12 Best Python Automation Libraries

Here are the best open-source Python automation libraries for your applications. You can use these to implement different types of automation, including web scraping, data extraction and manipulation, workflow management, and more.

Python is the most widely used programming language for automation. No matter what kind of task you want to automate in Python, there's a library for it. The most popular Python Automation library is Selenium WebDriver. It is one of the most widely used tools for automating browsers on the internet today. Selenium allows users to access their browsers through code (Python or Java). Other Python automation libraries can be used to test web applications or perform tasks like form filling/submission without requiring human interaction. The biggest advantage of using Python libraries is that they do not require any installation because they are written entirely in Python. So, all you need is your favorite text editor (like Sublime Text).

We have handpicked the top and trending open-source Python automation libraries for your next application development project:

Ansible:

• Used in DevOps, Ansible, Docker applications, etc.
• Makes the deployment and maintenance of applications and systems easier.
• Helps automate tasks like code deployment, network configuration, cloud management, etc.

Selenium: 

• Used in Testing, Functional Testing, Selenium applications, etc.
• Offers a variety of tools and libraries enabling web browser automation.
• Provides an infrastructure for the W3C WebDriver specifications.

Prefect:

• Used in Automation, BPM applications, etc.
• Helps ensure that workflows execute properly.
• Offers one of the easiest ways to coordinate your dataflow.

Tpot:

• Used in Artificial Intelligence, Machine Learning applications, etc.
• Optimizes machine learning pipelines using genetic programming.
• Helps automate the most tedious part of machine learning.

Robotframework:

• Used in Automation, Selenium applications, etc.
• Offers a generic automation framework.
• Useful for acceptance testing and RPA.

Playwright-python:

• Used in Testing applications, etc.
• It’s the Python version of the Playwright testing and automation library.
• Delivers capable, reliable, and fast automation.

Pyautogui:

• Used to control the mouse and keyboard programmatically.
• It’s a cross-platform GUI automation Python module.
• Supports Python 2 and 3 on Windows, macOS, and Linux operating systems.

Pywinauto:

• Used to automate the Microsoft Windows GUI.
• Allows sending mouse and keyboard actions to windows dialogs and controls.
• Also, supports more complex actions like getting text data.

SeleniumBase:

• Used in Testing, Functional Testing, Selenium applications, etc.
• Offers a Python framework for browser automation and E2E UI testing.
• Includes Test Case Management Software with Markdown technology.

Tox:

• Used in DevOps, Continous Integration, Jenkin applications, etc.
• It’s a generic virtual environment management and test command line tool.
• Helps automate and standardize testing in Python.

Automagica:

• Used in Automation, Docker applications, etc.
• Provides AI-powered Smart Robotic Process Automation.
• Helps automate a variety of tasks and processes.

Selenium-python-helium:

• Used in Testing, Functional Testing, Selenium applications, etc.
• Makes it easier to use Selenium-python for web automation.
• Offers a high-level API for tasks such as Web driver management, iFrames, Window management, etc.