Erm, I believe in the Advanced Server menu at the Start Game menu, at the very top.
The port needs to be set before the server is started. You can initialize the port from the command line by adding the -port <number> switch.Example:Blockland.exe -dedicated -port 28100 -mission base/data/missions/bedroom.mis