Is there a robust, free module for SE-style social signup?
I used Hybrid Auth . It works well. I tried anothers. They were not so good. Yes,  Hybrid Auth does not have another functionality to share content. But It should not have it. It uses the separated library. It does not use third party services. It's free and independent.

If you tell me your successful experience with another libraries I will be pleased.