Quoting the very first paragraph in the section *General*:

> Applications should be registered on [Stack Apps](http://stackapps.com/apps/oauth/register) to get a request key. Request keys grant more requests per day, and are necessary for using access_tokens created via [authentication](https://api.stackexchange.com/docs/authentication).

Click the first link, and there's the registration form.