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WHITESPACE · CLUSTER INDEX · 10,148 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 10,148 of them, 50 to a page.

  1. Standalone games for Incriveis Jogos Portal8 entriesfirst seen 2026-08-22This cluster consists of standalone video game releases offered through the Incriveis Jogos Portal. 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 these are colorincrivelNew, incrivelcanastraNew, and incrivelletrasNew, each currently at 0 stars.
  2. Timer and time-tracking apps8 entriesfirst seen 2026-08-20This cluster consists of timer and time-tracking applications, including interval timers, activity trackers, and game-time tracking. The dated history before the index is too thin to read a shape from — only four dated entries exist, so it predates the index or its members are largely undated. The top traction leader is a timer-app with 2 stars, while others have 0 stars.
  3. AI schoolwork study assistants8 entriesfirst seen 2026-08-20This cluster consists of AI assistants aimed at school students, covering tasks such as answering questions, explaining vocabulary, writing essays, taking notes, organizing homework, and completing assignments in math, research, code, and presentations. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. On traction, xuegong-buddy leads with 1 star, while Upi and imadejtt85 show no stars.
  4. Local dev server management dashboards8 entriesfirst seen 2026-08-19This cluster covers local developer tools that provide a single dashboard for starting, stopping, and monitoring multiple development projects, with features like permanent ports, port conflict checks, and per-project settings. The dated history before the index start is too thin to read a shape from, with no dated entries recorded. On traction, wsl-command leads with 27 stars, followed by server-studio (15) and dev-hub (1).
  5. Codex provider switchers8 entriesfirst seen 2026-08-19The dated history is too thin to read a shape from — only 0 dated entries exist before the index start. The cluster focuses on tools that switch between different API and local models for Codex while preserving conversation history and settings, with some enabling bidirectional migration with DeepSeek Harness. Traction leaders are yl-instruct-codex-Gpt-5.6 (14 stars), CodexShift (2 stars), and codex-connection-helper (1 star).
  6. Occupational safety compliance platforms8 entriesfirst seen 2026-08-19This cluster comprises web-based tools for occupational health and safety compliance, covering risk assessments, training, PPE management, audits, and regulatory tracking across industries like construction, manufacturing, and food safety. The dated history is sparse and irregular, with six entries spread from June 2025 to June 2026, showing no clear growth pattern. Traction leaders are kpp-safety-form, eu4fs-sistemi, and hseq-visual-inspection-agent, each with 0 stars, indicating weak activity signals.
  7. community management chat bots8 entriesfirst seen 2026-08-19This cluster consists of chat bots that handle support tickets, giveaways, moderation, and member-related announcements for online communities, primarily on Discord. 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, Mod-Bot leads with 3 activity stars, while Bot and Dc-bot both have 0 stars.
  8. fruit fly brain simulators8 entriesfirst seen 2026-08-18This cluster consists of four projects that simulate or gamify a fruit fly brain, ranging from a desktop pet driven by a live spiking neural simulation of the FlyWire connectome to a browser-based connectome playground for games and perception tasks. The cluster's dated history is too thin to read a shape from — only a single dated entry exists before the index start, and most members appear undated or predate the index. Traction is led by desktop-fly with 767 stars, while the other two tracked members (LoFly and kick-the-fly) each have just 1 star.
  9. Loot drop calculators8 entriesfirst seen 2026-08-18This cluster contains web tools for generating, estimating, and simulating randomized loot drops and rewards, with a focus on probability-based mechanics and games like Rust. The dated history is too thin to read a shape from—no dated entries exist before the index start and members are undated. Traction leaders by activity signal are PrismLoot, loot-calculating, and plundertracker, each with 0 stars.
  10. Birthday reminder bots and apps8 entriesfirst seen 2026-08-18This cluster consists of web apps and Telegram bots that track birthdays and deliver timezone-aware reminders via email, Telegram, or chat. Only one pre-index entry is dated, making the cluster's dated history too thin to read a shape from. The traction leader is Birthday-Reminder-Bot with 3 stars, while other members have 0 stars.
