What repositories are included in Automation?
As of August 23, 2026, Automation includes 183 repositories from GitStarClub's ≥10k whitelist — a deterministic rule slice, not a complete GitHub catalog.
Domain
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 Automation 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 183 repositories in Automation. n8n-io/n8n leads with 201.9k total stars, followed by langflow-ai/langflow and langgenius/dify. This category ranking uses deterministic category assignments, all-time ranking data, and repository metadata. - GitStarClub
Automation repositories by current stars
GitStarClub renders Domain links from the category registry, using public flags, slugs, labels, and counts that were precomputed before the request.
As of August 23, 2026, Automation includes 183 repositories from GitStarClub's ≥10k whitelist — a deterministic rule slice, not a complete GitHub catalog.
n8n-io/n8n leads Automation with 201.9k total stars.
langflow-ai/langflow follows in Automation with 153.6k 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.