Get a single speed chain, KMC 410 is a good one. Under $10 and will work with a 3/32 or a 1/8" chain. It's what I use on all of my single speed and fixed gear bikes. That make a really good one called the Rust Buster with a bulletproof grey coating on it and still under $10.

Rust Buster.