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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. AI full-stack app builders8 entriesfirst seen 2025-01-23This cluster consists of AI-powered web platforms that generate, build, run, edit, and deploy full-stack applications from natural-language prompts in the browser. The dated entries before the index start show a gradual decline from two per month in early 2025 to one per month by late 2025. The traction leaders, including Bolt, all report zero stars, indicating minimal public traction.
  2. AI image generation services8 entriesfirst seen 2025-01-23This cluster consists of AI image generation services that create images from text prompts and monetize through credits or subscriptions. The cluster's dated history is too thin to read a shape from, since only four dated entries exist before the index start. unstill- and ai_image lead on activity signal (0 stars each), followed by Imagify with 3 stars.
  3. AI-assisted web scraping tools8 entriesfirst seen 2025-01-22This cluster consists of web-based tools that use AI to assist with scraping and extracting data from websites, ranging from keyword extraction to generating design systems from URLs. The dated history before the index start is too thin (only four dated entries) to read a shape from, so the cluster appears to predate the index or have many undated members. Traction is led by spidercreator with 223 stars, followed by Scrapstyle with 32 stars.
  4. Custom desktop chat clients8 entriesfirst seen 2025-01-16This cluster consists of desktop chat clients and mods that customize or enhance existing platforms such as Discord, ChatGPT, and Claude. Its dated history shows a single entry in 2021, a gap until two entries in 2025, then two more in early 2026, indicating sparse but recurring activity. Traction leaders (claude-opus-5-desktop, Legcord, Equibop) each report zero stars, so overall traction is minimal.
  5. Hotel staff booking management apps8 entriesfirst seen 2025-01-13This cluster consists of internal web applications that help hotel staff manage cabins, bookings, and guest records. Dated entries appear sporadically from January 2025 to February 2026, with single entries in most months but gaps in between. The-Hill-Hotel leads in activity signal with 2 stars, followed by The-Wild-Oasis-Business-Interface with 1 star; two members have no source date.
  6. AI PDF signing apps8 entriesfirst seen 2025-01-13This cluster comprises mobile and iOS apps that use AI to generate, refine, or customize digital signatures and then sign PDFs, often adding scanning, form-filling, templates, watermarks, or remote signature requests. Dated entries appear sporadically from mid-2024 through early 2025, then become more frequent in early 2026, with monthly entries from February to April 2026. Traction leaders by activity signal are Sign Docs: AI Sign & Scanner, Signature Maker - e Sign App, and eSign AI - AI Signature Maker, all currently showing zero stars.
  7. CGM glucose monitoring apps8 entriesfirst seen 2025-01-12This cluster comprises applications that display real-time glucose readings from continuous glucose monitoring systems, spanning smartwatch, desktop, and terminal platforms. The cluster has only 3 dated entries before the index start, so its dated history is too thin to read a shape from. Traction leaders, each with 0 stars on their activity signal, include sugarrush-bin, LibreLinkUpDesktop, and BG2BangleJS.
  8. Cryptocurrency portfolio management tools8 entriesfirst seen 2025-01-11This cluster consists of tools for managing and securing cryptocurrency holdings, including tracking balances, rebalancing portfolios, fraud detection, and hardware-based reward management. The dated history is too thin to read a shape from, as only three dated entries exist before the index start, so the cluster predates the index or its members are largely undated. On traction, crypto-suite-helper, Tool-Memecoin, and wallet-tracker are the activity leaders, each with 0 stars.
  9. AI full-stack app generators8 entriesfirst seen 2025-01-10This cluster comprises web and desktop applications that generate full-stack applications from natural language prompts, with users able to select among multiple AI models. The dated entry history before the index shows the highest count in January 2025 (4 entries), followed by 2 in February 2025, 1 in June 2025, and 1 in January 2026, indicating early activity that tapered off over time. Traction leaders are codinit-dev-1.2.4 and integrityFamily, each with 1 star, and syl with 0 stars.
  10. Browser-based AI web development agents8 entriesfirst seen 2025-01-02This cluster consists of AI-powered web development agents that allow building, editing, running, and deploying full-stack applications directly in the browser without local configuration. The dated entries before the index start show a concentration in January 2025 (six entries) with only one entry each in March 2025 and April 2026, indicating an early cluster followed by sporadic additions. OMINI-BUILDER leads on traction with 3 stars, while bolt and voice have 0 stars.
