Facebook Login Page Error- An error occurred. Please try again later

You've setup Facebook app and when you try to use the connect or login API, you get the following error:

An error occurred. Please try again later

To resolve this issue, ensure that your app is not in sandbox mode. This could be on of the reason why you get the error.