The grammar is okay, but that's not how a native would say it. We usually say "have a party" or "throw a party."

I am throwing a party for my mom.

Teacher Jonathan gave an excellent answer.

to prepare a party.

I want to have a party for my mom. I will have a party for my mom. I am throwing a party for my mom