  11. Playful terminal animations8 entriesfirst seen 2025-01-01This cluster comprises small-scale visual amusements that run in terminal windows or as simple desktop/web apps—characters like dancing parrots and crows, fire and fireworks effects, bouncing text, and mouse-cursor trails. Dated entries before the index start show a lone 2016 entry, a long gap, then a small run of entries in early 2026. Traction is led by MouseFx with one star, while temo-bin and terminal-fireworks show no stars.
  12. VPN and network configuration tools8 entriesfirst seen 2024-12-01This cluster consists of desktop and web applications for managing VPN connections, router settings, and network infrastructure. Entries appeared sporadically across 2023 to early 2026, with each dated month having exactly one entry, but no clear trend is discernible. Traction leaders are all at 0 stars, indicating minimal adoption or activity.
  13. NFC screen time blockers8 entriesfirst seen 2024-11-07This cluster consists of mobile apps that use NFC tags or cards to block or unlock distracting apps, often paired with focus sessions and accountability features. The dated entries are sporadic, from November 2024 to June 2026, including two in September 2025. The traction leaders are Tapd: Screen Time Control, FWRD - Screen Time, and Normal: Screen Time Control, each with 0 stars.
  14. AI recipe import and meal planning apps8 entriesfirst seen 2024-10-14This cluster consists of mobile apps that use AI to import recipes from social media, websites, and images, then organize them into cookbooks with meal planning and grocery lists. The dated entries show an isolated 2017 arrival, a long pause until late 2024, and a modest series of additions through the first half of 2026, with the most recent pre-index entry in May 2026. The traction leaders on activity signal are Magic Spoon: Recipe Manager, Receitei: AI Recipe Manager, and Hearth - Recipe Manager, each with zero stars, indicating minimal observed traction.
  15. Number base conversion utilities8 entriesfirst seen 2024-09-26This cluster comprises utility apps that convert numbers between binary, octal, decimal, and hexadecimal, with step-by-step explanations across mobile and desktop platforms. Their dated history shows sporadic entries from May 2022 to June 2025, with the only month having more than one entry being May 2022 (two entries). None of the traction leaders stand out, as all three (binax, Banix-project, Encoding Explorer) have zero stars.
  16. Magic eight ball fortune apps8 entriesfirst seen 2024-09-23This cluster consists of novelty apps that simulate a magic eight ball, giving randomized fortune-telling answers to user questions. The cluster's dated history is too thin to read a shape from, as only two dated entries exist before the index start, and two members are undated. Traction leaders include Clairvoyant and Valentin's PowerTools #006 - Yes XOR No? but all show zero stars, indicating minimal observed activity.
  17. Desktop wrappers for web platforms8 entriesfirst seen 2024-09-20This cluster comprises desktop clients that wrap web-based platforms—mostly educational tools like LMS, language learning, and course materials, plus an enterprise ERP—into native windows, sometimes adding offline sync or file system access. The five dated entries before the index start (Sep 2024, Jan 2025, Jun 2025, Feb 2026, Mar 2026) appear at irregular intervals with a long pause from mid-2025 to early 2026, so no clear growth pattern is evident. Traction is led by wvw.dev-app with 7 stars, while other named members show zero stars.
  18. VPN and proxy routing apps8 entriesfirst seen 2024-08-12This cluster consists of VPN and proxy client apps, primarily for Android, that route device traffic through protocols such as SOCKS5, HTTP, SSH, or L2TP/IPsec, often with per-app or split-tunneling features. Entries appear sporadically from January 2023 through July 2026, with no clear trend. Among dated members, chromesplit leads in traction with 2 stars, while Exclave and DumDum have 0 stars.
  19. Comic archive readers and packagers8 entriesfirst seen 2024-07-12This cluster consists of desktop and mobile applications for reading and packaging comic and manga scans, primarily handling CBZ, CBR, and PDF files with features like progress tracking, collections, and fullscreen reading. 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. Traction leaders by activity signal are comic-packager (1 star), followed by Comic Reader CBR, CBZ & PDF (0 stars) and comicreader (0 stars).
  20. Casual 3D island fishing games8 entriesfirst seen 2024-06-18This cluster consists of casual 3D fishing games where players cast from an island pier or dock, wait for bites, and reel in fish, with some variations like open-ocean settings and blocky characters. The dated history is too thin to read a shape from, as only one entry has a source date before the index start. Traction is led by gofish, remix-of-go-fish, and go-fish, all with 0 stars.
