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WHITESPACE · CLUSTER INDEX · 10,297 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 10,297 of them, 50 to a page.

  1. Surplus food donation platforms6 entriesfirst seen 2026-08-31This cluster comprises web platforms that connect restaurants and canteens with NGOs and volunteers to donate surplus cooked food, offering features like claiming, pickup tracking, and rule-based matching. The cluster's dated history is too thin to read a shape from, as only one dated entry exists before the index start. Among products with activity signals, foodbridge-food-waste-reduction leads with 1 star, while FoodBridge and share-meal-app each have 0 stars.
  2. Telegram OSINT lookup bots6 entriesfirst seen 2026-08-31These products are Telegram bots that perform open-source intelligence (OSINT) lookups across emails, usernames, phone numbers, IP addresses, domains, and photo metadata for research and investigation. The cluster's dated history is too thin to read a shape from – it predates the index or its members are undated. Traction leaders, Gara, RedMessBot, and osint-telegram-bot, all show zero activity signal (0 stars), indicating no clear leader yet.
  3. AI competency training for statisticians6 entriesfirst seen 2026-08-30This cluster consists of AI-driven platforms that assess the competencies of government statistical workers and recommend personalized training courses. The dated history is too thin to read a shape from, as no dated entries exist before the index start, so the cluster's timeline predates the index or its members are undated. On traction, StatKarmayogi holds the strongest activity signal, though it is also at zero stars.
  4. Video game trainer and mod managers6 entriesfirst seen 2026-08-30This cluster consists of desktop utilities for individual video games that combine trainer controls, mod installation and load order management, save editing, and backup/profile management. The dated history is too thin to read a shape from—only 2 dated entries exist before the index start, so it predates the index or members are undated. Traction leadership is clear: big-walk-motion-studio leads with 55 stars, followed by A-Plague-Tale-Resonance-Trainer (16 stars) and Dawnwalker-Trainer-Mod-Manager-2026 (1 star).
  5. Telegram bot loan applications6 entriesfirst seen 2026-08-30The cluster consists of loan application platforms that use Telegram bots for user interaction and application management, with one targeting Mali and integrating Orange Money. The dated history is too thin to read a shape from, as there are no dated entries before the index start; the cluster predates the index or its members are undated. Traction leaders are ZaimBot, finBot, and mymtc-loan-app, each with 0 stars.
  6. AI legal document risk analyzers6 entriesfirst seen 2026-08-29This cluster consists of web apps that analyze rental and lease agreements, with a focus on Indian loan and rental contracts. They extract clauses, explain risks in plain language, answer questions via grounded AI chat, and flag missing protections. The dated history is too thin to read a shape from, as only 0 dated entries exist before the index start. Traction leaders include ai-legal-assistant with 1 star, while clausewise and project1000 have 0 stars each.
  7. Rainfall pattern visualization dashboards6 entriesfirst seen 2026-08-27The cluster consists of interactive dashboards for visualizing rainfall measurements, trends, and seasonal patterns against long-term averages, with one member additionally forecasting next-year rainfall. The dated entry history before the index start is too thin to read a shape from – it predates the index or its members are undated. The traction leader is Rainfall_verification_dashboard, with the highest activity signal at 3 stars.
  8. Interactive nervous system education apps6 entriesfirst seen 2026-08-26This cluster comprises educational web applications that teach the human nervous system through interactive visuals, simulations, and learning modules. The cluster's dated history is too thin to read a shape from—it only has a single entry before the index start, so it predates the index or its members are undated. Among the members with activity signals, BRIAN-MEDICAL-MODELS leads with 3 stars, while the others have no activity.
  9. Minecraft AE2 factory automation mods6 entriesfirst seen 2026-08-25This cluster consists of Minecraft mods that bring Factorio-style production analytics or deterministic automation to Applied Energistics 2 workflows. The dated history is too thin to read a shape from, as the cluster predates the index or its members are undated. On traction, t3craft leads with 16 stars, followed by ae-all-pattern (3 stars) and mcpfabric (2 stars).
