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Row number Tags
1 boto3 DevOps Tools 2,538,062,044 9,937 2026-11-11 Cloud Providers DevOps Tools DevOps →
Python interface to Amazon Web Services.
boto/github.com/boto/boto3 /9,937 stars /2026-11-11
2 urllib3 HTTP Clients 1,539,205,686 4,081 2026-11-11 General HTTP Clients HTTP & Scraping →
An HTTP library with thread-safe connection pooling, file post, and more.
urllib3/github.com/urllib3/urllib3 /4,081 stars /2026-11-11
3 charset-normalizer Text Processing 1,439,240,340 809 2026-10-26 Encoding and Unicode Text Processing Text & Documents →
Universal character encoding detector, and a dependency of requests.
jawah/github.com/jawah/charset_normalizer /809 stars /2026-10-26
4 requests HTTP Clients 1,429,231,904 54,684 2026-10-26 General HTTP Clients HTTP & Scraping →
HTTP Requests for Humans.
psf/github.com/psf/requests /54,684 stars /2026-10-26
5 cryptography Cryptography 1,313,609,881 7,844 2026-11-11 Cryptography Security →
A package designed to expose cryptographic primitives and recipes to Python developers.
pyca/github.com/pyca/cryptography /7,844 stars /2026-11-11
6 pyyaml File Format Processing 1,173,851,967 2,972 2026-10-07 Data Formats File Format Processing Text & Documents →
A full-featured YAML framework for Python.
yaml/github.com/yaml/pyyaml /2,972 stars /2026-10-07
7 python-dateutil Date and Time 1,162,276,369 2,646 2026-11-01 Date and Time Python Language →
Extensions to the standard Python datetime module.
dateutil/github.com/dateutil/dateutil /2,646 stars /2026-11-01
8 pygments Text Processing 1,122,861,126 2,221 2026-09-27 Parser Text Processing Text & Documents →
A generic syntax highlighter.
pygments/github.com/pygments/pygments /2,221 stars /2026-09-27
9 pydantic Data Validation 1,090,038,062 29,463 2026-11-10 Data Validation Data & Science →
Data validation using Python type hints.
pydantic/github.com/pydantic/pydantic /29,463 stars /2026-11-10
10 setuptools Package Management 1,081,349,888 2,871 2026-10-29 Build Backends Package Management Python Toolchain →
The historical and still most widely used pyproject build backend.
pypa/github.com/pypa/setuptools /2,871 stars /2026-10-29
11 numpy Science 1,055,705,240 33,340 2026-11-11 Core Science Data & Science →
A fundamental package for scientific computing with Python.
numpy/github.com/numpy/numpy /33,340 stars /2026-11-11
12 click CLI Development 1,050,240,860 17,820 2026-11-06 Argument Parsing CLI Development CLI & GUI →
A package for creating beautiful command-line interfaces in a composable way.
pallets/github.com/pallets/click /17,820 stars /2026-11-06
13 anyio Asynchronous Programming 987,465,562 2,568 2026-11-11 Async I/O Asynchronous Programming Python Language →
A high-level async concurrency and networking framework that works on top of asyncio or trio.
agronholm/github.com/agronholm/anyio /2,568 stars /2026-11-11
14 pytest Testing 924,800,143 14,685 2026-11-11 Frameworks Testing Developer Tools →
A mature full-featured Python testing tool.
Also see: awesome-pytest
pytest-dev/github.com/pytest-dev/pytest /14,685 stars /2026-11-11
15 attrs Built-in Classes Enhancement 854,149,042 5,863 2026-11-02 Class Boilerplate Built-in Classes Enhancement Python Language →
Writes __init__, __eq__, __repr__, and other boilerplate methods for your classes.
python-attrs/github.com/python-attrs/attrs /5,863 stars /2026-11-02
16 markupsafe HTML Manipulation 817,240,193 702 2026-10-03 HTML Manipulation Text & Documents →
Safely adds untrusted strings to HTML/XML markup.
pallets/github.com/pallets/markupsafe /702 stars /2026-10-03
17 httpx HTTP Clients 761,060,882 15,788 2026-02-23 General HTTP Clients HTTP & Scraping →
A next-generation HTTP client for Python.
encode/github.com/encode/httpx /15,788 stars /2026-02-23
18 pyjwt Authentication 723,506,872 5,722 2026-10-14 JWT Authentication Web Development →
JSON Web Token implementation in Python.
jpadilla/github.com/jpadilla/pyjwt /5,722 stars /2026-10-14
19 python-dotenv Configuration Files 708,819,483 8,920 2026-11-09 Configuration Files Python Toolchain →
Reads key-value pairs from a .env file and sets them as environment variables.
theskumar/github.com/theskumar/python-dotenv /8,920 stars /2026-11-09
20 jinja Template Engines 681,751,643 11,815 2025-06-14 Template Engines Web Development →
A modern and designer-friendly templating language.
pallets/github.com/pallets/jinja /11,815 stars /2025-06-14
21 pandas Data Analysis 676,579,534 50,491 2026-11-11 Data Analysis Data & Science →
A library providing high-performance, easy-to-use data structures and data analysis tools.
pandas-dev/github.com/pandas-dev/pandas /50,491 stars /2026-11-11
22 starlette Web Frameworks 665,907,097 12,727 2026-11-06 Asynchronous Web Frameworks Web Development →
A lightweight ASGI framework and toolkit for building high-performance async services.
Kludex/github.com/Kludex/starlette /12,727 stars /2026-11-06
23 pillow Image Processing 658,161,508 13,978 2026-11-11 General Image Processing Media →
Pillow is the friendly PIL fork.
python-pillow/github.com/python-pillow/Pillow /13,978 stars /2026-11-11
24 uvicorn Web Servers 626,003,347 11,091 2026-11-01 ASGI Web Servers Web Development →
A lightning-fast ASGI server implementation.
Kludex/github.com/Kludex/uvicorn /11,091 stars /2026-11-01
25 jsonschema Data Validation 609,689,258 4,994 2026-11-08 Data Validation Data & Science →
An implementation of JSON Schema for Python.
python-jsonschema/github.com/python-jsonschema/jsonschema /4,994 stars /2026-11-08
26 fsspec File Manipulation 573,061,008 1,382 2026-11-04 Remote Files File Manipulation Text & Documents →
A unified filesystem interface for local, cloud, and remote storage.
fsspec/github.com/fsspec/filesystem_spec /1,382 stars /2026-11-04
27 pip Package Management 565,277,174 10,314 2026-11-07 Package Managers Package Management Python Toolchain →
The package installer for Python.
pypa/github.com/pypa/pip /10,314 stars /2026-11-07
28 markdown-it-py File Format Processing 546,740,387 1,393 2026-11-10 Markdown File Format Processing Text & Documents →
Markdown parser with 100% CommonMark support, extensions, and syntax plugins.
executablebooks/github.com/executablebooks/markdown-it-py /1,393 stars /2026-11-10
29 rich CLI Development 543,380,023 57,807 2026-11-07 Terminal Rendering CLI Development CLI & GUI →
Python library for rich text and beautiful formatting in the terminal. Also provides a great RichHandler log handler.
Textualize/github.com/Textualize/rich /57,807 stars /2026-11-07
30 aiohttp HTTP Clients 537,450,637 16,607 2026-11-11 General HTTP Clients HTTP & Scraping →
Asynchronous HTTP client/server framework for asyncio and Python.
aio-libs/github.com/aio-libs/aiohttp /16,607 stars /2026-11-11
31 yarl HTTP Clients 536,202,199 1,504 2026-11-09 URL Manipulation HTTP Clients HTTP & Scraping →
Yet another URL library.
aio-libs/github.com/aio-libs/yarl /1,504 stars /2026-11-09
32 fastapi Web APIs 508,647,520 104,638 2026-11-11 Framework Agnostic Web APIs Web Development →
A modern, fast web framework for building APIs with standard Python type hints.
fastapi/github.com/fastapi/fastapi /104,638 stars /2026-11-11
33 websockets WebSocket 506,000,632 5,743 2026-10-30 Servers and Clients WebSocket Web Development →
A library for building WebSocket servers and clients with a focus on correctness and simplicity.
python-websockets/github.com/python-websockets/websockets /5,743 stars /2026-10-30
34 tqdm CLI Development 473,036,436 31,383 2026-09-11 Terminal Rendering CLI Development CLI & GUI →
Fast, extensible progress bar for loops and CLI.
tqdm/github.com/tqdm/tqdm /31,383 stars /2026-09-11
35 pydantic-settings Configuration Files 467,176,376 1,498 2026-11-06 Configuration Files Python Toolchain →
Settings management using Pydantic models with validation, loading from environment variables and secrets files.
pydantic/github.com/pydantic/pydantic-settings /1,498 stars /2026-11-06
36 lxml HTML Manipulation 423,354,489 3,072 2026-11-10 HTML Manipulation Text & Documents →
A very fast, easy-to-use and versatile library for handling HTML and XML.
lxml/github.com/lxml/lxml /3,072 stars /2026-11-10
37 ruff Code Analysis 401,002,653 51,197 2026-11-11 Linters and Formatters Code Analysis Developer Tools →
An extremely fast Python linter and code formatter.
astral-sh/github.com/astral-sh/ruff /51,197 stars /2026-11-11
38 httpx2 HTTP Clients 395,834,698 1,642 2026-11-07 General HTTP Clients HTTP & Scraping →
HTTP/1.1 and HTTP/2 client with sync and async APIs, maintained by Pydantic (httpx fork).
pydantic/github.com/pydantic/httpx2 /1,642 stars /2026-11-07
39 sqlalchemy ORM 389,618,847 12,274 2026-11-11 Relational Databases ORM Database & Storage →
The Python SQL Toolkit and Object Relational Mapper.