  21. Streamer community platforms8 entriesfirst seen 2024-06-17This cluster consists of social platforms that help streamers and VTubers build official websites, fan communities, and engagement channels, with features like live streaming, events, and challenges. The dated history before the index is too thin to read a shape from—only 2 dated entries exist, so it predates the index or members are largely undated. Traction leaders by activity signal are POYO-Live stream, Go Live, vtuber-community-site, and StreamPhaze, all with zero stars, indicating early-stage or low-signal activity.
  22. Password manager apps8 entriesfirst seen 2024-05-01The cluster consists of password manager applications that securely store and organize user passwords. The dated entry history is thin, with five entries spread across 2017, 2023, 2024, and 2025, showing no consistent trend. Traction is led by password-saver, followed by passpicker-bin and Keep It password manager, though all currently show zero stars.
  23. Matroska video editing tools8 entriesfirst seen 2024-03-27This cluster consists of tools for creating, inspecting, and editing Matroska (MKV) container files, focusing on chapter markers, stream merging/splitting, and video release preflight tasks. The dated history is too thin to read a shape from—only 3 dated entries exist before the index start, so no trend can be discerned. The traction leaders are creator-preflight, chaptereditor, and MKVToolNix, each with 0 stars.
  24. Islamic prayer-timed app blockers8 entriesfirst seen 2024-03-26This cluster consists of mobile apps that block distracting apps or activate Do Not Disturb modes during Islamic prayer times, often adding Qibla direction, prayer notifications, and habit tracking for Muslim users. The dated entry history before the index start shows a single entry per month across a roughly two-year span (March 2024 to May 2026), indicating a slow but steady trickle of new products. The traction leaders are FocusDeen: Muslim Screen Time, KahfGuard: Screen Time Control, and Parental Control - Kahf Kids, each with 0 stars, so no product has yet stood out. The cluster is characterized by a focus on combining screen time control with Islamic practice, targeting Muslim families and individuals seeking to reduce distraction during worship.
  25. Encrypted music format converters8 entriesfirst seen 2024-03-21This cluster contains tools that decrypt and convert audio files from Chinese streaming services (NetEase Cloud Music, QQ Music, Kugou, Kuwo) into standard MP3 or FLAC formats. The dated history includes only two entries before the index start, making the timeline shape unreadable — the cluster predates the index or its members are largely undated. Among the members, music-geshizhuanhuan leads on traction with 27 stars, well ahead of ncm-studio (1 star) and ncm-converter (0 stars).
  26. PC-to-headset VR streaming8 entriesfirst seen 2024-01-13This cluster comprises software that streams PC-hosted VR games to standalone headsets over Wi-Fi, including a streaming server, a launcher, and a dashboard. The cluster's dated history is too thin to read a shape from, with only four dated entries before the index start. On traction, wivrn-dashboard, WiVRn server, and alvr-launcher-bin lead with zero stars each.
  27. Microprocessor simulators and assemblers8 entriesfirst seen 2024-01-05This cluster comprises educational tools for learning assembly and computer architecture, including simulators, assemblers, and IDEs for architectures such as RISC-V, 6502, 8085, ARMv7, MIPS32, and Tiny Basic. The dated history before the index start includes only four entries, which is too thin to discern a trend shape; the cluster likely predates the index or many members lack source dates. Traction is led by microprocessor_8085 with 2 stars, while other members show no activity signal.
  28. Offline game collections8 entriesfirst seen 2023-10-10These products bundle casual, arcade, puzzle, word, board, card, and dice games designed for offline play, often without ads. Dated entries before the index begin appear sporadically from October 2023 through May 2026, with no clear pattern across the five releases. ProcWatch leads traction with 3 stars, while other members have 1 or 0 stars.
  29. Focus and distraction-blocking apps8 entriesfirst seen 2023-09-19This cluster comprises productivity apps that block distracting apps during timed sessions, schedule time blocks, and track focus sessions, goals, and progress. The cluster's dated history is too thin to read a shape from—it predates the index or its members are undated. Among the few members, Win Life: Block Apps, Do Tasks leads on traction signal, though all show zero stars.
