Actually what I did is:
- Installing this: https://github.com/Wizcorp/phonegap-facebook-plugin
Adding manually the .m and .h files into the right plugin folder (not done automatically, sounds like a bug) - Installing this: https://github.com/dunksmith/facebookConnectPlugin-angular in order to benefit from Angular encapsulation.
Works pretty well, as well for native API or Browser