  10. Car valuation cash offer apps6 entriesfirst seen 2026-08-23This cluster comprises web apps that deliver instant car valuations and cash offers, typically from a license plate or VIN, and connect sellers with dealerships or local buyers. The cluster's dated history is too thin to read a shape from, as fewer than five dated entries exist before the index start. Traction is led by Dary-wetty with 1 star, while ibuyvehicles and PullVinReport show 0 stars.
  11. Privacy-first on-device translation tools6 entriesfirst seen 2026-08-23This cluster comprises browser extensions and desktop utilities that prioritize user privacy by performing translation, OCR, and content analysis locally using on-device neural models, often including features like subtitle translation, reading mode, and content sanitization. The dated history prior to the index start is too thin to discern any trend shape, as there are no dated entries from that period. Traction leaders are NorixorTrans, nTrans, and NoriTrans, each holding 44 stars, indicating a three-way tie for highest activity signal.
  12. AI NSFW image generators6 entriesfirst seen 2026-08-21This cluster consists of AI tools that generate explicit nude or NSFW images from user-uploaded photos or text prompts. The dated history before the index start is too thin to read a shape from, as no dated entries exist; the cluster either predates the index or its members are undated. Among the traction signals, undress-service leads with 1,182 stars, while other members have zero stars.
  13. Roleplay police department tools6 entriesfirst seen 2026-08-21This cluster consists of web applications for police roleplay communities, including dashboard simulations, personnel record databases, application management with Discord notifications, and Discord-login portals. The 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 memphis-lspd, SAED, and vanceos, each with 0 stars.
  14. Wholesale dealer rebate CRM6 entriesfirst seen 2026-08-21This cluster consists of web-based CRM platforms for manufacturers and wholesalers to manage dealer networks, order allotments, volume rebates, and cooperative marketing funds. The dated history is too thin to read a shape from—it predates the index or its members are undated. All traction leaders listed show 0 stars, so no clear leader emerges on activity signal.
  15. Online blackjack games6 entriesfirst seen 2026-08-20This cluster consists of online blackjack games where users play against a virtual dealer, sometimes with multiplayer matches or betting mechanics. The dated history is too thin to read a shape from, as it predates the index or its members are undated. Traction is negligible, with all lead products showing zero stars.
  16. Medical PDF Q&A chatbots6 entriesfirst seen 2026-08-20This cluster consists of chatbots that answer medical questions by grounding responses on uploaded medical PDF documents, retrieving relevant passages and citing sources. The cluster's dated history is too thin to read a shape from, with no dated entries before the index start. Traction leaders all show zero stars, indicating early-stage activity.
  17. Direct-to-consumer specialty stores6 entriesfirst seen 2026-08-20This cluster consists of online stores selling niche products directly to retail consumers, including foods like spices, teas, ghee, and oils as well as non-food items such as cutting boards and coloring books. The cluster's dated history is too thin to read a shape from, as only one dated entry exists prior to the index start, indicating the cluster predates index coverage or members are largely undated. Traction leaders, each with zero stars, are Ghee-ecommerce, mabelleplanche, and sai-krishna-ghee.
  18. Self-hosted messaging bridges6 entriesfirst seen 2026-08-19These products are self-hosted tools that forward SMS, calls, or voice notes between devices or to a personal agent. The cluster's dated history is too thin to read a shape from — members predate the index or are undated. Traction is led by Cross-device-bridge with 8 stars, followed by whatsrouter with 1 star.
  19. Multi-tenant AI website chatbots6 entriesfirst seen 2026-08-19This cluster consists of embeddable, multi-tenant AI chat widgets for business websites that answer visitor questions from company knowledge, quote prices, and collect leads (e.g., phone numbers) with verifiable sources. The dated history is too thin to read a shape from—only two dated entries exist before the index start, so the cluster's early entry pattern is unclear. Traction is led by php-chatbot-assistant (2 stars), while assistly and Global-Chatbot have 0 stars.
  20. Minecraft server voting and chat6 entriesfirst seen 2026-08-18This cluster consists of web apps for Minecraft servers that let players vote and chat after signing in with Google, using in-game names. The dated history before the index start is too thin to read a shape from, with only one dated entry. The traction leaders as measured by activity signal are Hhhhhhhhh, Ggggggg, and Se2BloodLeGeNsMc, each with 0 stars.
