Facebook posts - Me Only?

In your Facebook App Settings go to Settings -> Permissions. In there, you can set the default publishing mode. Please note that this can be overridden by a user's preferences though. So, if the user logging in has their privacy set to "Only Me" as their default, that will be what's used.

I hope that helps,
Alex