  30. Apple Music desktop clients8 entriesfirst seen 2023-07-07This cluster covers desktop clients and integrations that bring Apple Music to Linux and macOS, including GNOME desktop integration, Discord presence, and iPod library management. The dated history before the index start shows sporadic entries in 2023, a single entry in late 2025, and a small cluster of five entries in mid-2026. Among tracked members, cadence leads on traction with 60 stars, followed by platter with 10 and refrain with 0.
  31. Hardware event notifiers8 entriesfirst seen 2023-06-28This cluster comprises desktop utilities that surface system hardware events (USB, Bluetooth, network, power, volume, brightness, battery) as on-screen notifications. The cluster's dated history is too thin to read a shape from, as only three dated entries exist before the index start. Among members with activity signals, Notiglow leads with 4 stars, followed by lumen (3 stars) and HardwareGrowler (0 stars).
  32. Blood pressure monitoring apps8 entriesfirst seen 2023-06-02This cluster consists of mobile apps for recording blood pressure readings and tracking trends, with some offering clinical classification and data export. The dated history before the index start is too thin to read a shape from — only four dated entries exist. All traction leaders (bp-local-monitor, Blood pressure monitor, Blood Pressure) show zero stars, so no product leads on activity.
  33. Visual todo progress trackers8 entriesfirst seen 2023-05-08This cluster consists of to-do list applications that emphasize visual progress tracking, including strikethrough styling on mobile and meter-style indicators on desktop. The cluster's dated history is too thin to read a shape from, with only four dated entries before the index start. Traction leaders, based on activity signal, are todometer-bin, Strike, and Agenda, each at 0 stars.
  34. Markdown enhancement tools8 entriesfirst seen 2023-04-27This cluster comprises tools that extend Markdown's core capabilities, including callout syntax, table formatting, code-block execution, and rendering on code-hosting sites. Entries appeared sporadically between May 2022 and February 2026, with the most (two) in April 2023. The traction leader is comark-webext with 14 stars, while other listed members have none.
  35. network signal monitors8 entriesfirst seen 2023-04-06This cluster consists of tools that monitor and display network signal strength and connection status, including WiFi, cellular, VPN, and data usage. The dated history spans from 2010 to 2026, with sporadic entries and a slight increase in early 2026, though the overall pace is thin. mtn-data-tracker leads on traction with 28 stars, while other members have no stars.
  36. Hyprland multi-monitor workspace tools8 entriesfirst seen 2023-03-28This cluster comprises utilities for managing workspaces and windows across multiple monitors, primarily for the Hyprland window manager (with one Sway-specific tool). Dated entries before the index start show two initial products in March 2023, one in April 2023, then a gap until a series of single entries from March 2025 through July 2026. The traction leaders are show_sway_workspace_name-bin, hypr-cycle, and omarchy-workspace-manager, each currently at 0 stars.
  37. Terminal live coding music tools8 entriesfirst seen 2023-03-17This cluster consists of terminal-based tools for live-coding music and audiovisual performances, offering real-time synthesis, sequencing, and MIDI/OSC output. The dated history is too thin to read a shape from—only 4 dated entries exist before the index start, and many members lack source dates. Traction leaders are orca-rs, glicol-cli, and arco, each with 0 stars.
  38. ROS 2 distributions and tools8 entriesfirst seen 2023-03-14This cluster comprises shared ROS 2 distributions and packages, including base, desktop, and Lyrical stacks, along with collision monitoring for Nav2 and visualization helpers for the Jackal robot. The dated history is too thin to read a shape, with only 2 dated entries before the index start. Traction is minimal, with all leading members showing 0 stars.
  39. Multi-model AI chat apps8 entriesfirst seen 2023-03-12This cluster consists of applications that let users interact with multiple AI language models—such as GPT, Claude, Gemini, and Ollama—from a single interface, whether as a Telegram bot, desktop app, or chat application. The dated history is too thin to read a shape from, as only 4 dated entries exist before the index start, making the pre-index timeline inconclusive. Traction leaders by activity signal are kai-bin, chatbox-bin, and gpt-telegramus, each with 0 stars, indicating minimal traction.
  40. AI personal finance apps8 entriesfirst seen 2023-02-02This cluster comprises mobile apps that connect financial accounts and use AI for budgeting, spending categorization, net worth tracking, and financial insights. The seven dated entries before the index start appear sporadically: one in 2016, one in 2023, and then multiple in 2025 and early 2026, showing an irregular release pattern. All three traction leaders (Origin: AI Budget and Track, finora-mobile, Chip In - Couples Finances) have zero stars, so no member stands out in activity.