  21. Roblox game cheat scripts6 entriesfirst seen 2026-08-17This cluster consists of user-created cheat scripts that automate gameplay in specific Roblox games, enabling exploits such as flight, noclip, and automated resource gathering via direct network calls. The cluster's dated history is too thin to read a shape from—it predates the index or its members are undated, with zero dated entries before index start. Traction leaders include Steal-An-Egg-Respocket-Free-Script (48 stars) and steal-a-brainrot-auto-steal-script-windows (42 stars), indicating community interest in automated stealing scripts.
  22. Hydroponic monitoring apps6 entriesfirst seen 2026-08-17This cluster consists of mobile apps for hydroponic growers that monitor system readings, send alerts, and some include AI-based observations or growth predictions. The dated history before the index start is too thin to read a shape from, with only three dated entries. Traction leaders all show zero activity stars, so no member stands out as having meaningful traction yet.
  23. Self-hosted web terminals6 entriesfirst seen 2026-08-17This cluster centers on self-hosted web terminals that keep persistent command-line sessions alive and accessible from any browser or device, with features like frozen history, clipboard sync, and session management. The dated entry history is too thin to read a shape from (only one dated entry before the index start), so the cluster either predates the index or its members are largely undated. Among traction signals, hydra-local leads with 6 stars, while the other two members show no activity.
  24. Civic issue reporting platforms6 entriesfirst seen 2026-08-16This cluster consists of civic platforms that let citizens report issues, vote on priorities, and have their complaints routed to relevant departments. The cluster's dated history is too thin to read a shape from, as it predates the index or members are undated. On traction, AI-Powered-Civic-Accessibility-Infrastructure-Intelligence-Platform leads with 4 activity stars, while other members have no activity stars.
  25. Marine science data and annotation tools6 entriesfirst seen 2026-08-16This cluster comprises web platforms supporting marine science research, including data catalogues, image annotation tools, and publication repositories. The dated history before the index start is too thin to read a shape from, as only 0 dated entries exist, suggesting the members either predate the index or lack source dates. The top traction signals are all at zero stars, with the coral-annotation-tool, Marine Notes Journal, and Copernicus Marine Data Store listed highest.
  26. Cinema booking and discovery platforms6 entriesfirst seen 2026-08-16This cluster consists of web platforms for discovering movies and booking cinema seats, with features like showtime selection, seat picking, snack ordering, and reservation management. The cluster's 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. Traction leaders by activity signal are QUICKSHOW, CinFlux, and ONIX-Movie-Ticket-Booking, all currently at zero stars.
  27. Real-time system monitoring widgets6 entriesfirst seen 2026-08-16This cluster consists of desktop apps that turn live CPU, GPU, memory, storage, and network telemetry into animated visualizations or customizable floating widgets. The cluster's dated history is too thin to read a shape from, as only one dated entry exists before the index start. Traction leaders are extera_system_monitor, offstage, and hardware-nexus-studio, each with 1 star.
  28. Music band booking websites6 entriesfirst seen 2026-08-15This cluster consists of websites for music acts, bands, and platforms that facilitate booking for live events. The dated entry history is too thin to discern a trend, as there are only 0 dated entries before the index start. Traction leaders, including sebaband, _likemusic, and emanutecasofficial-site, all have 0 stars, indicating minimal activity signals.
  29. AI ecommerce product image generators6 entriesfirst seen 2026-08-15This cluster consists of web apps that generate photorealistic product imagery for ecommerce sellers, including synthetic model photoshoots, print-on-demand mockups with fabric wrinkles, and ad images with varied backdrops. The cluster's dated history is too thin to read a shape from: only 0 dated entries exist before the index start, so it either predates the index or its members are undated. ZoneX-App leads on traction with 4 stars, while lemonboxed and mockup-forge have 0 stars.
  30. IPTV streaming platforms6 entriesfirst seen 2026-08-15This cluster consists of IPTV streaming platforms with admin dashboards for channel management, some also offering white-label and reseller functionality. 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 streampro-iptv with 1 star, while bixplayerpro and ST-ADMIN-PANEL have 0 stars.
