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ALL-TIME TOP 20 · SCIENCE

Ranked within SCIENCE by total stars, recent maintenance and cross-source evidence. Up to 20 tools; a public item counts within the public category its editor confirmed, everything else within the category the AI classifier assigned.

18 ranking-eligible repositories in this category · median ★ 52.5 · median 7-day gain +14 (1 observed) Numbers by category →

AI chooses the lists under the owner’s delegation. No human review is running in September 2026. Total stars, increases, cross-source signals, last updates and licences are shown as evidence. How ranks work →

  1. 01
    A frame from the README GIF: a 3D globe seen from orbit, overlaid with tracked-object labels and an orbit line.

    gods-eye-view

    Puts real satellite and flight tracks on a 3D globe in your browser.

    GitHubLicence unconfirmedUnconfirmed — check before use.Last push

    ★ 62.1k▲ +14 / 7dDaily star increases over 14 days. Hollow bars mean no data. The last day may be partial.2026-10-19 no data2026-10-20 no data2026-10-21 no data2026-10-22 no data2026-10-23 no data2026-10-24 no data2026-10-25 no data2026-10-26 no data2026-10-27 no data2026-10-28 no data2026-10-29 +42026-10-30 +22026-10-31 +62026-11-01 +2largest one-day increase in the 14 days+6last 14 days · stars per dayhollow = no data
  2. 02
    OpenResearch landing page: 'Autoresearch on your machine' on white, with Windows (beta) and macOS download buttons.

    OpenResearch

    Runs several research agents in parallel on any model you choose.

    GitHubMITUse, change and redistribute, commercially too. Keep the notice.Last push

    ★ 7.8k
  3. 03
    The AIPOCH Open-Science workspace: project and session list on the left, agent conversation and tool activity in the centre, generated tables and figures with the Provenance panel on the right

    AIPOCH Open-Science

    Local-first AI research workbench: agents run Python/R, every result keeps provenance

    GitHubApache-2.0Commercial use, redistribution OK. Keep notices; mark changes.Last push

    ★ 5.4k
  4. 04
    The Look4Sat map view: the ISS position and ground track over Europe, with azimuth, elevation, altitude and distance listed underneath.

    Look4Sat

    An Android satellite tracker that works out when the next pass crosses your sky, and where to look.

    GitHubGPL-3.0Use freely. Release your source if you redistribute (copyleft).Last push

    ★ 1.5k

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