Yes, the program can play a variety of movies in different video formats. According to the official description, RealPlayer Cloud supports the following video files: FLV, WMV, MKV, DIVX, XVID, MOV, AVI, and MP4.
To increase file compatibility, I also recommend installing Combined Community Codec Pack.