  31. Beauty pageant voting platforms6 entriesfirst seen 2026-08-15The cluster covers platforms for running beauty pageant and content-creation contests, where contestants are showcased, votes (free or paid) are processed, and rankings update live. The dated history is too thin to read a shape from, as only 0 dated entries exist before the index start. In terms of traction, creator-contest, miss-bulgaria-voting, and African-pride lead, though all show 0 stars, indicating minimal observed activity.
  32. AI document and image chatbots6 entriesfirst seen 2026-08-15This cluster comprises AI chatbots that answer questions about user-uploaded content such as documents and images, with some also offering image generation and web search. The dated history is too thin to read a shape from—only one dated entry exists before the index start, and members are largely undated. Traction leaders, IM.Ai, AI-ChatBot, and -Viseon-Multimodal-AI-Vision-Assistant, all show zero stars, indicating minimal user activity. No clear market leader emerges from the available data.
  33. DeepSeek balance monitoring plugins6 entriesfirst seen 2026-08-15This cluster consists of plugins for monitoring DeepSeek API balance and usage, offering features like alerts, top-up access, and usage panels within web clients. The dated history before the index start is too thin to read a shape from, as there are fewer than 5 dated entries. Traction leaders are dsh-balance-plugin with 58 stars and dsh-archive-manager with 43 stars.
  34. Floating quick notes for macOS6 entriesfirst seen 2026-08-14This cluster consists of macOS utilities for creating lightweight notes that float on screen, often accessible via Spotlight-like panels or the menu bar, with some offering edge-docking or timed auto-hide. The dated entry history is too thin to read a shape from, as fewer than 5 dated entries exist prior to the index start, so it predates the index or its members are undated. Traction leaders, based on activity signal, are zephydian, mote, and stickynotes-mac, each with 1 star.
  35. Multi-account Claude Desktop managers6 entriesfirst seen 2026-08-14This cluster comprises desktop utilities that let users run multiple Claude Desktop accounts simultaneously, typically in separate named/colored windows with isolated profiles, distinct icons, and optional autostart. The dated history before the index start is too thin to read a shape from (0 dated entries), so the cluster's early entry pattern is unknown. Traction is led by claude-graft (52 stars), with MultipleClaudeProfile and Personae both at 6 stars.
  36. Menu bar productivity trackers6 entriesfirst seen 2026-08-14This cluster consists of menu-bar applications that automatically track user activity to support productivity, such as logging work sessions, computing hours worked, or completing to-do items. The dated history is too thin to read a shape from—members predate the index or are undated. On traction, ambient-context leads with 172 stars, far ahead of peeko (3) and EquilibriumApp (2).
  37. macOS screen capture apps6 entriesfirst seen 2026-08-14This cluster consists of native macOS applications for capturing screenshots and screen recordings, with added features like annotation, markup, redaction, OCR, background beautification, and GIF export. The dated history is too thin to read a shape from, as there are no dated entries before the index start, indicating the cluster predates the index or its members are undated. Traction leaders by activity signal are loupe (13 stars), winter_shot (3 stars), and BHCapture (1 star).
  38. Trucking ELD log apps6 entriesfirst seen 2026-08-14These web applications generate FMCSA-compliant electronic log sheets and route maps for commercial truck drivers, handling hours-of-service logging and driving-cycle tracking. The cluster's dated history is too thin to discern a trend, as no entries were recorded before the index start. Traction leaders include ApexLog, dotreport, and Spotter-AI, each with zero stars.
  39. DeepSeek API menu bar trackers6 entriesfirst seen 2026-08-14This cluster consists of menu bar apps that monitor DeepSeek API account balance, spending, and token usage, with some offering daily trends and one-click recharge. 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 members are undated. Traction leaders by activity are DeepSeekMeter (11 stars) and DeepSeekStatus (10 stars).
  40. Cloud drive link search engines6 entriesfirst seen 2026-08-14This cluster consists of search tools that aggregate cloud-drive and magnet links across multiple sources, offering instant results, link validity checks, and trending search tracking. The dated history is too thin to read a shape from, as only a handful of undated members exist and the index began collecting recently. Traction leaders are PanNexus, pansou, and panhub-shenzjd-com, each showing minimal activity (0 stars).
