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WHITESPACE · CLUSTER INDEX · 9,893 CLUSTERS

Clusters

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

  1. Police incident data tools13 entriesfirst seen 2026-09-18The cluster consists of three applications for accessing and presenting police incident records: a desktop app that queries records for CSV export and press/social media assistance, a web app that visualizes incident logs with location-based search, and a web app documenting police violence for public awareness. The cluster's dated history is too thin to read a shape from -- it predates the index or its members are undated. On traction, assistente-imprensa-reds, hirilandhoo-police-registry, and voice-rights-report lead the activity signal, each with 0 stars.
  2. Desktop AI chat assistants13 entriesfirst seen 2026-09-16This cluster comprises desktop AI chatbot applications centered on conversational replies, user authentication, and stored chat histories. The dated entry timeline before the index start shows isolated single entries in seven distinct months from January 2025 through July 2026, with no clear trend discernible from that sparse pattern. Traction leaders (vertexAI, currai, java-ai-chatbot) all display zero stars, indicating no standout product in terms of activity.
  3. Neighborhood community platforms13 entriesfirst seen 2026-09-14This cluster consists of web-based platforms that connect residents within neighborhoods to share announcements, organize events, and engage with local community members. The dated entry history is too thin to read a shape from—only four dated entries exist before the index start, all from the pre-index period—so the cluster's timeline appears to predate the index or most members lack source dates. Traction leaders by activity signal are VexGrid, Zanta Social, and communityconnect, though all currently show zero stars.
  4. Study abroad consultancy websites13 entriesfirst seen 2026-09-13This cluster consists of websites for study-abroad consultancies that offer counseling, university and course directories, visa assistance, and enquiry forms. The dated history is too thin to read a shape from, as there is only one dated entry before the index start, and four members have no source date. The traction leaders, based on activity signal, are tqv5, Nexus-Global-Jessore-, and duhoctq3, all with 0 stars.
  5. Open-source customer support platforms13 entriesfirst seen 2026-09-13The cluster consists of open-source customer support platforms that unify live chat, email, and social messaging into a shared team inbox. With only one dated entry 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. Traction leaders based on activity signal are orbytalk, ApsoraChat, and chatwoot, each with 0 stars.
  6. Boutique e-commerce platforms13 entriesfirst seen 2026-09-12This cluster consists of web storefronts for boutiques with admin dashboards to manage products, orders, and inventory. The dated history is too thin to read a shape from, as only one dated entry exists before the index start, so the cluster predates the index or its members are undated. The traction leaders are atelier-store, hanna-business-server, and fama, each with zero stars.
  7. Event and wedding planning websites13 entriesfirst seen 2026-09-12This cluster consists of websites for event and wedding planning businesses that showcase their design services and route inquiries to consultations. The dated history is too thin to read a shape from, as there are no dated entries before the index start, meaning the cluster predates the index or its members are undated. Traction leaders by activity signal are alunara-web, eventplanner-site, and wedding-vision, each with 0 stars.
  8. AI brand visibility monitoring13 entriesfirst seen 2026-09-11This cluster focuses on monitoring and improving how brands appear in AI chatbot responses across platforms like ChatGPT, Claude, and Gemini. The dated history is too thin to read a shape from, as only two dated entries predate the index. Traction is led by 'open' with one star, while the other two members have none.
  9. SSH/SFTP desktop management tools13 entriesfirst seen 2026-09-11This cluster consists of desktop applications for managing remote connections via SSH, SFTP, and related protocols, with features like tabbed terminals, saved connections, and file transfers. The dated history is too thin to read a shape from—no pre-index entries exist, so the cluster predates the index or its members are undated. Traction leaders are HaloSSH (2 stars), ssh-connector (1 star), and notroyalts (0 stars).
  10. Windows lunar calendar widgets13 entriesfirst seen 2026-09-10This cluster consists of Windows desktop widgets and calendar apps that integrate the lunar calendar with reminders, weather, and system stats. The dated entry history is too thin to read a shape from — the cluster predates the index or its members are undated. Among traction leaders, Vuget shows the highest activity signal at 2 stars, while the other two members have 1 star each.