Also see: awesome-sqlalchemy
sqlalchemy/github.com/sqlalchemy/sqlalchemy /12,274 stars /2026-11-11
40 hatchling Package Management 385,998,430 7,260 2026-11-08 Build Backends Package Management Python Toolchain →
Modern, extensible build backend from the hatch project.
pypa/github.com/pypa/hatch /7,260 stars /2026-11-08
41 scipy Science 376,518,129 15,206 2026-11-10 Core Science Data & Science →
Fundamental algorithms for scientific computing in Python.
scipy/github.com/scipy/scipy /15,206 stars /2026-11-10
42 pyparsing Text Processing 371,541,410 2,499 2026-10-18 Parser Text Processing Text & Documents →
A Python library for creating PEG parsers.
pyparsing/github.com/pyparsing/pyparsing /2,499 stars /2026-10-18
43 psutil DevOps Tools 364,868,640 11,322 2026-11-11 Monitoring and Processes DevOps Tools DevOps →
A cross-platform process and system utilities module.
giampaolo/github.com/giampaolo/psutil /11,322 stars /2026-11-11
44 grpcio Web APIs 364,656,165 45,443 2026-11-11 RPC Web APIs Web Development →
HTTP/2-based RPC framework with Python bindings, built by Google.
grpc/github.com/grpc/grpc /45,443 stars /2026-11-11
45 watchfiles File Manipulation 347,582,767 2,563 2026-11-01 Paths and File Watching File Manipulation Text & Documents →
Simple, modern and fast file watching and code reload in Python.
samuelcolvin/github.com/samuelcolvin/watchfiles /2,563 stars /2026-11-01
46 openpyxl File Format Processing 341,760,939 External — Excel File Format Processing Text & Documents →
A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.
openpyxl.readthedocs.io/en/stable/
47 coverage Testing 325,815,039 3,429 2026-11-11 Code Coverage Testing Developer Tools →
Code coverage measurement.
coveragepy/github.com/coveragepy/coveragepy /3,429 stars /2026-11-11
48 beautifulsoup4 HTML Manipulation 307,730,669 External — HTML Manipulation Text & Documents →
Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.
www.crummy.com/software/BeautifulSoup/bs4/doc/
49 mcp AI and Agents 302,331,005 24,835 2026-11-05 Model Context Protocol AI and Agents AI & ML →
The official Python SDK for building Model Context Protocol servers and clients.
modelcontextprotocol/github.com/modelcontextprotocol/python-sdk /24,835 stars /2026-11-05
50 typer CLI Development 289,218,653 20,343 2026-11-11 Argument Parsing CLI Development CLI & GUI →
Modern CLI framework that uses Python type hints. Built on Click.
fastapi/github.com/fastapi/typer /20,343 stars /2026-11-11
51 colorama CLI Development 281,820,579 3,797 2026-05-13 Terminal Rendering CLI Development CLI & GUI →
Cross-platform colored terminal text.
tartley/github.com/tartley/colorama /3,797 stars /2026-05-13
52 uvloop Asynchronous Programming 276,148,474 11,935 2026-10-19 Async I/O Asynchronous Programming Python Language →
Ultra-fast asyncio event loop.
MagicStack/github.com/MagicStack/uvloop /11,935 stars /2026-10-19
53 cachetools Caching 263,862,396 2,793 2026-11-06 General Caching Database & Storage →
Extensible memoizing collections and decorators.
tkem/github.com/tkem/cachetools /2,793 stars /2026-11-06
54 oauthlib Authentication 260,416,665 2,987 2026-10-30 OAuth Authentication Web Development →
A generic and thorough implementation of the OAuth request-signing logic.
oauthlib/github.com/oauthlib/oauthlib /2,987 stars /2026-10-30
55 networkx Science 255,696,020 17,391 2026-11-11 Graphs and Networks Science Data & Science →
High-productivity software for complex networks.
networkx/github.com/networkx/networkx /17,391 stars /2026-11-11
56 more-itertools Functional Programming 247,006,198 4,105 2026-11-10 Functional Programming Python Language →
More routines for operating on iterables, beyond itertools.
more-itertools/github.com/more-itertools/more-itertools /4,105 stars /2026-11-10
57 virtualenv Environment Management 245,549,076 5,067 2026-11-11 Environment Management Python Toolchain →
A tool to create isolated Python environments.
pypa/github.com/pypa/virtualenv /5,067 stars /2026-11-11
58 sortedcontainers Algorithms and Design Patterns 241,628,739 3,983 2024-03-01 Algorithms Algorithms and Design Patterns Developer Tools →
Fast and pure-Python implementation of sorted collections.
grantjenks/github.com/grantjenks/python-sortedcontainers /3,983 stars /2024-03-01
59 itsdangerous Cryptography 236,072,397 3,142 2025-06-14 Cryptography Security →
Safely pass trusted data to untrusted environments and back.
pallets/github.com/pallets/itsdangerous /3,142 stars /2025-06-14
60 redis Database Drivers 234,317,396 13,661 2026-11-11 NoSQL Databases Database Drivers Database & Storage →
The Python client for Redis.
redis/github.com/redis/redis-py /13,661 stars /2026-11-11
61 msgpack Serialization 228,994,625 2,108 2026-11-03 Data Formats Serialization Database & Storage →
MessagePack serializer implementation for Python.
msgpack/github.com/msgpack/msgpack-python /2,108 stars /2026-11-03
62 mako Template Engines 219,938,222 463 2026-09-22 Template Engines Web Development →
Hyperfast and lightweight templating for the Python platform.
sqlalchemy/github.com/sqlalchemy/mako /463 stars /2026-09-22
63 prompt_toolkit CLI Development 217,171,309 10,612 2026-10-20 TUI Frameworks CLI Development CLI & GUI →
A library for building powerful interactive command lines.
prompt-toolkit/github.com/prompt-toolkit/python-prompt-toolkit /10,612 stars /2026-10-20
64 orjson Serialization 212,820,306 8,290 2026-10-07 Data Formats Serialization Database & Storage →
Fast, correct JSON library.
ijl/github.com/ijl/orjson /8,290 stars /2026-10-07
65 scikit-learn Machine Learning 208,539,219 68,144 2026-11-11 General Machine Learning AI & ML →
The most popular Python library for machine learning with extensive documentation and community support.
scikit-learn/github.com/scikit-learn/scikit-learn /68,144 stars /2026-11-11
66 cloudpickle Serialization 204,496,744 1,952 2026-09-10 Object Pickling Serialization Database & Storage →
Extends pickle to functions, lambdas, and interactively defined classes, for shipping code to remote workers.
cloudpipe/github.com/cloudpipe/cloudpickle /1,952 stars /2026-09-10
67 flask Web Frameworks 202,775,903 75,104 2026-10-30 Synchronous Web Frameworks Web Development →
A microframework for Python.
Also see: awesome-flask
pallets/github.com/pallets/flask /75,104 stars /2026-10-30
68 psycopg Database Drivers 197,691,175 2,529 2026-11-11 PostgreSQL Database Drivers Database & Storage →
A PostgreSQL adapter for Python, the successor to psycopg2.
psycopg/github.com/psycopg/psycopg /2,529 stars /2026-11-11
69 mypy Code Analysis 197,072,125 20,719 2026-11-11 Type Checkers Code Analysis Developer Tools →
A static type checker for Python.
python/github.com/python/mypy /20,719 stars /2026-11-11
70 blinker Miscellaneous 196,126,018 2,113 2025-06-14 Miscellaneous Other →
A fast Python in-process signal/event dispatching system.
pallets-eco/github.com/pallets-eco/blinker /2,113 stars /2025-06-14
71 joblib Distributed Computing 189,895,665 4,416 2026-11-10 Distributed Computing DevOps →
Parallel computing and disk-based caching for Python functions.
joblib/github.com/joblib/joblib /4,416 stars /2026-11-10
72 matplotlib Data Visualization 184,032,778 23,450 2026-11-11 Plotting Data Visualization Data & Science →
A comprehensive library for creating static, animated, and interactive visualizations.
matplotlib/github.com/matplotlib/matplotlib /23,450 stars /2026-11-11
73 pypdf File Format Processing 183,939,754 10,298 2026-11-11 PDF File Format Processing Text & Documents →
A library capable of splitting, merging, cropping, and transforming PDF pages.
py-pdf/github.com/py-pdf/pypdf /10,298 stars /2026-11-11
74 xlsxwriter File Format Processing 177,741,206 3,993 2026-10-28 Excel File Format Processing Text & Documents →
A Python module for creating Excel .xlsx files.
jmcnamara/github.com/jmcnamara/XlsxWriter /3,993 stars /2026-10-28
75 pynacl Cryptography 172,148,331 1,210 2026-11-03 Cryptography Security →
Python binding to libsodium, a fork of the Networking and Cryptography (NaCl) library.
pyca/github.com/pyca/pynacl /1,210 stars /2026-11-03
76 uv Package Management 171,109,987 91,923 2026-11-11 Package Managers Environment Management Package Management Python Toolchain →
An extremely fast Python version, package and project manager, written in Rust.
