What repositories are included in Browser?
As of August 23, 2026, Browser includes 764 repositories from GitStarClub's ≥10k whitelist — a deterministic rule slice, not a complete GitHub catalog.
Ecosystem
GitStarClub categories are deterministic rule slices of the ≥10,000-star whitelist. They are not a complete GitHub language or topic catalog.
How is the Browser ranking generated?
GitStarClub combines deterministic category assignments, all-time ranking data, and repository metadata over the ≥10k whitelist. The page is not a complete GitHub language or topic listing, and it does not call live search or AI. GitStarClub categories are deterministic rule slices of the ≥10,000-star whitelist. They are not a complete GitHub language or topic catalog. Category counts come from GitStarClub's own category data: deterministic rules over repository metadata, not live search or AI.
Answer capsule
As of August 23, 2026, GitStarClub tracks 764 repositories in Browser. donnemartin/system-design-primer leads with 365.5k total stars, followed by vinta/awesome-python and ossu/computer-science. This category ranking uses deterministic category assignments, all-time ranking data, and repository metadata. - GitStarClub
Browser repositories by current stars
GitStarClub renders Ecosystem links from the category registry, using public flags, slugs, labels, and counts that were precomputed before the request.
As of August 23, 2026, Browser includes 764 repositories from GitStarClub's ≥10k whitelist — a deterministic rule slice, not a complete GitHub catalog.
donnemartin/system-design-primer leads Browser with 365.5k total stars.
vinta/awesome-python follows in Browser with 315.6k total stars.
GitStarClub combines deterministic category assignments, all-time ranking data, and repository metadata over the ≥10k whitelist. The page is not a complete GitHub language or topic listing, and it does not call live search or AI.