Portable-Windows-Tray-Launcher which each have 1 star.
  37. Classic turn-based grid games14 entriesfirst seen 2026-08-14This cluster comprises browser and mobile/web games where two players take turns marking a grid to align symbols (three or five in a row) or claim boxes (Dots and Boxes). The dated history is too thin to read a shape from — only 0 dated entries exist before the index start, and 9 members have no source date, so the cluster predates the index or its members are undated. Traction leaders are tictactoe and dot-box, each with 0 stars.
  38. DeepSeek Harness desktop launchers14 entriesfirst seen 2026-08-14This cluster consists of desktop launcher applications that manage, install, start, and provide access to the DeepSeek Harness service, with some offering native web-interface windows or system tray integration. The dated history is too thin to read a shape from — it predates the index or its members are undated. Traction is led by dsh-launcher (32 stars), followed by another dsh-launcher (12 stars) and dsh-web-desktop (11 stars).
  39. Job application autofill extensions14 entriesfirst seen 2026-08-14This cluster comprises browser extensions that autofill online job application forms by parsing stored user profiles or PDF resumes, handling fields like custom dropdowns and date components. The dated history is too thin to read a shape from—it predates the index or its members are undated. Leading on traction is autumn-job-assistant-tracker with 168 stars, followed by resume-autofill-agent with 53 stars.
  40. Local AI agent harness desktop apps14 entriesfirst seen 2026-08-13This cluster consists of desktop applications and installers that package, launch, and manage local AI agent harnesses, with an emphasis on Windows compatibility, bundled runtimes, and no-terminal user experiences. The dated history is too thin to read a shape from (only 3 dated entries before the index start), so it predates the index or its members are undated. Among the traction leaders, deepseek-harness-desktop leads with 134 stars, followed by dsh-studio and dsh-portable.
  41. Document Q&A web apps14 entriesfirst seen 2026-08-13This cluster consists of web applications that let users upload PDFs or other documents and ask natural-language questions, with answers retrieved from the document content, often with source citations and sometimes streaming or multi-language support. The cluster's dated history before the index start is too thin to read a shape from—only one dated entry exists, indicating the cluster predates the index or its members are undated. Traction leaders per activity signal are knowledge-base-qa-webapp, docaq, and DocMind-, though all show zero stars.
  42. AI image analysis web apps14 entriesfirst seen 2026-08-13This cluster consists of web apps that let users upload images for automated analysis, returning descriptions, attributes, quality scores, or specific detections such as objects, faces, potholes, and noise. The dated history is too thin to read a shape from, with only three dated entries before the index start and nine undated members. The leading traction signals come from korgi-vision-oss and Report-Card (each with 1 star), followed by Context-Aware-Advertising (0 stars).
  43. Massage studio booking websites14 entriesfirst seen 2026-08-13This cluster comprises websites for massage studios that present services, benefits, contact details, and online booking, with some offering client portals. The dated history is too thin to read a shape from—the cluster predates the index or its members are undated. Traction signals are minimal, with all leading products at zero stars, indicating no standout leader yet.
  44. AI marketing content and strategy tools14 entriesfirst seen 2026-08-13This cluster comprises AI-powered tools that generate, refine, and analyze marketing content—including ad copy, landing pages, videos, and creative variations—as well as brand and go-to-market strategy planning. The dated history before the index start shows two early entries in July 2025, followed by sporadic single entries from November 2025 through July 2026, indicating a thin but ongoing trickle of new products. Among traction leaders, copylab-ai has the highest activity signal with 2 stars, ahead of CopyMonster (1 star) and remix-engine (0 stars).
  45. Mac activity timeline apps14 entriesfirst seen 2026-08-12This cluster consists of macOS desktop apps that record on-screen activity, audio, or app usage into a private, locally stored timeline, often using AI to classify or answer questions about past work. The cluster's dated history is too thin to read a shape from: there are no pre-index entries, so it either predates the index or its members are undated. Traction is led by openhistory (105 stars), followed by afterray (27 stars) and desklore (4 stars).
  46. S3-compatible storage browsers14 entriesfirst seen 2026-08-12This cluster consists of desktop and macOS apps for browsing and managing files in S3-compatible cloud object storage, covering uploads, downloads, object previews, and multi-account support. The cluster's dated history is too thin to read a shape from, with only two dated entries on record. In terms of traction, dataset-viewer leads by a wide margin with 1,001 stars, compared to 3 stars each for S3Workbench and object-storage-manager.
  47. Garment production management systems14 entriesfirst seen 2026-08-12This cluster consists of production management and traceability systems for clothing and garment factories, covering orders, inventory, workflows, cutting, and role-based access. The dated history before the index start is too thin to read a shape—only two dated entries exist, so the cluster predates the index or its members are undated. Traction leaders by activity signal are konveksime, ApparelFlow-ERP, and marraquetablindada, each with zero stars.
  48. WeChat AI assistant bots14 entriesfirst seen 2026-08-12This cluster comprises AI assistant bots for WeChat that automate replies, retain context, and perform tasks like reminders and web search, with some emphasizing local deployment and style learning. The dated history before the index start is too thin to read a shape from, as no dated entries exist prior to August 2026. In terms of traction, wechat-jev-assistant leads with 13 stars, followed by jev-chat-windows-laya at 3 stars and wechat-ui-agent at 2 stars.
  49. Desktop messaging web wrappers14 entriesfirst seen 2026-08-12This cluster consists of desktop applications that wrap web-based messaging, notification, or business platforms in native windows, adding features like tray integration, native notifications, and account support. The dated history shows five entries scattered between November 2022 and February 2025, with irregular gaps, so no consistent release pattern is evident. Traction leaders, all with zero stars, are ZapZap, is-fleet-desktop, and legolas_desktop.
  50. Telegram AI chatbots with memory and web search14 entriesfirst seen 2026-08-11This cluster consists of Telegram chatbots that use AI to hold conversations, remember user history or context, and search the web for answers; one also understands images. The cluster's dated history is too thin to read a shape from, as there are no dated entries before the index start. On traction, ArtinAI and Telegram-AI-Bot lead with 1 star each, while face_recognition_telebot has 0 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.