astral-sh/github.com/astral-sh/uv /91,923 stars /2026-11-11
77 chardet Text Processing 162,711,106 2,686 2026-10-30 Encoding and Unicode Text Processing Text & Documents →
Python character encoding detector.
chardet/github.com/chardet/chardet /2,686 stars /2026-10-30
78 sympy Science 158,067,028 15,083 2026-11-11 Symbolic Mathematics Science Data & Science →
A Python library for symbolic mathematics.
sympy/github.com/sympy/sympy /15,083 stars /2026-11-11
79 dill Serialization 156,005,900 2,452 2026-11-11 Object Pickling Serialization Database & Storage →
Extends pickle to serialize almost any object, including closures and interpreter sessions.
uqfoundation/github.com/uqfoundation/dill /2,452 stars /2026-11-11
80 langchain AI and Agents 152,020,273 149,378 2026-11-11 Orchestration AI and Agents AI & ML →
A framework for building agents and LLM-powered applications.
langchain-ai/github.com/langchain-ai/langchain /149,378 stars /2026-11-11
81 pre-commit Code Analysis 151,740,986 15,692 2026-11-09 Git Hooks Code Analysis Developer Tools →
A framework for managing and maintaining multi-language pre-commit hooks.
pre-commit/github.com/pre-commit/pre-commit /15,692 stars /2026-11-09
82 sentry-sdk DevOps Tools 150,043,733 2,219 2026-11-11 Monitoring and Processes DevOps Tools DevOps →
Sentry SDK for Python.
getsentry/github.com/getsentry/sentry-python /2,219 stars /2026-11-11
83 pymupdf File Format Processing 145,377,352 11,115 2026-11-10 PDF File Format Processing Text & Documents →
A fast MuPDF-based library for extracting, rendering, and editing PDFs and other documents.
pymupdf/github.com/pymupdf/PyMuPDF /11,115 stars /2026-11-10
84 asyncpg Database Drivers 136,281,721 8,118 2026-10-08 PostgreSQL Database Drivers Database & Storage →
A fast PostgreSQL database client library for Python/asyncio.
MagicStack/github.com/MagicStack/asyncpg /8,118 stars /2026-10-08
85 python-pptx File Format Processing 134,340,749 3,586 2024-08-07 PowerPoint File Format Processing Text & Documents →
Python library for creating and updating PowerPoint (.pptx) files.
scanny/github.com/scanny/python-pptx /3,586 stars /2024-08-07
86 rapidfuzz Text Processing 133,395,271 4,198 2026-11-09 Fuzzy Matching Text Processing Text & Documents →
Rapid fuzzy string matching using various string metrics, with a C++ core.
rapidfuzz/github.com/rapidfuzz/RapidFuzz /4,198 stars /2026-11-09
87 python-docx File Format Processing 129,509,719 5,765 2025-06-16 Word File Format Processing Text & Documents →
Creates, reads, and updates Microsoft Word (.docx) files.
python-openxml/github.com/python-openxml/python-docx /5,765 stars /2025-06-16
88 authlib Authentication 128,372,817 5,454 2026-11-11 OAuth Authentication Web Development →
A comprehensive library for building OAuth, OpenID Connect, and JWT/JWS/JWE/JWK/JWA.
authlib/github.com/authlib/authlib /5,454 stars /2026-11-11
89 playwright-python Testing 125,383,254 15,102 2026-11-11 Browser Automation Testing Developer Tools →
Python version of the Playwright testing and automation library.
microsoft/github.com/microsoft/playwright-python /15,102 stars /2026-11-11
90 sqlparse Text Processing 122,752,843 4,021 2026-11-01 Parser Text Processing Text & Documents →
A non-validating SQL parser.
andialbrecht/github.com/andialbrecht/sqlparse /4,021 stars /2026-11-01
91 babel Text Processing 120,728,322 1,471 2026-11-11 Internationalization Text Processing Text & Documents →
An internationalization library for Python.
python-babel/github.com/python-babel/babel /1,471 stars /2026-11-11
92 markdown File Format Processing 118,595,220 4,260 2026-11-10 Markdown File Format Processing Text & Documents →
A Python implementation of John Gruber's Markdown.
Python-Markdown/github.com/Python-Markdown/markdown /4,260 stars /2026-11-10
93 gunicorn Web Servers 118,430,466 10,728 2026-11-10 WSGI Web Servers Web Development →
A pre-fork WSGI server with a native ASGI worker, ported from Ruby's Unicorn project.
benoitc/github.com/benoitc/gunicorn /10,728 stars /2026-11-10
94 tornado Web Frameworks 118,114,710 22,167 2026-11-09 Asynchronous Web Frameworks Web Development →
A web framework and asynchronous networking library.
tornadoweb/github.com/tornadoweb/tornado /22,167 stars /2026-11-09
95 black Code Analysis 116,684,595 42,163 2026-11-04 Linters and Formatters Code Analysis Developer Tools →
The uncompromising Python code formatter.
psf/github.com/psf/black /42,163 stars /2026-11-04
96 structlog Logging 116,309,682 4,997 2026-11-02 Logging DevOps →
Structured logging made easy.
hynek/github.com/hynek/structlog /4,997 stars /2026-11-02
97 transformers AI and Agents 114,194,748 168,879 2026-11-11 Pre-trained Models AI and Agents AI & ML →
The model-definition framework for pretrained models in text, computer vision, audio, video, and multimodal tasks, for inference and training.
huggingface/github.com/huggingface/transformers /168,879 stars /2026-11-11
98 ipython Interactive Interpreter 113,985,928 16,803 2026-11-02 Interactive Interpreter Developer Tools →
A powerful interactive Python shell, and the kernel behind Jupyter notebooks.
ipython/github.com/ipython/ipython /16,803 stars /2026-11-02
99 paramiko Cryptography 110,463,718 9,900 2026-10-18 Cryptography Security →
The leading native Python SSHv2 protocol library.
paramiko/github.com/paramiko/paramiko /9,900 stars /2026-10-18
100 xmltodict HTML Manipulation 110,033,389 5,758 2026-08-19 HTML Manipulation Text & Documents →
Makes working with XML feel like working with JSON.
martinblech/github.com/martinblech/xmltodict /5,758 stars /2026-08-19
101 watchdog File Manipulation 105,750,765 7,444 2026-11-11 Paths and File Watching File Manipulation Text & Documents →
API and shell utilities to monitor file system events.
gorakhargosh/github.com/gorakhargosh/watchdog /7,444 stars /2026-11-11
102 isort Code Analysis 95,575,114 6,966 2026-11-01 Linters and Formatters Code Analysis Developer Tools →
A Python utility / library to sort imports.
PyCQA/github.com/PyCQA/isort /6,966 stars /2026-11-01
103 debugpy Debugging Tools 93,359,797 2,491 2026-11-10 Debuggers Debugging Tools Developer Tools →
A Debug Adapter Protocol debugger for Python, used by VS Code for remote debugging.
microsoft/github.com/microsoft/debugpy /2,491 stars /2026-11-10
104 Cython Implementations 92,748,686 10,891 2026-11-10 Implementations Python Language →
Optimizing static compiler for Python.
cython/github.com/cython/cython /10,891 stars /2026-11-10
105 marshmallow Serialization 88,598,834 7,243 2026-11-04 Data Formats Serialization Database & Storage →
A lightweight library for converting complex objects to and from simple Python datatypes.
marshmallow-code/github.com/marshmallow-code/marshmallow /7,243 stars /2026-11-04
106 poetry-core Package Management 85,804,116 482 2026-11-08 Build Backends Package Management Python Toolchain →
Poetry's PEP 517 build backend, usable without Poetry itself.
python-poetry/github.com/python-poetry/poetry-core /482 stars /2026-11-08
107 awscli DevOps Tools 85,606,309 17,349 2026-11-11 Cloud Providers DevOps Tools DevOps →
Universal Command Line Interface for Amazon Web Services; the PyPI package is v1, in maintenance mode, while v2 ships as AWS's bundled installer.
aws/github.com/aws/aws-cli /17,349 stars /2026-11-11
108 uuid-utils Built-in Classes Enhancement 85,112,771 375 2026-10-26 UUID Built-in Classes Enhancement Python Language →
A fast, Rust-backed drop-in replacement for Python's built-in uuid module.
aminalaee/github.com/aminalaee/uuid-utils /375 stars /2026-10-26
109 reportlab File Format Processing 82,144,859 External — PDF File Format Processing Text & Documents →
An open-source library for generating PDFs and graphics.
docs.reportlab.com/
110 awswrangler Data Ingestion / ETL 81,189,866 4,123 2026-11-08 General Data Ingestion / ETL Data & Science →
Pandas integration with AWS services like Athena, Glue, Redshift, S3, and DynamoDB.
aws/github.com/aws/aws-sdk-pandas /4,123 stars /2026-11-08
111 pymysql Database Drivers 80,107,598 7,860 2026-11-09 MySQL Database Drivers Database & Storage →
A pure-Python MySQL and MariaDB client library, based on PEP 249.
PyMySQL/github.com/PyMySQL/PyMySQL /7,860 stars /2026-11-09
112 loguru Logging 78,810,634 24,158 2026-11-11 Logging DevOps →
A library that aims to bring enjoyable logging to Python.