  11. AI procurement quotation comparison13 entriesfirst seen 2026-09-10The cluster consists of AI-assisted tools that parse, compare, and recommend among supplier quotations for procurement teams, offering features like live extraction, normalization, and explainable suggestions. The dated history before the index start is too thin to read a shape from, with only three dated entries, so it predates the index or its members are undated. Traction is led by ai-procurement-assistant, quoteprobe, and quote-review, each showing zero stars.
  12. Screen OCR translation tools13 entriesfirst seen 2026-09-10This cluster consists of desktop utilities that capture a screen region, perform OCR to extract text, and then translate it—either by copying the result, using online services, or overlaying translations in place. The dated history is too thin to read a shape from, since only 3 entries predate the index start and the cluster appears to predate the index or have mostly undated members. Among those with traction signals, screenshot-box leads with 2 stars, followed by ScreenLingo and GhostTranslator with 1 star each.
  13. iPhone self-hosted AI agent clients13 entriesfirst seen 2026-09-09These are iPhone clients for managing self-hosted AI agents, allowing task dispatch, approval/question/completion notifications, and fleet monitoring through user-selected gateways. The cluster's dated history is too thin to read a shape from -- it predates the index or its members are undated, as only 0 dated entries exist before the index start. Traction among these products is led by floe-agent with 12 stars, while hermes-fleet and harness-pocket each have 0.
  14. Candle e-commerce websites13 entriesfirst seen 2026-09-08This cluster comprises e-commerce websites for candle and wax melt brands, each with product catalogs, order placement, and an admin dashboard for store management. The dated history is too thin to read a shape from, as only two dated entries exist before the index start. Traction leaders, based on activity signal, are Velas_sale, MiNuevaWeb, and OTR, each with 0 stars.
  15. LMS for course creation and certification13 entriesfirst seen 2026-09-06This cluster comprises learning management systems for instructors and administrators to create and manage courses, quizzes, assignments, and certificates while tracking progress. Only two dated entries exist before the index start, making the entry timeline too thin to infer a shape. All traction leaders—AscardX-Era-Student-Portal, LMS, and vignan-lms—show zero stars, indicating minimal activity.
  16. Peer-to-peer exchange platforms13 entriesfirst seen 2026-09-05This cluster consists of web applications that enable peer-to-peer exchanges, including direct transactions, trading, and the sharing or rental of items among users. The dated entry history is too thin to read a shape from, with only two dated entries before the index start. Among the traction leaders, Pay-flow, navikx-web, and takeme show the highest activity signals, each with zero stars.
  17. Basic web calculators13 entriesfirst seen 2026-09-05This cluster consists of web calculators that perform only basic arithmetic operations for everyday use. The dated history is too thin to read a shape from, as there are zero dated entries prior to the index start; all members either predate the index or lack source dates. Traction leaders, based on activity signal, are anil-calculator, Calculator, and CALCULATOR, each with 0 stars, indicating no notable user engagement so far.
  18. Git history work report generators13 entriesfirst seen 2026-09-05This cluster consists of local tools and apps that aggregate Git commit history from multiple projects and generate structured daily or weekly work reports, often with optional AI summarization and statistics. The dated history before the index start is too thin to read a shape from, with only 4 dated entries. Among traction leaders, Bitacora-Dev leads with 7 stars, followed by desktop-app with 3 stars and surgite with 1 star.
  19. macOS menu bar time trackers13 entriesfirst seen 2026-09-05These are macOS menu bar apps for tracking time spent on projects, tasks, or sessions. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. On traction, ambient-context leads with 172 stars, followed by vibebar (45) and launchboard (7).
  20. Per-process network monitoring tools13 entriesfirst seen 2026-09-04This cluster consists of desktop applications that track per-process or per-application network usage and provide controls such as blocking, capping, or bandwidth limits. The dated history is too thin to read a shape from, as there are too few entries before the index start, and the cluster predates the index or its members are undated. Among the members, limen-firewall leads on traction with 1 star, while the others show no star activity.
  21. Roblox script executors13 entriesfirst seen 2026-09-03This cluster centers on tools for running Lua or Luau scripts inside Roblox, including desktop suites, cross-platform executors, script libraries, and a code checker for development standards. The dated history before the index start is too thin to read a shape from — only two dated entries exist, so the cluster likely predates the index or most members are undated. Among members with traction signals, Delta-Executor-Hub leads with 50 stars, followed by roblox-dev-plugin and Xeno-Executor at 1 star each.
  22. Security company websites13 entriesfirst seen 2026-09-03This cluster consists of corporate websites for security companies offering CCTV, access control, alarm systems, and related services, plus one web application for managing alarm-service client records. The dated history before the index start is too thin to read a shape from, with no dated entries, so the cluster predates the index or its members are undated. Traction leaders, all with 0 stars, are teracom-solutions-website, alarm-client-register, and recon-insights-hub.
  23. Meeting transcription menu bar apps13 entriesfirst seen 2026-09-03This cluster consists of macOS menu-bar apps that record meetings, transcribe audio locally, and often produce summaries, decisions, or action items; some statements also add separate microphone/system-audio tracks and JSON interfaces for AI agents. The cluster's dated history is too thin to read a shape from: there are 0 dated entries before the index start, so it predates the index or its members are undated. By activity signal, reprise leads with 3 stars, followed by ultra-meet-v2 and personal-audio-transcriber with 1 star each.
  24. Self-hosted AI email clients13 entriesfirst seen 2026-09-02This cluster covers self-hosted email clients that unify multiple mailboxes (Gmail, custom domains) and leverage embedded AI agents for triage, search, summarization, and drafting. The dated history is too thin to read a shape from — only a single pre-index entry exists, so the cluster predates the index or most members are undated. Traction leaders by activity signal are heyflare (23 stars), followed by triagem-email-llm and agents-go-postal (1 star each).
  25. Cyber threat intelligence platforms13 entriesfirst seen 2026-09-02This cluster consists of cyber threat intelligence platforms that aggregate external feeds, correlate indicators, enrich and score threat data, and present prioritized alerts in an analyst-focused workspace for security operations teams. Its dated history before the index is too thin to read a shape from: only one dated entry exists, so the cluster either predates the index or most members are undated. By activity signal, openclaw-sentinel leads with 7 stars, followed by VantageCTI with 5 stars and signalgraph with 0 stars.
  26. AI usage quota trackers13 entriesfirst seen 2026-09-02This cluster consists of desktop utilities that monitor AI model usage and quota limits across multiple provider accounts, displaying remaining allowances and reset times via plugins, system trays, or sidebars. Its dated history is too thin to read a shape from, with only a single pre-index entry available. Among members with traction, tidemark leads with 59 stars, far ahead of QuotaTray (3 stars) and hermes-codex-limits (2 stars).
  27. AI farmer-to-buyer marketplaces13 entriesfirst seen 2026-09-02This cluster consists of AI-powered agricultural marketplaces that connect farmers directly with buyers, offering assistance with crop selection, pricing, delivery, and market intelligence. The cluster's dated history is too thin to read a shape from, as only zero dated entries exist before the index start, and members predate the index or are undated. Traction leaders are Team-Catalyst and agroendure.alibababanoqabil, each with 1 star, followed by AgriConnect with 0 stars.
  28. AI Instagram creator dashboards13 entriesfirst seen 2026-09-01This cluster consists of dashboards for Instagram creators that manage AI-generated content, track reel metrics, detect viral trends, and offer strategy guidance. 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 instagram-ai-crm and instagram-mcp, each with 1 star on the activity signal.
  29. Local macOS speech-to-text apps13 entriesfirst seen 2026-09-01This cluster consists of macOS menu bar apps that perform local, offline speech-to-text transcription and insert the resulting text into any application. The dated history is too thin to discern a timeline shape, as there are no dated entries before the index start. Traction leaders are mc.Rofone and talk-trace, each with 1 star, while livemandarin has 0 stars.
  30. GitHub repo Q&A tools13 entriesfirst seen 2026-09-01These tools let developers ask natural-language questions about public GitHub repositories and receive answers cited to specific files and lines, with some variations for docs, code browsing, or game-based learning. The cluster's dated history before the index start is too thin to read a shape (only three dated entries). biocontext leads on traction with 14 stars, while other dated members show zero stars.