  11. New tab workspace extensions8 entriesfirst seen 2026-08-18This cluster consists of browser extensions that replace the new tab page with customizable workspaces, incorporating elements such as backgrounds, shortcuts, tab groups, tasks, and focus timers. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. Among members, Zenith_chrome-extension-v2 leads on traction with 8 stars, while tab-brain and tab-bundlr have 0 stars.
  12. WhatsApp voice note transcribers8 entriesfirst seen 2026-08-18This cluster consists of tools that transcribe WhatsApp voice notes into text, running as browser extensions, Windows apps, or local web apps, with features like on-device processing, language selection, playback, export, and searchable history. The dated history before the index start is too thin to read a shape from, as only 0 dated entries exist. WakeGPT leads on traction with 167 stars, followed by whatsapp-voice-to-text (11 stars) and sera-relay (0 stars).
  13. Utility outage reporting portals8 entriesfirst seen 2026-08-18This cluster comprises utility and community web portals for real-time outage updates, fault reporting, and self-service account tools for customers, including an interactive tool for reporters and a scheduled-outage app for Ukraine. Its dated entry history before the index start is empty, so its trajectory is too thin to read a shape from; the cluster appears to predate the index or its members are undated. The traction leaders are walangbrownout-fc4a58b7, PowerTrack, and Homepage | Endeavour Energy, each with 0 stars.
  14. Document creation and formatting tools8 entriesfirst seen 2026-08-17This cluster comprises tools that automate document creation, formatting, and processing for user groups like coaches, charity workers, students, and freelancers. The cluster's dated history is too thin to read a shape from, with only a single dated entry before the index start, so its origins predate the index or its members are undated. Traction leadership is held by document-generator with 2 stars, while other members show no activity signal.
  15. AI browser code editors8 entriesfirst seen 2026-08-16This cluster consists of web-based code editors that run projects in the browser and provide AI chat and code completion using local language models. The cluster's dated history is too thin to read a shape from, as no dated entries were recorded before the index start. Traction is led by InfinityCoder2.0 with 1 star, while the other two members have 0 stars.
  16. New tab dashboard extensions8 entriesfirst seen 2026-08-16This cluster consists of browser extensions that convert the new tab page into a personal dashboard for productivity and organization. These tools feature live snippets, focus prompts, quick links, tasks, notes, and timers. The cluster's dated history is too thin to read a shape from -- it predates the index or its members are undated. In terms of traction, personal-tracker-extension leads with 2 stars.
  17. AI gold and bitcoin trading tools8 entriesfirst seen 2026-08-16This cluster consists of AI-powered trading tools focused on gold and bitcoin markets, using multi-timeframe analysis, AI agents for setup validation and explanation, and automated strategy adjustment from past outcomes. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. In terms of traction, 2pa-agent-rust leads with 10 stars, followed by MiniFondoCueva with 7 stars and fly-gold-trader with 4 stars.
  18. AI writing and chat toolkits8 entriesfirst seen 2026-08-16This cluster consists of web apps offering free AI utilities for chat, text summarization, rewriting, translation, proofreading, and PDF/image processing, with some adding code conversion and image generation. The dated history is too thin to read a shape from—only two dated entries exist before the index start, so the cluster predates the index or its members are undated. Traction leaders, based on activity signal, are AI-Tools, prism, and aikittools, all with zero stars.
  19. Self-hosted network diagnostics8 entriesfirst seen 2026-08-16This cluster covers self-hosted network diagnostics tools that run tests such as ping, traceroute, DNS lookup, port checks, and bandwidth measurements from agents or browsers. The cluster's dated history is too thin to read a shape from, as it has no dated entries before the index start; this suggests it predates the index or members are undated. Among members with activity signals, network-doctor leads with 3 stars, while MapMyLAN and AdminForge each have 1 star.
  20. Mac-Android second display tools8 entriesfirst seen 2026-08-16This cluster comprises utilities that turn Android devices into second displays, touchpads, keyboards, or screen mirrors for Macs, with some also enabling input and stylus support. The cluster's dated history is too thin to read a shape from – it predates the index or its members are undated. Among members with activity signals, mirror-kit leads with 10 stars, followed by scrcpy-viewer (2 stars) and tab-display (1 star).
