Yup, that's what I use and recommend to get that crud off of bullets.Removing Moly Coating is easy. Go to Lowe's and get some liquid Bar Keepers Friend. Pour into a dish and then add bullets. Let soak 1-2 minutes and then wipe off. Amazing stuff.
See pictures for example of those I used this method on.