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WHITESPACE · CLUSTER INDEX · 9,969 CLUSTERS

Clusters

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

  1. Vibe coding management platforms11 entriesfirst seen 2025-03-25This cluster includes four tools for managing, showcasing, or organizing vibe-coding projects, from personal portals to project intelligence platforms. Entry counts before the index show an isolated first appearance in March 2025, then a steady increase from 2 in April 2026 to 3 in July 2026. The traction leader is pm-portfolio-case-study-builder with 5 stars.
  2. Webcam-driven VTuber avatar tools11 entriesfirst seen 2025-03-24This cluster consists of applications that use webcam face tracking to animate virtual avatars in real time, with one also supporting hand tracking and Twitch chat interactions. Its 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. Among traction leaders, KuroBlob-AI leads with 25 stars, followed by yapatar (7) and DigiBox (5).
  3. Mobile mental health support apps11 entriesfirst seen 2025-03-19This cluster consists of 12 mobile and web apps offering mental health support across varied formats, including crisis resource locators, wellness exercises, gamified resilience training, emotional release, and mood tracking for youth. Dated entries span from 2012 to 2026, with a long gap between 2013 and 2024 and most dated entries appearing from 2024 onward; three members have no source date. Traction leaders among dated entries are dotwell, Mental Health Mississippi, and VideTonSac, each with 0 stars, indicating minimal early traction.
  4. Developer problem-solving platforms11 entriesfirst seen 2025-03-03This cluster consists of web and social platforms where users, primarily developers, post technical or everyday problems and receive solutions from the community. 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 has undated members. Among traction leaders, dev-to-dev-help shows 1 star, while -janaswaram and SomebodyFixIt each show 0 stars.
  5. AI wardrobe styling apps11 entriesfirst seen 2025-03-01This cluster consists of mobile and web apps that catalog personal wardrobe items and use AI to generate outfit recommendations based on weather, occasion, and user preferences. These products also often track wear, cost-per-wear, or style insights, and some integrate sustainable clothing sharing or shopping personalization. The dated entry history before the index start shows a gradual, low-level pattern from March 2025 to May 2026, with single or double entries per month and no concentrated activity. Among traction leaders, AuraLens shows the strongest activity signal with 3 stars, while the other two leaders have 0 stars.
  6. Forum scraping startup idea generators11 entriesfirst seen 2025-02-28This cluster consists of web apps and tools that scrape online forums (especially Reddit and developer communities) and use LLMs to extract pain points, trends, and ranked startup or SaaS business ideas, often delivered via email or dashboard. The dated entries before the index start show a slow, intermittent release pattern from early 2025 to mid-2026, with only five dated entries over roughly 17 months, making the timeline too thin to infer a clear shape. Traction is minimal—the leading members (Pain-Point-Miner, reach, shibei) all show zero activity stars, indicating no standout competitor.
  7. Emotional support companion apps11 entriesfirst seen 2025-02-27This cluster consists of companion apps and web apps that provide emotional support, conversational check-ins, mood tracking, and coping resources for loneliness, stress, addiction, and mental health challenges. The dated history before the index start shows one entry in April 2022, then a gap until four entries appear between February 2025 and January 2026; with only five dated entries the shape is too thin to read a trend from. Traction is negligible across the cluster - the three highest-activity members all show 0 stars.
  8. AI mindfulness chatbot apps11 entriesfirst seen 2025-02-22This cluster consists of conversational AI companions that deliver emotional support, guided meditation, mindfulness exercises, and wellness or spiritual coaching, often leveraging psychological or religious frameworks. Their dated entry history shows an early lone entry in 2016, another in 2021, and a concentration of four entries in 2025, indicating sporadic but increasing activity in that year. Among the tracked members, mindful-chatbot-grove leads in activity signal with 2 stars, while Merhav and Wysa each have 0 stars.
  9. Browser-based online code compilers11 entriesfirst seen 2025-02-21This cluster consists of browser-based online compilers and IDEs that let users write, compile, and run code in multiple programming languages. The dated history is too thin to read a shape from, as only one dated entry exists before the index start, and several members have no source date. Traction is led by Mist--Online-compiler and codeblock-compiler-public, both with 1 star, while CODE_CAT_IDE has 0 stars.
  10. Ad auto-skipping podcast apps11 entriesfirst seen 2025-02-07This cluster of podcast players automatically detects and skips ad segments, promos, and sponsor breaks, often processing audio on-device to protect privacy. The dated history before the index started shows one entry in June 2015, one in May 2025, and then five entries between January and June 2026, with two in May and one in June. The traction leaders are opencast!, Alora Podcasts, and Clearcast: Podcast App, all currently at 0 stars.