Delgan/github.com/Delgan/loguru /24,158 stars /2026-11-11
113 shapely Science 74,847,621 4,541 2026-11-06 Computational Geometry Science Data & Science →
Manipulation and analysis of geometric objects in the Cartesian plane.
shapely/github.com/shapely/shapely /4,541 stars /2026-11-06
114 cyclopts CLI Development 74,757,906 1,296 2026-11-11 Argument Parsing CLI Development CLI & GUI →
Build CLIs from type-hinted functions, with docstring-based help.
BrianPugh/github.com/BrianPugh/cyclopts /1,296 stars /2026-11-11
115 python-slugify Text Processing 74,557,023 1,630 2026-10-16 Transliteration and Slugs Text Processing Text & Documents →
A Python slugify library that translates unicode to ASCII.
un33k/github.com/un33k/python-slugify /1,630 stars /2026-10-16
116 faker Testing 73,746,544 19,490 2026-11-10 Fake Data Testing Developer Tools →
A Python package that generates fake data.
joke2k/github.com/joke2k/faker /19,490 stars /2026-11-10
117 pdfminer.six File Format Processing 73,558,224 7,049 2026-03-13 PDF File Format Processing Text & Documents →
A community-maintained fork of PDFMiner for extracting information from PDF documents.
pdfminer/github.com/pdfminer/pdfminer.six /7,049 stars /2026-03-13
118 duckdb Database 72,163,803 43,012 2026-11-11 Analytical Database Database & Storage →
An in-process SQL OLAP database management system, optimized for analytics and fast queries, similar to SQLite but for analytical workloads.
duckdb/github.com/duckdb/duckdb /43,012 stars /2026-11-11
119 mistune File Format Processing 70,561,038 3,084 2026-10-23 Markdown File Format Processing Text & Documents →
A fast yet powerful Python Markdown parser with renderers and plugins.
lepture/github.com/lepture/mistune /3,084 stars /2026-10-23
120 pymongo Database Drivers 70,225,690 4,362 2026-11-11 NoSQL Databases Database Drivers Database & Storage →
The official Python client for MongoDB.
mongodb/github.com/mongodb/mongo-python-driver /4,362 stars /2026-11-11
121 invoke Build Tools 69,677,971 4,782 2026-04-07 Build Tools Developer Tools →
A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks.
pyinvoke/github.com/pyinvoke/invoke /4,782 stars /2026-04-07
122 hypothesis Testing 67,013,013 9,169 2026-11-06 Frameworks Testing Developer Tools →
Hypothesis is an advanced QuickCheck-style property-based testing library.
HypothesisWorks/github.com/HypothesisWorks/hypothesis /9,169 stars /2026-11-06
123 toolz Functional Programming 66,180,218 5,160 2026-09-18 Functional Programming Python Language →
A collection of functional utilities for iterators, functions, and dictionaries. Also available as cytoolz for Cython-accelerated performance.
pytoolz/github.com/pytoolz/toolz /5,160 stars /2026-09-18
124 responses Testing 65,442,523 4,343 2026-10-06 Mock Testing Developer Tools →
A utility library for mocking out the requests Python library.
getsentry/github.com/getsentry/responses /4,343 stars /2026-10-06
125 numba Science 65,358,977 11,210 2026-11-11 Core Science Data & Science →
A NumPy-aware JIT compiler for Python, using LLVM.
numba/github.com/numba/numba /11,210 stars /2026-11-11
126 polars Data Analysis 64,117,628 40,329 2026-11-11 Data Analysis Data & Science →
A fast DataFrame library implemented in Rust with a Python API.
pola-rs/github.com/pola-rs/polars /40,329 stars /2026-11-11
127 pytorch Deep Learning 61,476,933 105,442 2026-11-11 Frameworks Deep Learning AI & ML →
Tensors and dynamic neural networks in Python with strong GPU acceleration.
pytorch/github.com/pytorch/pytorch /105,442 stars /2026-11-11
128 smart-open File Manipulation 60,593,700 3,468 2026-11-09 Remote Files File Manipulation Text & Documents →
Stream files from S3, GCS, Azure, HDFS, and HTTP as a drop-in replacement for open().
piskvorky/github.com/piskvorky/smart_open /3,468 stars /2026-11-09
129 fastmcp AI and Agents 58,317,214 28,394 2026-11-11 Model Context Protocol AI and Agents AI & ML →
A high-level, Pythonic framework for building MCP servers and clients.
PrefectHQ/github.com/PrefectHQ/fastmcp /28,394 stars /2026-11-11
130 textual CLI Development 58,169,623 37,638 2026-10-09 TUI Frameworks CLI Development CLI & GUI →
A framework for building interactive user interfaces that run in the terminal and the browser.
Textualize/github.com/Textualize/textual /37,638 stars /2026-10-09
131 markdownify Web Scraping 58,005,126 2,262 2026-11-11 Content Extraction Web Scraping HTTP & Scraping →
Convert HTML to Markdown, with customizable tag handling.
matthewwithanm/github.com/matthewwithanm/python-markdownify /2,262 stars /2026-11-11
132 plotly Data Visualization 57,642,523 18,893 2026-11-06 Plotting Data Visualization Data & Science →
Interactive graphing library for Python.
plotly/github.com/plotly/plotly.py /18,893 stars /2026-11-06
133 langgraph AI and Agents 56,251,323 44,814 2026-11-11 Orchestration AI and Agents AI & ML →
Low-level orchestration framework for building stateful, long-running LLM agents.
langchain-ai/github.com/langchain-ai/langgraph /44,814 stars /2026-11-11
134 pendulum Date and Time 55,593,656 6,683 2026-10-12 Date and Time Python Language →
Python datetimes made easy.
python-pendulum/github.com/python-pendulum/pendulum /6,683 stars /2026-10-12
135 pyright Code Analysis 52,074,662 15,742 2026-11-10 Type Checkers Code Analysis Developer Tools →
Full-featured static type checker for Python from Microsoft, the engine behind Pylance.
microsoft/github.com/microsoft/pyright /15,742 stars /2026-11-10
136 celery Task Queues 50,563,455 29,175 2026-11-11 Task Queues DevOps →
An asynchronous task queue/job queue based on distributed message passing.
celery/github.com/celery/celery /29,175 stars /2026-11-11
137 ty Code Analysis 49,768,559 20,060 2026-11-11 Type Checkers Code Analysis Developer Tools →
An extremely fast Python type checker and language server.
astral-sh/github.com/astral-sh/ty /20,060 stars /2026-11-11
138 django Web Frameworks 49,688,361 91,718 2026-11-11 Synchronous Web Frameworks Web Development →
A high-level web framework that encourages rapid development and clean, pragmatic design.
Also see: awesome-django
django/github.com/django/django /91,718 stars /2026-11-11
139 av Audio & Video Processing 48,503,117 3,333 2026-11-08 Video Audio & Video Processing Media →
Pythonic bindings for FFmpeg's libraries.
PyAV-Org/github.com/PyAV-Org/PyAV /3,333 stars /2026-11-08
140 flask-cors Web Security 47,448,110 934 2026-06-08 Web Security Security →
A Flask extension for handling Cross-Origin Resource Sharing (CORS).
corydolphin/github.com/corydolphin/flask-cors /934 stars /2026-06-08
141 pyspark Distributed Computing 47,224,988 44,475 2026-11-11 Distributed Computing DevOps →
Apache Spark Python API.
apache/github.com/apache/spark /44,475 stars /2026-11-11
142 confluent-kafka Messaging 44,736,674 528 2026-11-11 Messaging DevOps →
Confluent's Python client for Apache Kafka, built on librdkafka.
confluentinc/github.com/confluentinc/confluent-kafka-python /528 stars /2026-11-11
143 nltk Natural Language Processing 44,359,160 14,771 2026-11-11 General Natural Language Processing AI & ML →
A leading platform for building Python programs to work with human language data.
nltk/github.com/nltk/nltk /14,771 stars /2026-11-11
144 phonenumbers Text Processing 44,329,682 3,779 2026-11-06 Parser Text Processing Text & Documents →
Parsing, formatting, storing and validating international phone numbers.
daviddrysdale/github.com/daviddrysdale/python-phonenumbers /3,779 stars /2026-11-06
145 temporalio Job Schedulers 44,138,619 1,248 2026-11-11 Workflow Orchestration Job Schedulers DevOps →
Temporal SDK for durable, fault-tolerant workflows that survive crashes and retries.
temporalio/github.com/temporalio/sdk-python /1,248 stars /2026-11-11
146 poetry Package Management 43,626,078 34,326 2026-11-10 Package Managers Package Management Python Toolchain →
Python dependency management and packaging made easy.
python-poetry/github.com/python-poetry/poetry /34,326 stars /2026-11-10
147 apscheduler Job Schedulers 43,015,917 7,700 2026-10-26 Task Scheduling Job Schedulers DevOps →
A light but powerful in-process task scheduler that lets you schedule functions.
agronholm/github.com/agronholm/apscheduler /7,700 stars /2026-10-26
148 nh3 Web Security 42,123,751 407 2026-10-27 Web Security Security →
Python binding to the ammonia HTML sanitizer, a fast replacement for bleach.
messense/github.com/messense/nh3 /407 stars /2026-10-27
149 flake8 Code Analysis 42,093,111 3,835 2026-11-04 Linters and Formatters Code Analysis Developer Tools →
A wrapper around pycodestyle, pyflakes and McCabe.
