Normally the RTCP port is the next port number up from the one being used for RTP. So for example if the RTP port is 30000 then port 30001 will be used for RTCP.
In the case you've mentioned you could wait until you receive an RTP packet from the server and then send the RTCP receiver reports to the RTP port number + 1.