"Kommt es mit Reis dazu?"
or does that sound odd?
Yes, that sounds odd. The waiter will probably understand what you mean, but it's not usual.
Generally, we call rice, potatoes, chips Beilage. So you have several options:
Ask
Was gibt es als Beilage, Reis?1
Ask for it specifically
Kann ich Reis statt Kartoffeln als Beilage haben?
Ask unspecifically, and let the waiter enumerate
Welche Beilagen gibt es zum Steak?
1)Sounds a little bit impolite for me. Probably forgiven with a non native speaker.