How can I write php tests for third party oauth authentication?

I am writing an application which requires authentication from Github API v3. One of my main goals for this application is to have full test coverage.

The application is written with Silex with controllers defined in different files.

How would I test third party authentication with PHPUnit? Or do I need something like Behat?