  21. Real estate listing platforms8 entriesfirst seen 2026-08-15This cluster comprises real estate platforms offering public property search and listings, along with an admin panel for managing properties, agents, and inquiries. The dated history is too thin to read a shape from, with only two dated entries before the index start. Cabinet-berthier leads on traction with two stars, followed by jerusalem-rent and luxury-estates at zero stars.
  22. Browser-based virtual pianos8 entriesfirst seen 2026-08-15This cluster consists of browser-based virtual piano tools that let users play via keyboard or on-screen keys, switch instrument sounds, record and replay melodies, and sometimes include advanced features like realistic sample velocities or sheet-music playback. The dated history before the index is too thin to read a shape from, as only 3 dated entries exist, all predating the index start. Among members with activity signals, music-keyboard leads with 1 star, while AutoPiano-Maestro and Piano - Simple Piano Recording have 0 stars.
  23. USB Touchscreen macOS Utilities8 entriesfirst seen 2026-08-15This cluster consists of macOS utilities that repurpose USB touchscreens, translating touch input into mouse events or mapping them to a second display. The dated history before the index start is too thin to read a shape from, as no members have source dates prior to 2026-08. Among the members, macos-touchscreen leads in traction with one star, while the others have none.
  24. Virtual tree creation tools8 entriesfirst seen 2026-08-14This cluster consists of three products that let users generate or grow virtual trees, including decorative bonsai trees via a command-line app, a desktop companion that grows a bonsai reflecting user activity, and a web app for playful baobab tree variations. The cluster's dated history is too thin to read a shape from—it has only one dated entry predating the index start. The traction leader is dallae_app_web, though all three members have zero stars, indicating minimal user activity.
  25. IoT environment sensor dashboards8 entriesfirst seen 2026-08-14These products are web dashboards that visualize sensor data from IoT devices, typically for environmental monitoring (temperature, humidity, pressure) and sometimes energy or specific device metrics. 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 Dashboard, Ambient-Monitor, and monitoreo-app, though all show zero stars.
  26. AI travel itinerary planners8 entriesfirst seen 2026-08-14This cluster consists of AI applications that generate personalized travel itineraries and recommendations based on user preferences and destinations. The dated history is too thin to read a shape from – only two dated entries exist before the index start, so it predates the index or its members are undated. Among traction leaders, anotara-ai-travel-planner shows the highest activity with 2 stars, while Itinare and AI-travel-planner have 0 stars each.
  27. WhatsApp chatbot dashboards8 entriesfirst seen 2026-08-14This cluster consists of SaaS platforms for deploying, configuring, and managing WhatsApp chatbot services via dashboards, QR-code linking, and step-by-step wizards. The dated history before the index is too thin to read a shape from—only one dated entry exists. Traction leaders, listed by activity signal, are wifi-TRICORE-DATA-MEDIA, hosting, and PulseChat, though all currently show zero stars.
  28. White-label SaaS platforms8 entriesfirst seen 2026-08-14This cluster consists of white-label SaaS platforms that enable companies to rebrand and resell a variety of services, including banking, APIs, skincare stores, IT asset lifecycle, and iOS app signing. Only one member has a dated entry 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 traction, the three named members (skincare-store, apigitnew, api) all show zero stars, so no single product leads.
  29. Multi-source video aggregator players8 entriesfirst seen 2026-08-14This cluster consists of self-hosted movie and TV aggregator players that combine multiple video sources, support external players, danmaku, subtitles, and offline downloads, with some offering AI-assisted recommendations and synchronized viewing. 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 three MoonTVPlus variants (dc0df, ef674, 36b96), all with zero stars, indicating minimal external engagement.
  30. Luau script obfuscation and deobfuscation tools8 entriesfirst seen 2026-08-13Cluster of web tools for obfuscating, deobfuscating, and decompiling Luau scripts used in Roblox games. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. Traction leaders by activity signal are Chat-LGBT, MoonSec-V3-Deobfuscator, and botobfuscate-, all with 0 stars.
