Ecosystem

Python

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 Python 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 1,341 repositories in Python. public-apis/public-apis leads with 468.7k total stars, followed by EbookFoundation/free-programming-books and donnemartin/system-design-primer. 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

1-100 of 1,341

Python repositories by current stars

  1. 1
    Python
  2. 4
    Python
  3. 7
    Python
  4. 10
    yt-dlp/yt-dlp186.3k
    Python
  5. 11
    Unknown
  6. 12
    Python
  7. 13
    Python
  8. 14
    Python
  9. 15
    TypeScript
  10. 17
    Python
  11. 18
    Python
  12. 19
    TypeScript
  13. 20
    Python
  14. 22
    Python
  15. 23
    Python
  16. 24
    Python
  17. 26
    Python
  18. 27
    Java
  19. 28
    Python
  20. 32
    Python
  21. 33
    Python
  22. 34
    JavaScript
  23. 35
    Python
  24. 36
    Python
  25. 37
    Jupyter Notebook
  26. 38
    Python
  27. 39
    Python
  28. 41
    nvbn/thefuck97.7k
    Python
  29. 42
    Python
  30. 43
    Python
  31. 44
    3b1b/manim91.9k
    Python
  32. 45
    Rust
  33. 46
    Python
  34. 48
    C++
  35. 49
    TypeScript
  36. 50
    Python
  37. 51
    Jupyter Notebook
  38. 52
    Go
  39. 53
    astral-sh/uv89.0k
    Rust
  40. 54
    Python
  41. 55
    Python
  42. 56
    Python
  43. 58
    Python
  44. 59
    Clojure
  45. 60
    Python
  46. 62
    Python
  47. 63
    Python
  48. 64
    Python
  49. 65
    Python
  50. 66
    Python
  51. 67
    Python
  52. 69
    Python
  53. 70
    Python
  54. 71
    Python
  55. 72
    Python
  56. 73
    Python
  57. 75
    Python
  58. 77
    Jupyter Notebook
  59. 80
    Python
  60. 81
    Python
  61. 83
    Python
  62. 85
    Python
  63. 86
    Python
  64. 88
    Python
  65. 90
    Python
  66. 91
    Python
  67. 92
    Python
  68. 94
    Python
  69. 95
    Python
  70. 96
    mem0ai/mem063.8k
    Python
  71. 98
    Python
  72. 99
    Python
  73. 100
    Python
Browse all 1,341 repositories

Related categories

GitStarClub renders Ecosystem 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 Python?

As of August 23, 2026, Python includes 1,341 repositories from GitStarClub's ≥10k whitelist — a deterministic rule slice, not a complete GitHub catalog.

Which repository leads Python?

public-apis/public-apis leads Python with 468.7k total stars.

Which repository follows public-apis/public-apis in Python?

EbookFoundation/free-programming-books follows in Python with 395.0k total stars.

How is the Python 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.