Expressing need in Portuguese is almost always accomplished with PRECISAR. When talking about needing something PRECISAR is followed by de (of).
Eu preciso de você! (I need you!)
When you are talking about needing to do something, no de is required.
Eu preciso correr. (I need to run.)