  31. WhatsApp Event Planning Websites13 entriesfirst seen 2026-09-01This cluster consists of websites for event planning, catering, and hospitality businesses that showcase their services and facilitate booking or quote requests via WhatsApp. The dated history is too thin to read a shape from, as there are no pre-index entries. Traction leaders include HajiTila-Cathering, Unruffled-Feathers, and perry-s-balloons-decor, each with zero stars.
  32. macOS menu bar clutter managers13 entriesfirst seen 2026-09-01This cluster comprises macOS menu bar utilities that hide or minimize app icons to reduce clutter. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. The leading traction is justhide with 8 stars, followed by NotchQuota and BigMenu.
  33. Interactive romantic love letters13 entriesfirst seen 2026-09-01This cluster consists of interactive web experiences that present personalized romantic love letters through animations, ambient music, and envelope reveals. Only two dated entries exist before the index start, making the timeline shape unreadable; the cluster's history is too thin to characterize. Traction leaders by activity signal are Pour-mela, chronicle, and Mela, each with zero stars.
  34. Crypto trading signal Telegram bots13 entriesfirst seen 2026-09-01This cluster consists of Telegram-based crypto trading bots that scan futures and perpetual markets for trading signals, such as volume spikes, and alert users; one bot also supports testnet order execution. The dated history is too thin to read a shape from—it predates the index or its members are undated. Traction leaders include BullTrap-Crypto-Signal-Telegram-Bot with 1 star, while other members have 0 stars.
  35. Windows local encrypted vault apps13 entriesfirst seen 2026-08-30This cluster is made up of Windows desktop tools that store passwords, keys, secrets, notes, and similar data in a local encrypted vault protected by a master password, with one product also offering a CLI. The cluster's 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 its members are undated. On traction, terminal-graveyard leads with 8 stars, followed by seorap with 6 stars and ZELVORYN with 4 stars.
  36. Company profile websites13 entriesfirst seen 2026-08-30This cluster consists of company profile websites that present a business's corporate information, services, and contact details to potential clients. The dated history is too thin to read a shape from, as there are too few dated entries. The traction leaders are iip-jaya-meat, Ziotech-Compro, and promactar, all with zero stars.
  37. Custom Discord bots for communities13 entriesfirst seen 2026-08-30This cluster consists of Discord bots built for specific communities or personal use, offering features like custom roles, reputation tracking, currency wallets, and private channels, plus one no-code bot builder. The dated history is too thin to read a shape from—only one entry predates the index start, so the cluster's timeline is essentially undated. Traction leaders are nova-vc, mori_discord_bot_VCD, and discord-bot, each showing 0 stars as the highest activity signal.
  38. AI financial reconciliation platforms13 entriesfirst seen 2026-08-29AI financial reconciliation platforms that automatically match transaction records across datasets, flag discrepancies, and generate explanations or recommendations for resolution. The cluster's dated history predating the index is too thin to read a shape from (only three dated entries), so the cluster either predates the index or its members are largely undated. Traction is led by AR-Cash-Reconciliation, followed by Casewise and ai-finance-controller.
  39. Job board web apps13 entriesfirst seen 2026-08-24Job board web apps let users browse, search, and apply for job openings. 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 buddy-job-board, Jobboard-app, and job-board, each with 0 stars.
  40. Social media video organizers13 entriesfirst seen 2026-08-24This cluster consists of apps for saving, organizing, and managing visual media—primarily videos and images from social platforms like YouTube and Twitter—into personal or shared collections. Dated entries before the index start are sparse: single entries in July 2023, December 2023, and January 2025, followed by three entries in June 2026. Traction is led by x-media with 1 star, while SECOND-BRAIN- and reelbin show 0 stars.
  41. Visitor and access management apps13 entriesfirst seen 2026-08-23This cluster comprises web and mobile applications for managing visitor and employee access at workplaces, covering registration, check-in/check-out, analytics, and visitor history. The dated entry history before the index start shows sparse occurrence: a single entry in 2015, another in 2021, then two in 2025 and two in early 2026, indicating a gradual recent pickup. All traction leaders have zero stars, with opsdesk-visitor-management ranking highest on activity signal.