Also see: awesome-flake8-extensions
PyCQA/github.com/PyCQA/flake8 /3,835 stars /2026-11-04
150 altair Data Visualization 41,977,078 10,513 2026-11-06 Plotting Data Visualization Data & Science →
Declarative statistical visualization library for Python.
vega/github.com/vega/altair /10,513 stars /2026-11-06
151 trio Asynchronous Programming 41,352,095 7,361 2026-11-10 Async I/O Asynchronous Programming Python Language →
A friendly library for async concurrency and I/O.
python-trio/github.com/python-trio/trio /7,361 stars /2026-11-10
152 weasyprint File Format Processing 41,219,652 9,781 2026-11-10 HTML-to-PDF File Format Processing Text & Documents →
A visual rendering engine for HTML and CSS that can export to PDF.
Kozea/github.com/Kozea/WeasyPrint /9,781 stars /2026-11-10
153 peewee ORM 41,207,157 12,004 2026-11-11 Relational Databases ORM Database & Storage →
A small, expressive ORM.
coleifer/github.com/coleifer/peewee /12,004 stars /2026-11-11
154 dateparser Date and Time 41,114,928 2,866 2026-11-05 Date and Time Python Language →
A Python parser for human-readable dates in over 200 language locales.
scrapinghub/github.com/scrapinghub/dateparser /2,866 stars /2026-11-05
155 pgvector Database Drivers 39,632,049 1,545 2026-11-05 PostgreSQL Database Drivers Database & Storage →
pgvector support for Python, adding vector types and similarity search to psycopg, asyncpg, SQLAlchemy, and Django.
pgvector/github.com/pgvector/pgvector-python /1,545 stars /2026-11-05
156 pylint Code Analysis 39,475,955 5,748 2026-11-10 Linters and Formatters Code Analysis Developer Tools →
A fully customizable source code analyzer.
pylint-dev/github.com/pylint-dev/pylint /5,748 stars /2026-11-10
157 pip-audit Supply Chain Security 37,434,093 1,396 2026-11-11 Dependency Audits Supply Chain Security Security →
Audits Python environments and dependency trees for known vulnerabilities, using the Python Packaging Advisory Database or OSV.
pypa/github.com/pypa/pip-audit /1,396 stars /2026-11-11
158 msgspec Serialization 37,375,893 4,218 2026-11-11 Data Formats Serialization Database & Storage →
A fast serialization and validation library supporting JSON, MessagePack, YAML, and TOML.
msgspec/github.com/msgspec/msgspec /4,218 stars /2026-11-11
159 statsmodels Science 36,662,577 11,748 2026-11-11 Statistics Science Data & Science →
Statistical modeling and econometrics in Python.
statsmodels/github.com/statsmodels/statsmodels /11,748 stars /2026-11-11
160 graphviz Data Visualization 36,118,279 1,818 2026-10-24 Graphs and Maps Data Visualization Data & Science →
Simple Python interface for creating and rendering Graphviz graphs.
xflr6/github.com/xflr6/graphviz /1,818 stars /2026-10-24
161 opensearch-py Search 35,482,207 474 2026-11-06 Full-Text Search Search Database & Storage →
The official low-level Python client for OpenSearch.
opensearch-project/github.com/opensearch-project/opensearch-py /474 stars /2026-11-06
162 elasticsearch Search 34,820,578 4,397 2026-11-04 Full-Text Search Search Database & Storage →
The official low-level Python client for Elasticsearch.
elastic/github.com/elastic/elasticsearch-py /4,397 stars /2026-11-04
163 qrcode Image Processing 34,721,256 4,958 2026-03-25 Barcodes and QR Codes Image Processing Media →
A pure Python QR Code generator.
lincolnloop/github.com/lincolnloop/python-qrcode /4,958 stars /2026-03-25
164 claude-agent-sdk AI and Agents 34,661,360 8,527 2026-11-10 Vendor Agent SDKs AI and Agents AI & ML →
Anthropic's Python SDK for building AI agents on Claude Code's harness — custom tools, in-process MCP servers, hooks.
anthropics/github.com/anthropics/claude-agent-sdk-python /8,527 stars /2026-11-10
165 import-linter Code Analysis 34,523,007 1,258 2026-11-10 General Code Analysis Developer Tools →
A linter that enforces architectural constraints on imports between Python modules.
seddonym/github.com/seddonym/import-linter /1,258 stars /2026-11-10
166 soundfile Audio & Video Processing 33,825,810 872 2026-10-24 Audio Audio & Video Processing Media →
An audio library for reading and writing sound files, based on libsndfile, CFFI, and NumPy.
bastibe/github.com/bastibe/python-soundfile /872 stars /2026-10-24
167 opencv-python Computer Vision 33,619,173 5,447 2026-11-11 General Computer Vision AI & ML →
Open Source Computer Vision Library.
opencv/github.com/opencv/opencv-python /5,447 stars /2026-11-11
168 clickhouse-connect Database Drivers 33,059,622 535 2026-11-11 ClickHouse Database Drivers Database & Storage →
The official ClickHouse client, with SQLAlchemy and Superset connectors.
ClickHouse/github.com/ClickHouse/clickhouse-connect /535 stars /2026-11-11
169 xgboost Machine Learning 31,591,507 28,966 2026-11-11 Gradient Boosting Machine Learning AI & ML →
A scalable, portable, and distributed gradient boosting library.
dmlc/github.com/dmlc/xgboost /28,966 stars /2026-11-11
170 notebook Interactive Interpreter 31,130,760 13,464 2026-11-10 Interactive Interpreter Developer Tools →
A web-based notebook environment for interactive computing.
Also see: awesome-jupyter
jupyter/github.com/jupyter/notebook /13,464 stars /2026-11-10
171 seaborn Data Visualization 30,793,720 14,108 2026-10-08 Plotting Data Visualization Data & Science →
Statistical data visualization using Matplotlib.
mwaskom/github.com/mwaskom/seaborn /14,108 stars /2026-10-08
172 respx Testing 30,511,803 847 2026-04-23 Mock Testing Developer Tools →
Mock HTTPX with awesome request patterns and response side effects.
lundberg/github.com/lundberg/respx /847 stars /2026-04-23
173 dask Distributed Computing 30,362,356 13,946 2026-09-29 Distributed Computing DevOps →
A flexible parallel computing library for analytic computing.
dask/github.com/dask/dask /13,946 stars /2026-09-29
174 selenium Testing 30,284,108 34,580 2026-11-11 Browser Automation Testing Developer Tools →
Python bindings for Selenium WebDriver.
SeleniumHQ/github.com/SeleniumHQ/selenium /34,580 stars /2026-11-11
175 pyodbc Database Drivers 29,254,422 3,092 2026-11-08 Other Relational Databases Database Drivers Database & Storage →
An ODBC bridge for connecting to SQL Server and any other ODBC-accessible database.
mkleehammer/github.com/mkleehammer/pyodbc /3,092 stars /2026-11-08
176 bandit Code Analysis 29,218,275 8,378 2026-11-09 Linters and Formatters Code Analysis Developer Tools →
A tool designed to find common security issues in Python code.
PyCQA/github.com/PyCQA/bandit /8,378 stars /2026-11-09
177 boltons Miscellaneous 28,898,503 6,946 2026-10-25 Miscellaneous Other →
A set of pure-Python utilities.
mahmoud/github.com/mahmoud/boltons /6,946 stars /2026-10-25
178 django-rest-framework Web APIs 28,738,856 30,231 2026-11-11 Django Web APIs Web Development →
A powerful and flexible toolkit to build web APIs.
encode/github.com/encode/django-rest-framework /30,231 stars /2026-11-11
179 bidict Built-in Classes Enhancement 28,511,080 1,589 2026-10-04 Mappings Built-in Classes Enhancement Python Language →
Efficient, Pythonic bidirectional map data structures.
jab/github.com/jab/bidict /1,589 stars /2026-10-04
180 unidecode Text Processing 28,120,885 611 2026-01-05 Transliteration and Slugs Text Processing Text & Documents →
ASCII transliterations of Unicode text.
avian2/github.com/avian2/unidecode /611 stars /2026-01-05
181 gevent Asynchronous Programming 27,876,954 6,444 2026-09-16 Async I/O Asynchronous Programming Python Language →
A coroutine-based Python networking library that uses greenlet.
gevent/github.com/gevent/gevent /6,444 stars /2026-09-16
182 scikit-image Image Processing 27,698,723 6,640 2026-11-11 General Image Processing Media →
A Python library for (scientific) image processing.
scikit-image/github.com/scikit-image/scikit-image /6,640 stars /2026-11-11
183 sqlmodel ORM 26,374,740 18,611 2026-11-11 Relational Databases ORM Database & Storage →
SQLModel is based on Python type annotations, and powered by Pydantic and SQLAlchemy.
fastapi/github.com/fastapi/sqlmodel /18,611 stars /2026-11-11
184 diskcache Caching 25,338,816 2,918 2024-03-03 General Caching Database & Storage →
SQLite and file-backed cache backend, compatible with Django.
grantjenks/github.com/grantjenks/python-diskcache /2,918 stars /2024-03-03
185 python-magic File Manipulation 24,301,629 2,922 2026-10-14 File Type Detection File Manipulation Text & Documents →
A Python interface to the libmagic file type identification library.
ahupp/github.com/ahupp/python-magic /2,922 stars /2026-10-14
186 factory-boy Testing 23,996,283 3,811 2025-12-14 Object Factories Testing Developer Tools →
A test fixtures replacement for Python.
