Under certain conditions, they are. 

There are two ways to legally fly Unmanned Aerial Vehicles in the "National Airspace", which is to say all but certain restricted areas: 


1) Get aCertificate of Authorization(COA) from the FAA, a process that can take months or more. 

2) Fly under exemptions granted to non-commercial ("recreational") flyers who adhere to certain restrictions.