  41. Railway operations AI platforms6 entriesfirst seen 2026-08-14This cluster consists of AI-driven platforms for railway operations, covering delay prediction, traffic simulation, incident monitoring, and decision support for controllers and analysts. The dated history is too thin to read a shape from, with only two dated entries before the index start, so its early trajectory remains unclear. Traction leaders, based on activity signal, are RAIL-COPILOT, ARVOO-NDLS-Command-Center, and RailSphere, though all currently show zero stars.
  42. Sports club fundraising platforms6 entriesfirst seen 2026-08-14This cluster comprises platforms that help sports clubs, teams, and community organizations raise funds through lotteries, memberships, events, crowdfunding, and fan donations. The dated history is too thin to read a shape from—only a single dated entry exists before the index start, so the cluster predates the index or its members are undated. Traction leaders, based on activity signal, are SportsFund, sport-ticketing-saas, and Klubfunder, all with zero stars but ranking highest.
  43. Desktop AI coding agent launchers6 entriesfirst seen 2026-08-14This cluster is desktop applications that wrap a browser-based AI coding interface into a one-click native launcher for macOS and Windows. The cluster's dated history is too thin to read a shape from, as it has no dated entries before the index started. DeepSeek-Harness-Desktop leads traction with 183 stars, followed by dsh-desktop with 8 and dsh-launcher with 5.
  44. AI support ticket triage6 entriesfirst seen 2026-08-14This cluster consists of support ticket triage apps that use AI to classify, prioritize, and route incoming tickets, with some drafting replies and evaluating tone. The dated history is too thin to read a shape from, as no entries predate the index start. On traction, multi-agent-ticket-triage leads with 0 stars, though all listed members have the same star count.
  45. macOS virtual desktop switchers6 entriesfirst seen 2026-08-13This cluster consists of macOS menu-bar utilities for managing virtual desktops, focusing on naming, instant or animated switching, and hotkey/gesture controls. The dated pre-index history is too thin to read a shape from, as no entries with dates before the index start exist. Among active projects, noswoosh leads with 54 stars, followed by hostflip (19) and Spacewalk (2).
  46. Voice-to-task local apps6 entriesfirst seen 2026-08-13These products convert spoken or typed commands into structured tasks with extracted dates and times, storing them locally or offline on the device. 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 PrivatePilot (1 star), with the other two named members at 0 stars.
  47. Meme coin scanning and analysis tools6 entriesfirst seen 2026-08-13The cluster consists of tools that scan multiple blockchains and decentralized exchanges to uncover new meme coins, applying risk filtering, contract audits, and offering trading dashboards with alerts. Prior to the index start, the dated history is too thin to discern a trend, with only a single recorded entry. In terms of traction, robinhood-chain-meme-scanner leads with the highest star count, while the other two have no stars yet.
  48. Desktop print preparation apps6 entriesfirst seen 2026-08-13This cluster consists of desktop applications for print preparation, focusing on imposition, bleed, crop marks, and exporting print-ready PDFs, often including booklet and double-sided layouts. The dated history is too thin to read a shape from, with only one dated entry before the index start, indicating the cluster predates the index or members are largely undated. Traction is led by Pliflo with 3 stars, while photobook-generator and PageCompose each have 1 star.
  49. Photobooth kiosk management platforms6 entriesfirst seen 2026-08-13This cluster consists of SaaS and B2B platforms for operating photobooth businesses, providing self-service kiosk interfaces, customer-facing experiences, and admin dashboards for payments, orders, and hardware monitoring. The dated history is too thin to read a shape from (only two pre-index entries), so it likely predates the index or has many undated members. On traction, SnapArcade, Yunnka-Photobox-Kiosk, and ChackTok lead, with ChackTok showing the highest star count at 2.
  50. Movie ticket booking platforms6 entriesfirst seen 2026-08-13This cluster consists of web-based movie ticket booking platforms that let users browse films, select seats, book tickets, and pay online, with admin dashboards for managing shows and revenue. 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, Cinego, adab-live, and MovieSeat, all show zero stars, indicating minimal activity signals.

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.