  31. AI selling content for TikTok/Shopee8 entriesfirst seen 2026-08-13This cluster covers AI tools that generate video scripts, presenter videos, or livestream scripts for TikTok Shop and Shopee sellers, including Malay-language affiliate marketing scripts delivered via web and Telegram. The dated history is too thin to read a shape from—only 3 dated entries exist before the index, and 2 members have no source date. In terms of traction, sellflow leads with 1 star, while windowmuse_public and TikCut each have 0 stars.
  32. Real-time booking platforms8 entriesfirst seen 2026-08-13This cluster consists of real-time booking platforms that prevent double-bookings via seat locking, holds, and conflict resolution across ticketing, reservations, and scheduling. The dated history is too thin to read a shape from, with only two dated entries before the index start. Traction leaders, based on activity signal, are Seatlock, maida, and sync-ride-safe, each with 0 stars.
  33. Self-hosted WeChat AI bridges8 entriesfirst seen 2026-08-13This cluster comprises self-hosted bridges that connect WeChat messages to local AI models, coding assistants, or agents, enabling chat interactions, control, and file sharing. 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 clawbridge and ServerMoe, each with 6 stars, followed by wechatai with 1 star.
  34. Voice-enabled document Q&A assistants8 entriesfirst seen 2026-08-13This cluster comprises voice-enabled question-answering systems that use retrieval-augmented generation (RAG) over documents, with speech recognition and grounded citations. The dated history is too thin to read a shape from—only one entry exists before the index start, so the cluster predates the index or its members are undated. Traction is led by advanced-rag-assistant, which has the highest activity signal at one star, while the others currently show zero.
  35. Cross-platform network ping tools8 entriesfirst seen 2026-08-13This cluster comprises lightweight cross-platform network diagnostic tools that focus on ping testing, real-time latency visualization, multi-target monitoring, and packet inspection. The dated history is too thin to read a shape from, as only two dated entries exist before the index start, indicating the cluster predates the index or its members are undated. Among traction leaders, kuai-ping leads with 7 stars, while trazip and sping-bin have no stars.
  36. Desktop YouTube downloaders8 entriesfirst seen 2026-08-13This cluster comprises desktop applications for downloading YouTube videos as MP4 or extracting MP3 audio, offering features like progress display, destination selection, and adjustable audio quality. The dated history is too thin to read a shape from, with only one entry before the index start, indicating the cluster predates the index or its members are largely undated. Traction leaders are yt-downloader with 2 stars and YT-Downloader with 1 star, while stash trails with 0 stars.
  37. PDF to narrated audio apps8 entriesfirst seen 2026-08-13This cluster consists of apps that convert PDF content into narrated audio, enhanced with AI-driven summaries, customizable voices, and in one case speaker detection and tutoring explanations. With only three dated entries before the index start, the cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. On the activity signal, NaturalReader - Text To Speech, isabiread, and VoiceLogue each show 0 stars, so no product leads on traction.
  38. macOS Quick Look file previews8 entriesfirst seen 2026-08-13This cluster comprises macOS Quick Look extensions that preview diverse file types in Finder, including 3D CAD models, G-code, JSON, Markdown, and source code. The cluster's dated history is too thin to read a shape from, as only 0 dated entries exist before the index start. Among traction leaders, mac-cad-preview leads with 8 stars, followed by loupe with 1 star and EBookQL with 0 stars.
  39. Crypto trading bots8 entriesfirst seen 2026-08-12This cluster comprises autonomous crypto trading bots that ingest live market data and use either language models or technical indicators to generate trade decisions, with execution and monitoring dashboards. The dated history is too thin to read a shape from, as there are zero dated entries before the index start. Among the three members, tradingia, tradingagents-telegram-bot, and jev-trader each show 0 stars on the activity signal, so no single traction leader emerges.
  40. movie ticket booking platforms8 entriesfirst seen 2026-08-12This cluster consists of full-stack movie ticket booking platforms with real-time seat selection, payment processing, and admin or booking management. The dated history before the index start is too thin to read a shape from, with only three dated entries. Among traction leaders, Hot-Corner leads with 2 stars, while two others have 0 stars.
