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CLUSTER DASHBOARD-LOCAL-MONITORS · 15 ENTRIES · EARLIEST ENTRY 2026-09-26

Local AI model monitoring dashboards

These products are desktop or local web dashboards that inventory and monitor on-machine resources—repositories, ports, API keys, network traffic, system load, AI models, hardware, and servers—while helping users manage storage, cleanup, and security locally. The cluster's dated history is too thin to read a shape from—it predates the index or its members are undated. On traction, spark-scope leads with 17 stars, followed by secaiq-watch at 5 and open-workbench at 2.

Entry timeline

ENTRY TIMELINE

SEP 2026: 10OCT 2026: 5
SEP 2026OCT 2026

Each bar is the month a 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 a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.

Members by activity

Activity signals, not revenue.

Build origin · 2 ai-built · 13 unlabelled

Operator · 10 hobby · 1 open source · 4 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 15 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01spark-scope17★11 days—hobbyDashboard and rack panel that monitors AI accelerator nodes and the model serving processes running on them.
  2. 02secaiq-watch5★21 days—Local read-only dashboard that monitors AI tools on a computer, showing network activity, permissions, and token usage.
  3. 03StackRadar2★10 days—hobbyDesktop dashboard that inventories local repositories, exposed ports, leaked API keys, and network traffic, monitors system load, and tracks AI coding agents.
  4. 04open-workbench2★17 days—Local-first personal dashboard that connects on-device AI models, files, terminal, and system status.
  5. 05local-ai-manager1★18 days—hobbyLocal web dashboard that manages locally installed AI models and monitors hardware resources on Windows.
  6. 06aur-security-dashboard0★14 daysliveopen sourceLocal security dashboard that monitors system integrity, audits AUR packages, and detects anomalies on Arch Linux.
  7. 07mtrata0★4 days—hobbyMonitoring dashboard for local AI inference servers that displays hardware status, GPU memory, and model residency without sending data off the machine.
  8. 08opera-ai-suite-90ed6afd0★24 days—ai-builthobbyWeb dashboard for managing a custom data store, encrypted file storage, user access control, and API endpoints in an AI application platform.
  9. 09PaperBridge0★12 days—hobbyLocal desktop app that coordinates research tasks across AI assistants, tracking evidence, quality checks and review records in a dashboard.
  10. 10ai-pulse0★27 days—ai-builtDesktop dashboard that checks connectivity to AI services and shows status in full and mini panels without requiring API keys.
  11. 11machinograph0★11 dayslivehobbyDesktop dashboard that monitors local AI hardware, models, and servers, and helps manage storage, cleanup, and security entirely on the user's machine.
  12. 12localtrace1★1 mo—hobbyLocal-first macOS monitoring dashboard that tracks storage consumption of AI model directories and alerts on space usage changes.
  13. 13ai-key-manager0★1 mo—hobbyLocal-first API key manager that stores AI service keys on the user's machine, tests connectivity, monitors balances, and generates configuration snippets for AI tools.
  14. 14ai-manager-windows0★1 mo—hobbyWindows tray dashboard that checks installed AI tools for newer versions, shows release notes, and lets users control when updates are installed.
  15. 15SpecForge0★1 mo—Windows desktop app that scans PC hardware and software, displays a dashboard, and exports specifications as CSV, JSON, or text for AI-assisted listings.

Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.

Local AI model monitoring dashboards — 15 indexed · Whitespace