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

501-600 of 1,341

Python repositories by current stars

  1. 502
    Python
  2. 503
    Python
  3. 504
    wandb/openui22.5k
    TypeScript
  4. 505
    Python
  5. 506
    Python
  6. 507
    Python
  7. 508
    Jupyter Notebook
  8. 509
    Python
  9. 510
    Python
  10. 511
    Python
  11. 512
    Python
  12. 513
    C++
  13. 515
    Python
  14. 517
    Python
  15. 518
    openai/swarm21.9k
    Python
  16. 519
    Python
  17. 521
    Python
  18. 522
    Python
  19. 523
    trycua/cua21.8k
    HTML
  20. 524
    frida/frida21.7k
    Meson
  21. 526
    QwenLM/Qwen21.6k
    Python
  22. 528
    Python
  23. 529
    Rust
  24. 530
    Python
  25. 531
    Python
  26. 533
    Python
  27. 534
    Python
  28. 535
    Python
  29. 536
    onnx/onnx21.3k
    Python
  30. 537
    Jupyter Notebook
  31. 538
    C#
  32. 539
    Python
  33. 540
    RasaHQ/rasa21.3k
    Python
  34. 541
    Python
  35. 543
    Python
  36. 545
    Dockerfile
  37. 546
    Jupyter Notebook
  38. 547
    xbmc/xbmc21.1k
    C++
  39. 548
    Python
  40. 549
    Python
  41. 551
    Python
  42. 552
    apache/mxnet20.8k
    C++
  43. 553
    python/mypy20.6k
    Python
  44. 554
    Python
  45. 555
    bokeh/bokeh20.4k
    Python
  46. 556
    jundot/omlx20.4k
    Python
  47. 557
    Python
  48. 558
    Python
  49. 559
    Unknown
  50. 560
    Python
  51. 561
    camel-ai/owl20.1k
    Python
  52. 562
    Python
  53. 563
    C
  54. 565
    MLIR
  55. 566
    Free-TV/IPTV20.0k
    Python
  56. 567
    Python
  57. 568
    Python
  58. 569
    Python
  59. 570
    Python
  60. 571
    Python
  61. 572
    rsms/inter19.8k
    Python
  62. 573
    Python
  63. 574
    C++
  64. 575
    TypeScript
  65. 576
    Python
  66. 577
    Python
  67. 580
    Python
  68. 582
    Python
  69. 583
    Python
  70. 584
    astral-sh/ty19.5k
    Python
  71. 586
    Python
  72. 587
    Avaiga/taipy19.4k
    Python
  73. 588
    mxrch/GHunt19.4k
    Python
  74. 589
    joke2k/faker19.4k
    Python
  75. 590
    Python
  76. 591
    Python
  77. 592
    Python
  78. 593
    Python
  79. 595
    Python
  80. 596
    openai/evals19.2k
    Python
  81. 597
    Python
  82. 598
    Python
  83. 599
    JavaScript
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.