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 September 13, 2026, GitStarClub tracks 1,365 repositories in Python. public-apis/public-apis leads with 479.5k 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
September 13, 2026
Source
GitStarClub

Top repositories

1,001-1,100 of 1,365

Python repositories by current stars

  1. 1002
    Python
  2. 1003
    Python
  3. 1004
    Python
  4. 1005
    Python
  5. 1006
    Python
  6. 1008
    Jupyter Notebook
  7. 1009
    Python
  8. 1010
    Python
  9. 1011
    Python
  10. 1012
    Python
  11. 1013
    Python
  12. 1014
    pypa/pipx13.0k
    Python
  13. 1015
    neuml/txtai12.9k
    Python
  14. 1017
    Python
  15. 1018
    Python
  16. 1019
    Python
  17. 1020
    SystemVerilog
  18. 1021
    C++
  19. 1022
    Python
  20. 1023
    TypeScript
  21. 1024
    Python
  22. 1028
    Python
  23. 1029
    D
  24. 1030
    Python
  25. 1031
    Unknown
  26. 1033
    Python
  27. 1034
    Python
  28. 1035
    Python
  29. 1036
    Python
  30. 1037
    JavaScript
  31. 1039
    Python
  32. 1041
    rommapp/romm12.6k
    Python
  33. 1042
    Jupyter Notebook
  34. 1044
    Python
  35. 1045
    Python
  36. 1046
    Shell
  37. 1047
    Python
  38. 1048
    jopohl/urh12.6k
    Python
  39. 1049
    Python
  40. 1050
    Python
  41. 1051
    Python
  42. 1052
    secdev/scapy12.5k
    Python
  43. 1054
    C++
  44. 1055
    Python
  45. 1056
    simonw/llm12.5k
    Python
  46. 1057
    TypeScript
  47. 1058
    Python
  48. 1059
    Python
  49. 1060
    Python
  50. 1061
    Python
  51. 1062
    Python
  52. 1064
    HKUDS/ViMax12.4k
    Python
  53. 1065
    cupy/cupy12.3k
    Python
  54. 1066
    keephq/keep12.3k
    Python
  55. 1067
    Python
  56. 1068
    Python
  57. 1069
    Python
  58. 1070
    Python
  59. 1071
    Python
  60. 1072
    Python
  61. 1073
    TypeScript
  62. 1074
    Python
  63. 1076
    Python
  64. 1077
    Python
  65. 1078
    Cython
  66. 1079
    Python
  67. 1082
    JavaScript
  68. 1083
    Python
  69. 1086
    Python
  70. 1088
    Python
  71. 1089
    JavaScript
  72. 1090
    Python
  73. 1091
    Python
  74. 1092
    Python
  75. 1093
    Python
  76. 1094
    JavaScript
  77. 1095
    Python
  78. 1096
    Dockerfile
  79. 1097
    Python
  80. 1098
    Python
  81. 1099
    Jupyter Notebook
  82. 1100
    Python
Browse all 1,365 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 September 13, 2026, Python includes 1,365 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 479.5k total stars.

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

EbookFoundation/free-programming-books follows in Python with 396.0k 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.