  11. AI app builders from prompts11 entriesfirst seen 2025-02-01This cluster comprises AI-powered tools that convert natural-language prompts into deployable web applications, often targeting non-developers with no-code editing and hosting. Dated entries appeared sporadically across 2025, with the highest monthly count of three in February and single or double entries in other months. The traction leader is 'december' with 423 stars, far ahead of 'blueprompt-app' (3 stars) and 'kool-ai' (0 stars).
  12. Mobile social media sharing apps11 entriesfirst seen 2025-01-29Cluster of 13 mobile-first social media apps for sharing posts, photos, videos, and direct messaging, with features like authentication, feeds, likes, comments, and profiles. The dated entry history (prior to index start) shows a lone 2016 entry, a 2022 entry, a concentration of entries across 2025, and one in early 2026, indicating most activity occurred in 2025. Traction leaders are LifeCoreMobile, Flicker-App, and connectly-mobile-app, each with one star.
  13. AI job search platforms11 entriesfirst seen 2025-01-26This cluster consists of AI-powered job portals, marketplaces, and automation tools that connect job seekers with employers via matching, scraping, and search. Entries appeared sporadically from January 2025 through July 2026, with one or two new members in most months and no clear acceleration. The traction leaders are recoloca-ai, jobZ, and linkedIn_Automation, each showing 0 stars on the activity signal.
  14. EXIF metadata tools11 entriesfirst seen 2025-01-20This cluster covers tools for reading, viewing, analyzing, and writing EXIF metadata from photos and videos, including a desktop forensics tool for batch extraction and timeline reconstruction. The dated history is too thin to read a shape from, as only two dated entries exist before the index start and several members are undated. Traction is led by Photo-Insight with 102 stars, while other members show negligible activity.
  15. AI medication identification apps11 entriesfirst seen 2025-01-14This cluster consists of mobile apps that use AI to identify pills from photos, provide drug interaction checks, and manage medication schedules and reminders. With only four dated entries before the index start, the pre-index timeline is too thin to discern a growth pattern—the cluster's history may predate the index or its members are undated. Traction leadership is shared among Medly AI — Pill Reminder, Pill Identifier: AI Pill ID ®, and Mediscan--Ai, each with zero stars, indicating no clear frontrunner based on activity signal.
  16. Prompt-based full-stack app builders11 entriesfirst seen 2025-01-12This cluster consists of browser-based development platforms that generate full-stack web applications from text prompts, letting users run, edit, and deploy the results with their choice of large language model. Dated entries begin in January 2025 with two, then one in March 2025, one in June 2025, four in October 2025, one in December 2025, and one in January 2026. The traction leader by activity signal is generated-project-1768381216524 with 1 star, while bolt.diy and octotask have 0 stars.
  17. Startup co-founder matching platforms11 entriesfirst seen 2025-01-09This cluster centers on connecting entrepreneurs with co-founders, mentors, coaches, and essential launch resources such as office space or AI-driven guidance. Dated entries appear sporadically—a few in early 2025, with isolated ones in late 2021 and early 2026—so the timeline is thin and shows no sustained pattern. Traction leaders by activity signal are coforge, Pocket Business Coach, and crufindr, each with 0 stars.
  18. Web image gallery apps11 entriesfirst seen 2025-01-08This cluster comprises web-based image gallery applications for browsing, viewing, and sometimes organizing photos, with features ranging from simple thumbnails to 3D spheres and annotation tools. The dated history before the index start is too thin to read a shape from—only four dated entries exist, so the cluster predates the index or its members are undated. Traction leaders, based on activity signal, are photo-gallery-maker-3f75f93b, 3dgallery, and Photos, all currently showing zero stars.
  19. Browser-based AI coding assistants11 entriesfirst seen 2025-01-06This cluster consists of web-based AI coding assistants that generate, run, edit, and deploy full-stack applications directly in the browser, integrating with multiple user-selected language models. Pre-index entry counts are concentrated inJanuary 2025 (6 of 8 dated entries), with isolated additions in June 2025 and July 2026, giving a shape of an early burst followed by sparse activity. The top activity signals are bolt-diy-diego, Bolt, and bolt, each reporting 0 stars, indicating no clear traction leader.
  20. Mermaid diagram editing and rendering tools11 entriesfirst seen 2025-01-05This cluster comprises tools for authoring, rendering, and converting Mermaid diagrams, spanning web editors, CLI renderers, terminal display, and Markdown integrations. The dated history shows sparse entries from 2023-06 to 2026-03, with single or paired monthly counts and no consistent cadence, making a clear shape hard to discern. Traction is led by MermaidEditer with 4 stars, while other dated members show minimal activity.
  21. Desktop story-writing tools11 entriesfirst seen 2024-12-13This cluster comprises desktop applications that assist authors in structuring, planning, and drafting novels and stories, with one app also offering AI-assisted prose generation and worldbuilding features. Prior to the index start, the cluster's dated history is too thin to read a shape from, with only three dated entries. The traction leaders are worldweaver and fs-user-stories, each with 2 stars, while WriterProgram follows with 0 stars.
  22. Desktop game platform clients11 entriesfirst seen 2024-11-26This cluster consists of desktop clients for game platforms that let users find, download, install, and launch games while managing their library. The dated history before index start includes five entries, appearing in January 2023, November 2024, March 2026, April 2026, and July 2026, showing sporadic activity with a long gap between late 2024 and early 2026. The leading product by activity signal is kryoto-desktop with 7 stars.
  23. AI screenshot analysis tools11 entriesfirst seen 2024-11-02This cluster comprises AI-powered applications that analyze uploaded or captured screenshots to extract text, generate code, create tasks, or provide explanations. The dated history before the index start is too thin to read a shape from, as only three entries have known dates, so the cluster predates the index or its members are largely undated. Traction leadership is held by listenmarkclaud, snap-extract, and Shots Studio, all showing 0 stars but the highest activity signals among the cluster.
  24. Text and file encryption tools11 entriesfirst seen 2024-10-13This cluster of 13 products focuses on encrypting and decrypting text messages or files, mostly as Android apps, using algorithms like OpenPGP, AES-256, and age. The dated history spans from 2015 to 2026, with sparse entries before 2026 and a concentration in May–July 2026; the 2026-08 coverage is not counted. Traction leaders are CryptoSafe, PGPony, and Neuron Encrypt, each with 0 stars.
  25. Mobile multi-model AI content generation11 entriesfirst seen 2024-10-09This cluster comprises mobile apps that tap multiple AI models to generate and edit images, videos, text, and audio from text prompts for creative and productivity use. The dated entries from before the index show a sporadic pattern, with one entry each in January 2023, November 2023, October 2024, February 2025, and June 2025. The traction leader is readme-template-pro with 10 stars, while the other dated members show 0 stars.
  26. All-in-one AI assistant apps11 entriesfirst seen 2024-09-25This cluster consists of all-in-one AI assistant apps offering chat, writing support, image generation, translation, and document or link summarization, with some also aggregating multiple conversational models and integrating external apps. The dated entry history shows a thin but consistent pattern: one entry each in September 2023, February 2024, September 2024, July 2025, and July 2026, suggesting sporadic launches over three years rather than a dense or accelerating flow. Traction is effectively zero across the cluster, with all three leaders — UniverAI: AI Chat Assistant, AI Buddy: AI Chat & Video, and anything-llm — showing 0 stars.
  27. Sleep tracking and meditation apps11 entriesfirst seen 2024-09-12This cluster comprises mobile sleep apps that combine sleep tracking, soothing sounds, guided meditation, and alarm features. Dated entries appear sporadically from February 2014, with a long gap until November 2022, then most entries cluster between September 2024 and May 2026. Based on activity signal, the leading members are SleepMon Sleep Tracker & Alarm, SleepRec, and MoonFlow: Sleep Tracker, each showing 0 stars.
  28. Game scorekeeping tools11 entriesfirst seen 2024-09-06This cluster consists of apps that track and calculate scores during games, with a strong focus on mahjong variants (riichi mahjong) and card games like Callbreak and BoerenBridge. The dated history is sparse and irregular, with only six entries scattered from December 2019 to June 2026, showing no clear pattern. Among the dated members with activity signals, mahjong-scores leads with 3 stars, while TileSense and Mahjong Scoring Compass show no stars.
  29. Meeting scheduling and coordination apps11 entriesfirst seen 2024-09-01This cluster consists of meeting scheduling, calendar coordination, and room booking apps for individuals and teams. Entry dates before the index start are sparse and irregular, with individual entries in 2016, 2019, 2024, 2025, and 2026, showing no clear pattern. slapss-app leads on traction with 11 stars, while other dated members have no stars.
  30. Family chore planning apps11 entriesfirst seen 2024-08-08The cluster consists of household chore planning apps that organize tasks by room, assign them to family members, and provide reminders and progress tracking. The dated history before the index start shows sporadic entries, with single entries appearing in August 2024, November and December 2025, and March and May 2026, indicating occasional additions rather than a clear trend. Traction leaders, based on activity signal, are Fluxo Casa – Family Chore App, Benny: Chore Chart & Planner, and ADHD Cleaning Schedule Family, though all currently show zero stars.