  42. Mac live translation apps13 entriesfirst seen 2026-08-23This cluster consists of Mac apps that perform real-time transcription and translation of audio or video, displaying translated subtitles and often speaking the translation aloud for two-way conversations or media viewing. The cluster's dated history is too thin to read a shape from, as it predates the index or its members are undated, with no pre-index entry counts available. Traction leaders by activity signal are macdub and AI-Viewing-Companion, each with 1 star, followed by Youtube-Video-Bangla-Translator with 0 stars.
  43. To-do list web apps13 entriesfirst seen 2026-08-21This cluster comprises web applications focused on task management and to-do lists, enabling users to create, organize, and track tasks. The dated history is too thin to read a shape from, with only 4 dated entries before the index start and 6 members lacking source dates. Traction leaders based on activity signal are tasks-manager (1 star) and taskflow-fullstack (2 stars), while toDo has 0 stars.
  44. Library management web apps13 entriesfirst seen 2026-08-21This cluster consists of web and cross-platform applications for managing library operations, including catalogs, checkouts, returns, inventory, and member accounts, with some variants offering reservations, seat allocation, or overdue fee handling. The dated history before the index start shows an uneven distribution: a single entry in July 2022, followed by a series of entries from July 2025 through March 2026, with two entries in March 2026. Traction leaders are all at zero stars—Smart_Library_New_v2.0, peminjamanperpusmira, and Library-Management-System—indicating minimal observable activity signal across the cluster.
  45. Local-first personal finance apps13 entriesfirst seen 2026-08-20This cluster consists of local-first personal finance applications that let users manage accounts, transactions, budgets, investments, and other financial data on their own machine. Dated history is too thin to read a shape from—only one dated entry exists before the index start, so the cluster's timeline predates the index or its members are largely undated. On traction, LocalFi leads with 9 stars, followed by wealth-compass at 3 stars and t-money at 2 stars.
  46. Chinese-English browser extensions13 entriesfirst seen 2026-08-20This cluster of browser extensions focuses on Chinese-English language assistance, covering rewriting, interface localization, and dictionary translations. With only two dated entries before the index start, the cluster's historical timeline is too thin to discern a shape. j7tracker-zh leads on traction with 20 stars, followed by x-filter-cn with 5 and readnote-atlas with 2.
  47. Sports betting web apps13 entriesfirst seen 2026-08-19This cluster consists of web-based sports betting applications that allow users to place wagers and view odds. The dated entry history is thin (only three dated entries before the index start), making it impossible to discern a timeline shape; the cluster likely predates the index or many members lack source dates. Traction leaders are 1xbet, daily-ham, and lslonlinebettinggg, all with zero stars, indicating a low-activity signal.
  48. Flood risk prediction dashboards13 entriesfirst seen 2026-08-19These are web platforms that predict or map urban flood risk from weather and environmental data, with features like real-time street-level alerts and safer route suggestions. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. The most active members by traction signal are Predicting-El-Nino-Intensity-Climate-Vulnerability-in-Kenya-A-Time-Series-and-Spatial-Risk-Analysis, disasterguard, and Floodcast, each with 0 stars.
  49. Self-hosted proxy management panels13 entriesfirst seen 2026-08-19This cluster consists of self-hosted web panels for deploying and managing multi-protocol proxy servers, user accounts, and subscription links for VPN access. 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 most members are undated. On traction, lunel leads with 482 stars, followed by vpn_ui_railway (60 stars) and pxpanel (32 stars).
  50. AI project management workspaces13 entriesfirst seen 2026-08-18This cluster combines project management with AI-agent interactions in a unified workspace. The dated history is too thin to read a shape from, as no entries predate the index start. On traction, wasl leads with 2 stars, followed by Prime-Orbit with 1 star and godeye-os with 0 stars.

How to read this list

HOW TO READ THIS

A cluster is a group of products whose descriptions sit close together, redrawn from scratch every night. Groups split, merge and disappear between rebuilds, and a group's size can change without a single product changing. Read this as a map of where ideas crowd, not a census — most products sit in no cluster at all.

Many labels here are auto-generated from the group's own text rather than written, and the summaries and gap analyses lag behind the clustering: the pass that writes them has not caught up with the groups the last rebuild created. A missing summary means we have not written one, not that there is nothing to say.

“First seen” is the earliest date any member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so an early date reports how far back a member's own source dated it — not how long we have been watching. The Pulse carries the live totals.