Domain

Automation

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

Data as of
August 23, 2026
Source
GitStarClub

Top repositories

101-183 of 183

Automation repositories by current stars

  1. 101
    Go
  2. 102
    Python
  3. 103
    TypeScript
  4. 104
    Python
  5. 105
    go-task/task16.0k
    Go
  6. 106
    TypeScript
  7. 108
    Objective-C
  8. 109
    ansible/awx15.5k
    Python
  9. 110
    Kotlin
  10. 113
    HTML
  11. 119
    JavaScript
  12. 120
    Python
  13. 122
    C++
  14. 123
    TypeScript
  15. 124
    Python
  16. 126
    Python
  17. 127
    JavaScript
  18. 129
    TypeScript
  19. 130
    TypeScript
  20. 133
    TypeScript
  21. 134
    TypeScript
  22. 135
    Python
  23. 136
    C++
  24. 137
    Ruby
  25. 139
    Python
  26. 140
    neuml/txtai12.9k
    Python
  27. 141
    Unknown
  28. 143
    JavaScript
  29. 144
    C
  30. 145
    Python
  31. 146
    Python
  32. 147
    Python
  33. 148
    TypeScript
  34. 149
    TypeScript
  35. 150
    Python
  36. 151
    Unknown
  37. 152
    Go
  38. 153
    wix/Detox12.0k
    JavaScript
  39. 154
    TypeScript
  40. 155
    TypeScript
  41. 156
    Python
  42. 158
    JavaScript
  43. 159
    TypeScript
  44. 160
    C++
  45. 161
    Python
  46. 162
    Python
  47. 163
    Python
  48. 164
    TypeScript
  49. 165
    Python
  50. 166
    dtm-labs/dtm10.9k
    Go
  51. 167
    Go
  52. 172
    Go
  53. 173
    JavaScript
  54. 174
    Java
  55. 175
    Python
  56. 176
    Python
  57. 177
    PHP
  58. 178
    Python
  59. 180
    Go
  60. 181
    Unknown
  61. 182
    Jupyter Notebook
  62. 183
    C#
Browse all 183 repositories

Related categories

GitStarClub renders Domain links from the category registry, using public flags, slugs, labels, and counts that were precomputed before the request.

Frequently asked questions

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.

Which repository leads Automation?

n8n-io/n8n leads Automation with 201.9k total stars.

Which repository follows n8n-io/n8n in Automation?

langflow-ai/langflow follows in Automation with 153.6k total stars.

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.