  31. Print-ready book layout tools11 entriesfirst seen 2024-06-15This cluster covers tools for book creation and print preparation, including page layout, imposition, and export to print-ready PDFs, EPUB, and DOCX formats. The dated history shows five entries spread intermittently from June 2024 to June 2026, too irregular to read a clear trend. The traction leaders are booklet-flyer-brochure-creator, Bookify, and libria, though all show zero stars.
  32. 2FA apps with encrypted backup11 entriesfirst seen 2024-06-08This cluster consists of two-factor authentication apps that generate TOTP/HOTP codes on-device and offer encrypted cloud backup, with some adding blockchain or subscription features. The dated entries before the index start are sparse, appearing roughly one per month across 2024-2026, showing no consistent trend. The top activity-signal products — Authenticator App: 2FA Backup, Conceal Authenticator, and ente-auth — all show zero stars, indicating minimal traction so far.
  33. Tray-based service status monitors11 entriesfirst seen 2024-06-03These are desktop tray/notification-area utilities that show the status of a specific service — file sync (Syncthing), backup jobs, or IT monitoring — and provide quick actions like start/stop or remote access. The dated entries span September 2018 through June 2026, with a long gap after the 2018 entry and then a few entries in 2024 and 2026, so the timeline is sparse and intermittent. The traction leaders are Syncthing Tray, tacticaltray-linux, and Nagstamon, each with zero stars, indicating no significant community traction yet.
  34. tmux session managers11 entriesfirst seen 2024-05-08This cluster consists of tools that manage and enhance tmux terminal sessions, including terminal UX layers, TUI dashboards, web-based managers, and remote mobile access. The dated entries before the index show one product in March 2021, one in May 2024, one in October 2025, and three in 2026 (April, May, June), indicating a recent concentration of activity. Traction leadership is led by pockettmux with 1 star, while visual-tmux-client and sesh-bin have 0 stars.
  35. Two-factor authenticator apps11 entriesfirst seen 2024-02-01This cluster consists of two-factor authentication apps that generate time-based one-time passcodes from QR codes or manual keys, with encrypted storage and backup features. The dated entries show an intermittent pattern, with a single entry appearing most months from February 2021 through February 2025, and two entries in June 2026. The strongest traction signal appears on TwoFactorAuth-Web with 7 stars, while Authenticator App © and Authenticator App₊ show zero stars.
  36. Local AI upscaling tools11 entriesfirst seen 2023-12-23This cluster consists of desktop and local AI tools for upscaling images and videos using super-resolution models like RealESRGAN, often with batch processing, denoising, and face restoration. Dated entries before the index start show a sporadic pattern: two in late 2020 and early 2021, then no new entries until August 2023, followed by two more by February 2024. The strongest activity signal comes from ai-image-upscaler-2026 (7 stars), with AI-Image-Upscaler-for-Windows (5 stars) second.
  37. Remote control mobile apps11 entriesfirst seen 2023-10-08The cluster consists of mobile apps that turn a phone into a remote control for various devices, including TVs, vehicle heaters, lighting software, and smart lights, using infrared, SMS, or WebSocket. The dated entries are scattered across a decade, with a gap between 2015 and 2020, then entries in 2020, 2021, 2023, and a denser set of three entries between late 2025 and mid 2026. Traction leaders are Nope Remote, IR Blaster Remote, and Controller for QLC+, though all currently show zero stars.
  38. Markdown editor tools11 entriesfirst seen 2023-08-25This cluster comprises Markdown editors, plugins, and command-line utilities that emphasize version control, Git integration, extensibility, and technical documentation, often targeting programmers. Dated pre-index entries span sporadically from 2021-04 through 2026-07, with a modest concentration in mid-2026, though the overall shape is irregular. Traction leaders are colamd-bin, aitasks, and mdformat-asterisk, each showing 0 stars, indicating no significant user adoption signals.
  39. Meeting transcription and summarization11 entriesfirst seen 2023-07-26These apps record meetings and calls, transcribe speech, identify speakers, and produce summaries, formatted notes, searchable questions, or assigned tasks. The five dated entries before the index start appear in July 2023, May 2024, June 2024, December 2024, and August 2025, a spread suggesting sporadic additions with long gaps. Traction is led by greffier (1 star), while Summary - AI Note Taker and Proactor AI – Note Taking have 0 stars.
