Whatever colour the bare metal is - I'm not sure if the blocks had some kind of minimal rust protection but they def weren't painted. Just wire brush/ wool & dust off thoroughly and you'll be as close as you can get. Shouldn't rust anyway on the outside in normal use unless there's a leak somewhere

Don't think it'd hurt to paint it though while you have the chance, even on a resto