FactoryBoy/github.com/FactoryBoy/factory_boy /3,811 stars /2025-12-14
187 spacy Natural Language Processing 23,766,876 34,045 2026-10-27 General Natural Language Processing AI & ML →
A library for industrial-strength natural language processing in Python and Cython.
explosion/github.com/explosion/spaCy /34,045 stars /2026-10-27
188 streamlit Data Visualization 23,379,044 46,319 2026-11-11 Dashboards and Apps Data Visualization Data & Science →
A framework which lets you build dashboards, generate reports, or create chat apps in minutes.
streamlit/github.com/streamlit/streamlit /46,319 stars /2026-11-11
189 django-cors-headers Web Security 22,632,726 5,584 2026-11-04 Web Security Security →
Handles Cross-Origin Resource Sharing (CORS) headers for Django apps.
adamchainz/github.com/adamchainz/django-cors-headers /5,584 stars /2026-11-04
190 lightgbm Machine Learning 22,473,549 18,968 2026-11-10 Gradient Boosting Machine Learning AI & ML →
A fast, distributed, high-performance gradient boosting framework.
lightgbm-org/github.com/lightgbm-org/LightGBM /18,968 stars /2026-11-10
191 shortuuid Text Processing 21,995,968 2,196 2026-10-26 Unique identifiers Text Processing Text & Documents →
A generator library for concise, unambiguous and URL-safe UUIDs.
skorokithakis/github.com/skorokithakis/shortuuid /2,196 stars /2026-10-26
192 sentence-transformers AI and Agents 21,991,802 19,281 2026-11-11 Pre-trained Models AI and Agents AI & ML →
Compute embeddings, run retrieval, and rerank results with pretrained and fine-tuned models.
huggingface/github.com/huggingface/sentence-transformers /19,281 stars /2026-11-11
193 time-machine Testing 21,390,677 1,025 2026-11-04 Mock Testing Developer Tools →
Travel through time in your tests by mocking the current time at the C level.
adamchainz/github.com/adamchainz/time-machine /1,025 stars /2026-11-04
194 mlflow Machine Learning 20,931,137 28,769 2026-11-11 Experiment Tracking Machine Learning AI & ML →
An open-source platform for tracking experiments, managing models, and evaluating LLM apps.
mlflow/github.com/mlflow/mlflow /28,769 stars /2026-11-11
195 yt-dlp CLI Tools 20,543,140 206,980 2026-11-04 Downloaders CLI Tools CLI & GUI →
A command-line video downloader for YouTube and other sites, a fork of youtube-dl.
yt-dlp/github.com/yt-dlp/yt-dlp /206,980 stars /2026-11-04
196 pytesseract Computer Vision 20,237,842 6,397 2025-02-17 OCR Computer Vision AI & ML →
A wrapper for the Tesseract OCR engine.
madmaze/github.com/madmaze/pytesseract /6,397 stars /2025-02-17
197 magika File Manipulation 20,132,665 18,791 2026-11-11 File Type Detection File Manipulation Text & Documents →
Detects file content types with a deep-learning model.
google/github.com/google/magika /18,791 stars /2026-11-11
198 sphinx Documentation 19,906,461 8,091 2026-10-29 Site Generators Documentation Developer Tools →
A Python documentation generator.
Also see: awesome-sphinxdoc
sphinx-doc/github.com/sphinx-doc/sphinx /8,091 stars /2026-10-29
199 oracledb Database Drivers 19,838,435 458 2026-11-11 Other Relational Databases Database Drivers Database & Storage →
The official Python driver for Oracle Database, successor to cx_Oracle.
oracle/github.com/oracle/python-oracledb /458 stars /2026-11-11
200 py-spy Debugging Tools 19,600,571 15,642 2026-11-09 Profiler Debugging Tools Developer Tools →
A sampling profiler for Python programs. Written in Rust.
benfred/github.com/benfred/py-spy /15,642 stars /2026-11-09
201 vcrpy Testing 19,011,579 3,023 2026-11-02 Mock Testing Developer Tools →
Record and replay HTTP interactions in your tests.
kevin1024/github.com/kevin1024/vcrpy /3,023 stars /2026-11-02
202 flit-core Package Management 18,970,249 2,262 2026-10-27 Build Backends Package Management Python Toolchain →
Minimal, dependency-free build backend for pure-Python packages.
pypa/github.com/pypa/flit /2,262 stars /2026-10-27
203 great-expectations Data Validation 18,886,869 11,925 2026-11-11 Data Validation Data & Science →
A data quality framework for validating, documenting, and profiling data with declarative expectations.
fivetran/github.com/fivetran/great_expectations /11,925 stars /2026-11-11
204 uv-build Package Management 18,711,181 91,923 2026-11-11 Build Backends Package Management Python Toolchain →
uv's fast, minimal build backend for pure-Python projects.
astral-sh/github.com/astral-sh/uv /91,923 stars /2026-11-11
205 markitdown File Format Processing 18,609,816 194,958 2026-11-07 File Conversion File Format Processing Text & Documents →
Python tool for converting files and office documents to Markdown.
microsoft/github.com/microsoft/markitdown /194,958 stars /2026-11-07
206 whitenoise Web Asset Management 18,486,073 2,769 2026-11-11 Web Asset Management Web Development →
Simplified static file serving for WSGI apps, with compression and caching headers.
evansd/github.com/evansd/whitenoise /2,769 stars /2026-11-11
207 pywin32 Microsoft Windows 18,395,715 5,636 2026-11-09 Microsoft Windows Other →
Python extensions for Windows.
mhammond/github.com/mhammond/pywin32 /5,636 stars /2026-11-09
208 logfire Logging 18,026,637 4,548 2026-11-11 Logging DevOps →
The observability platform for Python, from the makers of Pydantic.
pydantic/github.com/pydantic/logfire /4,548 stars /2026-11-11
209 openai-agents AI and Agents 17,931,290 30,621 2026-11-11 Vendor Agent SDKs AI and Agents AI & ML →
OpenAI's framework for building and managing AI agents.
openai/github.com/openai/openai-agents-python /30,621 stars /2026-11-11
210 faster-whisper AI and Agents 17,747,165 26,673 2026-11-11 Speech AI and Agents AI & ML →
A Whisper reimplementation on CTranslate2, up to 4 times faster than openai-whisper with less memory.
SYSTRAN/github.com/SYSTRAN/faster-whisper /26,673 stars /2026-11-11
211 tox Testing 17,654,433 3,979 2026-11-11 Test Runners Testing Developer Tools →
Automatically builds and tests distributions in multiple Python versions.
tox-dev/github.com/tox-dev/tox /3,979 stars /2026-11-11
212 vulture Code Analysis 17,350,018 4,885 2026-10-12 General Code Analysis Developer Tools →
A tool for finding and analyzing dead Python code.
jendrikseipp/github.com/jendrikseipp/vulture /4,885 stars /2026-10-12
213 ftfy Text Processing 17,018,259 4,066 2024-10-30 Encoding and Unicode Text Processing Text & Documents →
Makes Unicode text less broken and more consistent automagically.
rspeer/github.com/rspeer/python-ftfy /4,066 stars /2024-10-30
214 pydub Audio & Video Processing 16,742,144 9,807 2026-03-19 Audio Audio & Video Processing Media →
Manipulate audio with a simple and easy, high-level interface.
jiaaro/github.com/jiaaro/pydub /9,807 stars /2026-03-19
215 hydra-core Configuration Files 16,545,877 10,742 2026-11-04 Configuration Files Python Toolchain →
Hydra is a framework for elegantly configuring complex applications.
hydra-ecosystem/github.com/hydra-ecosystem/hydra /10,742 stars /2026-11-04
216 basedpyright Code Analysis 16,493,383 3,648 2026-11-08 Type Checkers Code Analysis Developer Tools →
A pyright fork with stricter defaults and Pylance features in its language server.
DetachHead/github.com/DetachHead/basedpyright /3,648 stars /2026-11-08
217 yfinance Data Ingestion / ETL 16,422,453 25,893 2026-11-07 Financial Data Data Ingestion / ETL Data & Science →
Easy Pythonic way to download market and financial data from Yahoo Finance.
ranaroussi/github.com/ranaroussi/yfinance /25,893 stars /2026-11-07
218 pyserial Hardware 16,162,612 3,600 2026-02-27 Hardware Other →
Python serial port access library for Windows, macOS, Linux, and BSD.
pyserial/github.com/pyserial/pyserial /3,600 stars /2026-02-27
219 feedparser Web Scraping 15,867,072 2,457 2026-07-30 Content Extraction Web Scraping HTTP & Scraping →
Universal feed parser.
kurtmckee/github.com/kurtmckee/feedparser /2,457 stars /2026-07-30
220 mkdocs-material Documentation 15,813,918 27,611 2026-11-07 Site Generators Documentation Developer Tools →
A documentation framework and Material Design theme built on MkDocs.
squidfunk/github.com/squidfunk/mkdocs-material /27,611 stars /2026-11-07
221 trafilatura Web Scraping 15,455,143 7,122 2026-11-11 Content Extraction Web Scraping HTTP & Scraping →
A tool for gathering text and metadata from the web, with built-in content filtering.
adbar/github.com/adbar/trafilatura /7,122 stars /2026-11-11
222 Twisted Asynchronous Programming 15,102,829 6,002 2026-11-11 Async I/O Asynchronous Programming Python Language →
An event-driven networking engine.
twisted/github.com/twisted/twisted /6,002 stars /2026-11-11
223 mysqlclient Database Drivers 15,079,493 2,542 2026-11-10 MySQL Database Drivers Database & Storage →
MySQL and MariaDB connector (MySQLdb1 fork).
