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

401-500 of 1,341

Python repositories by current stars

  1. 405
    Python
  2. 406
    apache/flink26.3k
    Java
  3. 408
    Python
  4. 409
    Python
  5. 411
    Python
  6. 412
    Python
  7. 414
    Python
  8. 415
    Python
  9. 416
    C
  10. 417
    Python
  11. 418
    zulip/zulip25.8k
    Python
  12. 419
    Python
  13. 420
    Python
  14. 421
    Python
  15. 422
    Go
  16. 423
    Jupyter Notebook
  17. 425
    Python
  18. 427
    Python
  19. 428
    asdf-vm/asdf25.5k
    Go
  20. 429
    Python
  21. 430
    Jupyter Notebook
  22. 431
    Jupyter Notebook
  23. 433
    Python
  24. 434
    Python
  25. 435
    Python
  26. 436
    Python
  27. 437
    Python
  28. 438
    Python
  29. 439
    Python
  30. 440
    pypa/pipenv25.0k
    Python
  31. 441
    openai/gpt-225.0k
    Python
  32. 442
    Python
  33. 443
    Python
  34. 446
    Python
  35. 448
    Jupyter Notebook
  36. 449
    Python
  37. 450
    PLSQL
  38. 451
    Python
  39. 453
    Jupyter Notebook
  40. 454
    plotly/dash24.4k
    Python
  41. 455
    Python
  42. 456
    Python
  43. 457
    Python
  44. 458
    Python
  45. 462
    Python
  46. 463
    C++
  47. 465
    Python
  48. 466
    Jupyter Notebook
  49. 467
    Python
  50. 471
    Python
  51. 472
    JavaScript
  52. 473
    Python
  53. 475
    Python
  54. 476
    Python
  55. 477
    Python
  56. 479
    Jupyter Notebook
  57. 480
    Shell
  58. 482
    Jupyter Notebook
  59. 483
    Vonng/ddia23.4k
    Python
  60. 484
    Python
  61. 485
    Python
  62. 486
    Python
  63. 487
    Python
  64. 488
    Python
  65. 489
    Python
  66. 490
    Python
  67. 491
    Python
  68. 492
    Python
  69. 493
    Python
  70. 496
    Rust
  71. 497
    Python
  72. 499
    Python
  73. 500
    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.