  41. Factory game planning tools8 entriesfirst seen 2023-02-02This cluster comprises desktop companion applications that help players plan and optimize production in factory-building games, covering resource flows, upgrade queues, facility expansion, and layout analysis. The dated history is too thin to read a shape from, as only one dated entry exists before the index start. Traction is led by SandFlow, SludgePlanner, and Sludgineers-Progression-Planner, each with one star.
  42. Hyprland screen capture tools8 entriesfirst seen 2022-11-08This cluster consists of tools for capturing screenshots and screen recordings on the Hyprland Wayland compositor, including a GTK-based GUI for the Hyprshot utility. The dated entries span from November 2022 to May 2026, with a long gap until March 2025, then sparse entries in 2025 and a cluster of entries from March to May 2026. Traction leaders by activity signal are hyprscreen, hyprcap, and hyprcrop, each with 0 stars.
  43. Addiction recovery trackers8 entriesfirst seen 2022-10-05This cluster comprises mobile apps for addiction recovery and habit quitting, centered on streak tracking, relapse logging, journaling, and savings metrics. With only 3 dated entries predating the index, 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 not-again, 12steps, and Habit Tracker - Days Since, all currently at 0 stars.
  44. Household inventory management apps8 entriesfirst seen 2022-09-21This cluster covers apps that help households track possessions, supplies, shopping, and family-related information like contacts and schedules. The dated history is thin: one entry in July 2020, one in September 2022, then three entries in May, June, and July 2026, suggesting sporadic early releases followed by a recent cluster of launches. On traction, passalong leads with two stars, while Cluttr and Nokoris show no activity signal yet.
  45. Offline password generators8 entriesfirst seen 2022-07-19This cluster includes offline password and passphrase generators that run locally on the device, offer customizable options such as selectable character sets, and store no secrets. Dated entries appear sporadically from February 2019 to July 2026, with no clear trend over that period. EntropyLab leads on traction with 4 stars, while the other members have 0 stars.
  46. Tabletop army list builders8 entriesfirst seen 2022-06-07These products help tabletop wargamers compose, organize, and share army rosters, with unit stats and probability tools. The cluster's dated history is too thin to read a shape from, as it has only three pre-index entries. Traction leaders based on activity signal are Forces, dunestrategy-website, and grimdark.nathanhealea.com, though none show starred activity.
  47. Period and pregnancy trackers8 entriesfirst seen 2022-06-01This cluster comprises comprehensive period and pregnancy trackers that log cycles, predict ovulation, track symptoms, send reminders, and offer baby development tools, with some products adding on-device privacy or partner sharing. Dated entries before the index start appear sporadically from 2011, with entries in 2011, 2013, 2022, 2025, and multiple in 2026, suggesting a more active period in recent years. The traction leaders—Fertility: Period Tracker, Period Tracker: Cycle & Baby, and IVY Period & Pregnancy Tracker—each have zero stars, indicating no clear market leader.
  48. Terminal data visualization tools8 entriesfirst seen 2022-05-03A cluster of command-line utilities that render structured data (JSON, Parquet, coverage reports, stock data, etc.) as tables, charts, and plots directly in a terminal session. The dated entry history shows sporadic initial activity (2020-2023)` followed by a long gap, with most members appearing between September 2025 and March 2026. The three traction leaders (parqeye, datui-bin, vis-cli) each show zero GitHub stars, so no single product stands out.
  49. Wi-Fi network scanner apps8 entriesfirst seen 2022-04-22This cluster consists of mobile and network utility apps that scan home Wi-Fi networks to list connected devices, test speed/latency/ping, and support basic troubleshooting such as identifying unauthorized devices or recommending a channel. Its dated history before the index start is sparse: single entries appear in March and October 2011, then a long gap, followed by three entries in April and August 2022. smart-campus-wifi-monitor is listed as the top traction leader, ahead of hogwatch and gil-netscan-ios; their star counts are 0, 0, and 3 respectively.
  50. Chinese character conversion tools8 entriesfirst seen 2022-02-09This cluster consists of text conversion and transliteration utilities, primarily for Chinese characters between Simplified and Traditional forms, and some for transliterating other scripts. The cluster's dated history is too thin to read a shape from, as only four dated entries exist before the index. Traction is led by qmreader-ios, the only product with a nonzero star count.

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.