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

1,001-1,100 of 1,341

Python repositories by current stars

  1. 1001
    neuml/txtai12.9k
    Python
  2. 1002
    Python
  3. 1003
    SystemVerilog
  4. 1004
    C++
  5. 1006
    Python
  6. 1007
    Python
  7. 1012
    Python
  8. 1013
    Unknown
  9. 1014
    D
  10. 1015
    Python
  11. 1016
    Python
  12. 1017
    Python
  13. 1019
    Jupyter Notebook
  14. 1022
    Python
  15. 1023
    Python
  16. 1024
    Shell
  17. 1025
    Python
  18. 1026
    jopohl/urh12.6k
    Python
  19. 1027
    Python
  20. 1028
    TypeScript
  21. 1029
    Python
  22. 1030
    Python
  23. 1031
    Python
  24. 1032
    secdev/scapy12.5k
    Python
  25. 1033
    Python
  26. 1034
    C++
  27. 1037
    JavaScript
  28. 1038
    TypeScript
  29. 1039
    Python
  30. 1040
    simonw/llm12.4k
    Python
  31. 1041
    Python
  32. 1042
    Python
  33. 1043
    Python
  34. 1045
    Python
  35. 1046
    Python
  36. 1047
    Python
  37. 1048
    cupy/cupy12.3k
    Python
  38. 1049
    TypeScript
  39. 1050
    Python
  40. 1051
    Python
  41. 1052
    Python
  42. 1053
    Python
  43. 1054
    Python
  44. 1055
    Python
  45. 1056
    Python
  46. 1057
    keephq/keep12.2k
    Python
  47. 1059
    Python
  48. 1060
    Python
  49. 1061
    JavaScript
  50. 1062
    Python
  51. 1063
    rommapp/romm12.2k
    Python
  52. 1064
    Cython
  53. 1065
    Python
  54. 1066
    Python
  55. 1069
    JavaScript
  56. 1071
    Python
  57. 1073
    Python
  58. 1074
    Python
  59. 1076
    Python
  60. 1077
    HKUDS/ViMax12.1k
    Python
  61. 1078
    Python
  62. 1079
    Python
  63. 1080
    Python
  64. 1081
    Python
  65. 1082
    Jupyter Notebook
  66. 1083
    Dockerfile
  67. 1084
    Python
  68. 1085
    Python
  69. 1086
    Python
  70. 1087
    Python
  71. 1088
    JavaScript
  72. 1089
    Python
  73. 1090
    h2oai/h2ogpt12.0k
    Python
  74. 1091
    dbcli/mycli12.0k
    Python
  75. 1092
    Assembly
  76. 1093
    Python
  77. 1095
    Python
  78. 1096
    Python
  79. 1097
    Cython
  80. 1098
    Python
  81. 1100
    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.