PyMySQL/github.com/PyMySQL/mysqlclient /2,542 stars /2026-11-10
224 geopandas Geolocation 14,899,828 5,296 2026-10-31 Geolocation Data & Science →
Python tools for geographic data (GeoSeries/GeoDataFrame) built on pandas.
geopandas/github.com/geopandas/geopandas /5,296 stars /2026-10-31
225 django-storages Web Asset Management 14,896,843 2,959 2026-08-02 Web Asset Management Web Development →
A collection of custom storage back ends for Django.
jschneier/github.com/jschneier/django-storages /2,959 stars /2026-08-02
226 ray Distributed Computing 14,680,716 44,265 2026-11-11 Distributed Computing DevOps →
A unified framework for scaling AI and Python applications.
ray-project/github.com/ray-project/ray /44,265 stars /2026-11-11
227 huey Task Queues 14,215,360 6,064 2026-11-05 Task Queues DevOps →
A little task queue with multi-process, multi-thread, or greenlet workers.
coleifer/github.com/coleifer/huey /6,064 stars /2026-11-05
228 optuna Machine Learning 14,054,158 15,038 2026-11-11 Hyperparameter Optimization Machine Learning AI & ML →
A hyperparameter optimization framework with define-by-run search spaces and pruning of unpromising trials.
optuna/github.com/optuna/optuna /15,038 stars /2026-11-11
229 granian Web Servers 14,046,677 5,779 2026-11-11 ASGI Web Servers Web Development →
A Rust HTTP server for Python apps built on Hyper and Tokio, supporting WSGI/ASGI/RSGI.
emmett-framework/github.com/emmett-framework/granian /5,779 stars /2026-11-11
230 pika Messaging 13,411,231 3,895 2026-11-11 Messaging DevOps →
Pure-Python RabbitMQ/AMQP 0-9-1 client library.
pika/github.com/pika/pika /3,895 stars /2026-11-11
231 pyelftools File Format Processing 13,385,540 2,289 2026-11-02 Binary Formats File Format Processing Text & Documents →
Parsing and analyzing ELF files and DWARF debugging information.
eliben/github.com/eliben/pyelftools /2,289 stars /2026-11-02
232 ipdb Debugging Tools 13,077,469 1,974 2026-02-27 Debuggers Debugging Tools Developer Tools →
IPython-enabled pdb.
gotcha/github.com/gotcha/ipdb /1,974 stars /2026-02-27
233 rq Task Queues 12,635,820 10,704 2026-11-06 Task Queues DevOps →
Simple job queues for Python.
rq/github.com/rq/rq /10,704 stars /2026-11-06
234 ollama AI and Agents 12,609,157 10,694 2026-10-16 Local LLM Inference AI and Agents AI & ML →
Python client for Ollama, which downloads and runs open-weight LLMs locally.
ollama/github.com/ollama/ollama-python /10,694 stars /2026-10-16
235 tensorflow Deep Learning 12,608,038 201,564 2026-11-12 Frameworks Deep Learning AI & ML →
An end-to-end machine learning platform from Google.
tensorflow/github.com/tensorflow/tensorflow /201,564 stars /2026-11-12
236 django-redis Caching 12,310,442 3,088 2026-11-03 Django Caching Database & Storage →
Full-featured Redis cache backend for Django.
jazzband/github.com/jazzband/django-redis /3,088 stars /2026-11-03
237 aiosmtplib Email 12,262,697 437 2026-09-18 Email HTTP & Scraping →
An asyncio SMTP client.
cole/github.com/cole/aiosmtplib /437 stars /2026-09-18
238 polyfactory Testing 12,181,366 1,522 2026-10-25 Object Factories Testing Developer Tools →
A mock data generation library based on type hints (continuation of pydantic-factories).
litestar-org/github.com/litestar-org/polyfactory /1,522 stars /2026-10-25
239 faiss-cpu Search 12,143,806 41,454 2026-11-11 Vector Search Search Database & Storage →
A library for efficient similarity search and clustering of dense vectors.
facebookresearch/github.com/facebookresearch/faiss /41,454 stars /2026-11-11
240 keras Deep Learning 11,874,754 64,422 2026-11-11 Frameworks Deep Learning AI & ML →
A high-level deep learning library with support for JAX, TensorFlow, and PyTorch backends.
keras-team/github.com/keras-team/keras /64,422 stars /2026-11-11
241 geopy Geolocation 11,694,940 4,872 2026-07-12 Geolocation Data & Science →
Python Geocoding Toolbox.
geopy/github.com/geopy/geopy /4,872 stars /2026-07-12
242 clickhouse-driver Database Drivers 11,575,841 1,307 2026-07-22 ClickHouse Database Drivers Database & Storage →
Python driver with native interface for ClickHouse.
mymarilyn/github.com/mymarilyn/clickhouse-driver /1,307 stars /2026-07-22
243 pytest-benchmark Testing 11,528,584 1,459 2026-11-01 Benchmarking Testing Developer Tools →
A pytest fixture for benchmarking code.
ionelmc/github.com/ionelmc/pytest-benchmark /1,459 stars /2026-11-01
244 jax Deep Learning 11,407,014 36,615 2026-11-11 Frameworks Deep Learning AI & ML →
A library for high-performance numerical computing with autodiff and JIT compilation.
jax-ml/github.com/jax-ml/jax /36,615 stars /2026-11-11
245 pytorch-lightning Deep Learning 11,152,117 31,449 2026-09-21 Frameworks Deep Learning AI & ML →
Deep learning framework to train, deploy, and ship AI products Lightning fast.
Lightning-AI/github.com/Lightning-AI/pytorch-lightning /31,449 stars /2026-09-21
246 paho-mqtt Messaging 10,983,067 2,435 2026-11-04 Messaging DevOps →
The Eclipse Paho MQTT client for Python.
eclipse-paho/github.com/eclipse-paho/paho.mqtt.python /2,435 stars /2026-11-04
247 memray Debugging Tools 10,936,525 15,418 2026-10-27 Profiler Debugging Tools Developer Tools →
Tracks memory allocations in Python code, native extensions, and the interpreter itself.
bloomberg/github.com/bloomberg/memray /15,418 stars /2026-10-27
248 librosa Audio & Video Processing 10,761,791 8,894 2026-11-10 Audio Audio & Video Processing Media →
Python library for audio and music analysis.
librosa/github.com/librosa/librosa /8,894 stars /2026-11-10
249 locust Testing 10,732,654 28,275 2026-11-10 Load Testing Testing Developer Tools →
Scalable user load testing tool written in Python.
locustio/github.com/locustio/locust /28,275 stars /2026-11-10
250 pyrefly Code Analysis 10,548,741 7,197 2026-11-11 Type Checkers Code Analysis Developer Tools →
A fast type checker and language server for Python.
meta/github.com/meta/pyrefly /7,197 stars /2026-11-11
251 pyinstaller Distribution 10,348,155 13,146 2026-11-08 Executables Distribution Python Toolchain →
Converts Python programs into standalone executables (cross-platform).
pyinstaller/github.com/pyinstaller/pyinstaller /13,146 stars /2026-11-08
252 google-adk AI and Agents 10,229,046 22,185 2026-11-11 Vendor Agent SDKs AI and Agents AI & ML →
Google's code-first toolkit for building, evaluating, and deploying AI agents.
google/github.com/google/adk-python /22,185 stars /2026-11-11
253 dagster Job Schedulers 10,201,857 16,388 2026-11-10 Workflow Orchestration Job Schedulers DevOps →
An orchestration platform for the development, production, and observation of data assets.
dagster-io/github.com/dagster-io/dagster /16,388 stars /2026-11-10
254 mutagen Audio & Video Processing 9,932,248 1,983 2026-11-03 Metadata Audio & Video Processing Media →
A Python module to handle audio metadata.
quodlibet/github.com/quodlibet/mutagen /1,983 stars /2026-11-03
255 django-debug-toolbar Debugging Tools 9,688,409 8,380 2026-11-10 Web Framework Toolbars Debugging Tools Developer Tools →
Display various debug information for Django.
django-commons/github.com/django-commons/django-debug-toolbar /8,380 stars /2026-11-10
256 pandera Data Validation 9,659,888 4,523 2026-11-11 Data Validation Data & Science →
A data validation library for dataframes, with support for pandas, polars, PySpark, and more.
unionai-oss/github.com/unionai-oss/pandera /4,523 stars /2026-11-11
257 instructor AI and Agents 9,399,698 14,110 2026-11-06 Data Layer AI and Agents AI & ML →
A library for extracting structured data from LLMs, powered by Pydantic.
