Appium is an open source tool for automating native, hybrid, and mobile web applications across multiple platforms including iOS and Android. It supports various programming languages and offers a modular architecture that facilitates flexible communication between clients and the server. However, it comes with some limitations, such as no support for Android versions lower than 4.2 and challenges in setting it up on some systems.