  41. macOS screen savers8 entriesfirst seen 2026-08-12A cluster of macOS screen savers and utilities, including recreations of classic 3D pipes, procedural ASCII art, live camera input, animated text effects, aquarium simulation, and a utility to reduce UI animation stuttering. The cluster's dated history is too thin to read a shape from – it predates the index or its members are undated. Traction leaders: omacy (16 stars), macos-animation-fix (11 stars), and idlescreen (3 stars).
  42. macOS menu-bar music players8 entriesfirst seen 2026-08-12The cluster consists of macOS menu-bar applications for streaming music and radio, each tied to a specific source (Yandex, YouTube, Radio Record, or global stations). The dated history is too thin to read a shape from—only 0 dated entries exist before the index start, so the cluster predates the index or its members are undated. Among traction leaders, mooziac leads with 43 stars, while record-player-macos and mywavebar each have 2 stars.
  43. AI PDF translation tools8 entriesfirst seen 2026-08-12This cluster consists of desktop PDF/e-book readers and reference-manager plugins that translate academic papers while preserving original layout, images, formulas, and tables, often integrating AI assistants or multiple AI providers via user-supplied API keys. 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. Traction is led by codex-bilingual-reader-for-zotero (19 stars), followed by BabelDOC-Studio (4 stars) and PolyglotPDF (0 stars).
  44. Offline desktop video editors8 entriesfirst seen 2026-08-12This cluster consists of offline-first desktop video editors offering multi-track timelines, color grading, keyframe animation, captions, and portable MP4 export. The cluster's dated history is too thin to read a shape from, with zero dated entries before the index start, indicating members predate the index or are undated. Traction is led by FinalVideoEditor with 1 star, followed by Clipmaster and OpenCut each with 0 stars.
  45. Humorous AI resume roasters8 entriesfirst seen 2026-08-12This cluster consists of web apps that use AI to critique resumes with humorous, roast-style feedback, often alongside professional or job-match modes. Only one member has a source date before the index began, so its dated history is too thin to read a shape from — it likely predates the index or most members are undated. Traction leaders, based on activity signal, are resume-roaster, AI-Resume-Roaster, and roastmycv, all showing 0 stars.
  46. Telegram hotel service bots8 entriesfirst seen 2026-08-12This cluster consists of Telegram bots that provide hotel-related services such as guest support, search and booking, and concierge assistance. The cluster's dated history is too thin to read a shape from, with only two dated entries before the index start, so it predates the index or its members are undated. Traction is effectively flat: the three listed leaders each have zero stars, indicating no clear traction leader.
  47. Visual game narrative editors8 entriesfirst seen 2026-08-12This cluster comprises visual tools for designing branching game narratives, quests, and dialogue, with some offering AI-assisted drafting and state management. 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 LT (6 stars), followed by mimirtalk-webui (3 stars) and Aippy: Game Maker (0 stars).
  48. Telegram channel forwarding bots8 entriesfirst seen 2026-08-12This cluster consists of Telegram bots that automate message forwarding between channels, with features such as configurable filters, scheduling, admin controls, and analytics. The dated history is too thin to read a shape from, as only one entry predates the index start, so the cluster likely predates the index or its members are undated. Among traction leaders, DestinyRestrict leads with 6 stars, followed by Multi_sender with 2 stars and Dealskoti_Auto_Forwader_Bot with 1 star.
  49. Bybit range detection tools8 entriesfirst seen 2026-08-11This cluster includes web apps that scan Bybit derivatives on 1-hour, 4-hour, and daily timeframes to identify well-defined trading ranges, plus one tool that reads Bitcoin's daily risk regime for allocation suggestions. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. All tracked members show zero activity signal, so no single product leads on traction.
  50. Cooperative member platforms8 entriesfirst seen 2026-08-11This cluster comprises web platforms for cooperative organizations, offering member information, administrative content management, and member portals with payments and loan or membership application processing. The dated history before the index start is too thin to read a shape from, as there are no dated entries. On traction signals, TIMGASMPC-Website leads with 2 stars, while the other two members have none.

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.