567-labs/github.com/567-labs/instructor /14,110 stars /2026-11-06
258 pyinstrument Debugging Tools 9,035,822 8,032 2026-11-01 Profiler Debugging Tools Developer Tools →
A statistical wall-clock profiler with low overhead and readable call-tree output.
joerick/github.com/joerick/pyinstrument /8,032 stars /2026-11-01
259 peft AI and Agents 8,965,147 21,886 2026-11-11 Fine-tuning AI and Agents AI & ML →
A library for parameter-efficient fine-tuning of large pretrained models.
huggingface/github.com/huggingface/peft /21,886 stars /2026-11-11
260 bottle Web Frameworks 8,889,942 8,799 2026-10-23 Synchronous Web Frameworks Web Development →
A fast and simple micro-framework distributed as a single file with no dependencies.
bottlepy/github.com/bottlepy/bottle /8,799 stars /2026-10-23
261 autobahn-python WebSocket 8,676,590 2,538 2026-11-11 Servers and Clients WebSocket Web Development →
WebSocket & WAMP for Python on Twisted and asyncio.
crossbario/github.com/crossbario/autobahn-python /2,538 stars /2026-11-11
262 flower DevOps Tools 8,478,761 7,242 2026-11-01 Monitoring and Processes DevOps Tools DevOps →
A real-time monitor and web admin for Celery task queues.
mher/github.com/mher/flower /7,242 stars /2026-11-01
263 chromadb Database 8,469,282 29,673 2026-11-07 Vector Database Database & Storage →
An open-source embedding database for building AI applications with semantic search.
chroma-core/github.com/chroma-core/chroma /29,673 stars /2026-11-07
264 ansible DevOps Tools 8,446,954 71,455 2026-11-11 Configuration Management DevOps Tools DevOps →
A radically simple IT automation platform.
ansible/github.com/ansible/ansible /71,455 stars /2026-11-11
265 supervisor DevOps Tools 8,343,073 9,167 2025-12-21 Monitoring and Processes DevOps Tools DevOps →
Supervisor process control system for UNIX.
Supervisor/github.com/Supervisor/supervisor /9,167 stars /2025-12-21
266 funcy Functional Programming 8,123,642 3,508 2026-10-26 Functional Programming Python Language →
Fancy and practical functional tools.
Suor/github.com/Suor/funcy /3,508 stars /2026-10-26
267 prefect Job Schedulers 7,974,466 24,152 2026-11-10 Workflow Orchestration Job Schedulers DevOps →
A modern workflow orchestration framework that makes it easy to build, schedule and monitor robust data pipelines.
PrefectHQ/github.com/PrefectHQ/prefect /24,152 stars /2026-11-10
268 dash Data Visualization 7,896,115 24,488 2026-11-10 Dashboards and Apps Data Visualization Data & Science →
A framework for building data apps and dashboards in pure Python, built on Plotly.
plotly/github.com/plotly/dash /24,488 stars /2026-11-10
269 fabric DevOps Tools 7,740,244 15,530 2026-04-10 Deployment DevOps Tools DevOps →
A simple, Pythonic tool for remote execution and deployment.
fabric/github.com/fabric/fabric /15,530 stars /2026-04-10
270 hypercorn Web Servers 7,731,713 1,620 2025-11-08 ASGI Web Servers Web Development →
An ASGI and WSGI server based on Hyper libraries and inspired by Gunicorn.
pgjones/github.com/pgjones/hypercorn /1,620 stars /2025-11-08
271 pint Science 7,559,439 2,828 2026-11-09 Physics and Engineering Science Data & Science →
Operate and manipulate physical quantities with units and dimensional analysis.
hgrecco/github.com/hgrecco/pint /2,828 stars /2026-11-09
272 cookiecutter CLI Tools 7,544,309 25,184 2026-03-04 Project Scaffolding CLI Tools CLI & GUI →
A command-line utility that creates projects from cookiecutters (project templates).
cookiecutter/github.com/cookiecutter/cookiecutter /25,184 stars /2026-03-04
273 poethepoet Build Tools 7,433,916 2,097 2026-10-14 Build Tools Developer Tools →
A task runner that defines tasks in pyproject.toml and works with poetry or uv.
nat-n/github.com/nat-n/poethepoet /2,097 stars /2026-10-14
274 waitress Web Servers 7,400,696 1,599 2026-09-27 WSGI Web Servers Web Development →
Multi-threaded, powers Pyramid.
Pylons/github.com/Pylons/waitress /1,599 stars /2026-09-27
275 lancedb Database 7,263,068 11,881 2026-11-11 Vector Database Database & Storage →
A developer-friendly embedded retrieval database for multimodal AI.
lancedb/github.com/lancedb/lancedb /11,881 stars /2026-11-11
276 rdkit Science 7,168,180 3,684 2026-11-11 Biology and Chemistry Science Data & Science →
Cheminformatics and machine learning software.
rdkit/github.com/rdkit/rdkit /3,684 stars /2026-11-11
277 strawberry Web APIs 6,973,849 4,732 2026-11-10 Framework Agnostic Web APIs Web Development →
A GraphQL library that leverages Python type annotations for schema definition.
strawberry-graphql/github.com/strawberry-graphql/strawberry /4,732 stars /2026-11-10
278 catboost Machine Learning 6,921,391 9,200 2026-11-11 Gradient Boosting Machine Learning AI & ML →
A fast, scalable, high-performance gradient boosting on decision trees library.
catboost/github.com/catboost/catboost /9,200 stars /2026-11-11
279 django-allauth Authentication 6,789,764 10,382 2026-11-11 OAuth Authentication Web Development →
Authentication app for Django that "just works."
pennersr/github.com/pennersr/django-allauth /10,382 stars /2026-11-11
280 pyfiglet CLI Development 6,768,693 1,592 2026-08-02 Terminal Rendering CLI Development CLI & GUI →
An implementation of figlet written in Python.
pwaller/github.com/pwaller/pyfiglet /1,592 stars /2026-08-02
281 pydantic-ai AI and Agents 6,716,796 21,148 2026-11-11 Orchestration AI and Agents AI & ML →
A Python agent framework for building generative AI applications with structured schemas.
pydantic/github.com/pydantic/pydantic-ai /21,148 stars /2026-11-11
282 schedule Job Schedulers 6,591,166 12,266 2024-05-25 Task Scheduling Job Schedulers DevOps →
Python job scheduling for humans.
dbader/github.com/dbader/schedule /12,266 stars /2024-05-25
283 sh DevOps Tools 6,537,435 7,248 2026-07-25 Monitoring and Processes DevOps Tools DevOps →
A full-fledged subprocess replacement for Python.
amoffat/github.com/amoffat/sh /7,248 stars /2026-07-25
284 bokeh Data Visualization 6,510,721 20,475 2026-11-11 Plotting Data Visualization Data & Science →
Interactive web plotting for Python.
bokeh/github.com/bokeh/bokeh /20,475 stars /2026-11-11
285 browser-use Web Scraping 6,441,034 120,742 2026-11-11 Frameworks Web Scraping HTTP & Scraping →
Make websites accessible for AI agents with easy browser automation.
browser-use/github.com/browser-use/browser-use /120,742 stars /2026-11-11
286 apache-airflow Job Schedulers 6,392,213 47,453 2026-11-11 Workflow Orchestration Job Schedulers DevOps →
Airflow is a platform to programmatically author, schedule and monitor workflows.
apache/github.com/apache/airflow /47,453 stars /2026-11-11
287 django-oauth-toolkit Authentication 6,317,638 3,345 2026-10-29 OAuth Authentication Web Development →
An OAuth 2.0 authorization server for Django.
django-oauth/github.com/django-oauth/django-oauth-toolkit /3,345 stars /2026-10-29
288 gradio Data Visualization 6,305,218 44,031 2026-11-11 Dashboards and Apps Data Visualization Data & Science →
Build and share machine learning apps, all in Python.
gradio-app/github.com/gradio-app/gradio /44,031 stars /2026-11-11
289 openai-whisper AI and Agents 6,255,761 112,520 2026-08-31 Speech AI and Agents AI & ML →
A general-purpose automatic speech recognition model trained on 680k hours of multilingual and multitask supervised data.
openai/github.com/openai/whisper /112,520 stars /2026-08-31
290 channels WebSocket 6,189,769 6,364 2026-08-06 Framework Integrations WebSocket Web Development →
Brings WebSocket, long-poll HTTP, and other async support to Django.
django/github.com/django/channels /6,364 stars /2026-08-06
291 diffusers AI and Agents 6,099,416 34,910 2026-11-11 Image and Video Generation AI and Agents AI & ML →
Pre-trained diffusion models for generating and editing images, audio, and video.
huggingface/github.com/huggingface/diffusers /34,910 stars /2026-11-11
292 dlt Data Ingestion / ETL 6,080,126 6,080 2026-11-11 General Data Ingestion / ETL Data & Science →
A Python library for building data pipelines with automatic schema inference, incremental loading, and support for multiple sources and destinations.
dlt-hub/github.com/dlt-hub/dlt /6,080 stars /2026-11-11
293 jieba Natural Language Processing 5,945,697 35,226 2020-02-15 Chinese Natural Language Processing AI & ML →
The most popular Chinese text segmentation library.
fxsjy/github.com/fxsjy/jieba /35,226 stars /2020-02-15
294 biopython Science 5,932,510 5,269 2026-11-11 Biology and Chemistry Science Data & Science →
Biopython is a set of freely available tools for biological computation.
biopython/github.com/biopython/biopython /5,269 stars /2026-11-11
295 whenever Date and Time 5,906,943 2,416 2026-11-07 Date and Time Python Language →
A modern datetime library, type-safe and DST-safe, in Rust or pure Python.
ariebovenberg/github.com/ariebovenberg/whenever /2,416 stars /2026-11-07
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