Is it possible to view video stream (H.264 live feed) over RTP/RTSP in iPhone natively? If not, is it possible to write an application for this purpose?
Sure it is possible, in fact others have done it already, see e.g. IPVision from TTrix.
Seems that the Live555 libraries can be compiled for iOS. See this SO question: