A faint rotten egg smell after a propane delivery can be normal. While propane is odorless, gas companies add an artificial odorant, like mercaptan, to identify gas leaks. If the smell is strong and doesn’t go, leave and call your propane delivery company from a neighbor's to get it checked out.