  40. sticker color-by-number puzzle games11 entriesfirst seen 2023-06-23This cluster is a set of mobile puzzle games that combine coloring, sticker placement or merging, and paint-by-number mechanics to produce relaxing sticker art. Dated entries before the index start are sparse and uneven: nine dated entries appear irregularly from April 2019 to May 2026, with two entries in January 2024 and two in May 2026, so no clear growth pattern is visible. Activity-signal leaders are Merge Sticker Playbook 2D, My Sticker Room - Decor Game, and Sticker Book: Color By Number, each at 0 stars.
  41. Educational recycling games11 entriesfirst seen 2023-06-02This cluster consists of interactive games and quizzes that teach waste sorting and recycling through play, targeting residents, families, and exhibition visitors. The dated history is too thin to read a shape from, with only two pre-index entries and five members lacking source dates. Traction leaders include e-waste, BinFinder, and bienal-game, all currently at zero activity stars.
  42. Pixel art and sprite editors11 entriesfirst seen 2023-04-04This cluster comprises 11 products centered on creating, editing, and animating pixel art and sprites for game development, with tools ranging from desktop editors to online ones. Their dated history is thin: 2 entries in May 2020 and single entries spread through late 2025, so no clear trend can be discerned. Traction is essentially flat, with the leaders Pixelorama, voidsprite, and popcornfx-editor each showing 0 stars.
  43. Specialized mobile crypto wallets11 entriesfirst seen 2023-03-20This cluster comprises six mobile cryptocurrency wallets, each tailored to specific blockchains or privacy features, including Tezos, Zcash, NEAR, and shared multi-party accounts, with NFT and dApp support common among several. Their dated entries show one product in August 2021, another in March 2023, and four between June and November 2024. Traction leaders Paribu Self, NEAR Mobile, and Kukai Wallet all show a zero-star activity signal.
  44. AI camera recognition apps11 entriesfirst seen 2023-03-04This cluster consists of mobile and web applications that use AI-powered camera recognition to identify objects, text, food, coins, and other items, often with on-device processing. The dated history shows a first entry in March 2023, a single entry in July 2024, and then three consecutive monthly entries from March to May 2026. TokenEyes and deep-learning-food-classification lead on traction with two stars each.
  45. Distraction-free writing editors11 entriesfirst seen 2023-02-21This cluster comprises minimal, distraction-free writing apps for focused drafting. The dated history is too thin to read a shape from, with only four dated entries before the index start. All traction leaders show zero stars, led by Hands-Off-Editor-Mobile, calmly-writer-bin, and wonderpen-appimage.
  46. PlayStation 2 homebrew libraries11 entriesfirst seen 2023-01-09The cluster comprises ports and tools for PlayStation 2 homebrew development, covering compression (ZSO, deflate, lz4, xz), image formats (PNG, JPEG), archives (ZIP), sound, fonts, and ASCII art. Dated entries are heavily concentrated in January 2023 (10 entries) with a single entry in January 2026, indicating a long quiet period after initial activity. Traction is led by ZSO-Converter with 2 stars, while other tracked products have 0 stars.
  47. Non-destructive RAW photo editors11 entriesfirst seen 2023-01-05This cluster consists of non-destructive RAW photo editors that allow adjustable edits, with one featuring layers and AI selection. The dated history is too thin to read a shape from—it predates the index or its members are undated. Traction is led by iphoto with 2 stars, while the other two members show no activity.
  48. AI email writing assistants11 entriesfirst seen 2023-01-03This cluster consists of AI-powered tools that assist with writing, proofreading, and improving email messages, with some also offering translation, summarization, and voice input. Their dated entry history before the index start is sporadic, with entries in January 2023, February 2023, April 2023, November 2023, June 2024, April 2025, and July 2026, showing an irregular pattern rather than a clear trend. Traction leaders are all tied at 0 stars, indicating minimal user activity signals across the cluster.
  49. Mindful app-opening blockers11 entriesfirst seen 2022-12-21This cluster consists of apps that insert a timed pause, mindful challenge, or schedule before opening distracting apps, aiming to reduce impulsive usage. The dated entry pattern is sparse and irregular, starting in December 2022 with a single entry, then single entries in January 2024, March 2024, and September 2025, followed by more frequent entries in May, June, and July 2026 (two in July), giving no clear trend but showing recent activity. Traction is led by yixi with 91 stars, while the other two products have no visible activity signal.
  50. CLI music sync and convert tools11 entriesfirst seen 2022-11-26This cluster consists of command-line tools that sync music collections across devices and convert audio file formats, often while preserving folder structure. The dated entries before the index start are sparse, spanning 2008 to 2025 with a long gap from 2008 to 2020 and occasional entries afterward. Traction leaders musictree, trueband, and Tidal-Playlist-Fix all show 0 stars, indicating negligible observed activity.

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.