I read in Rick's "Pocket Paris" that the Musée de l'Armée is closed the first Monday of the month, but when I went to the website that was not the case (as far as I could tell). I was able to purchase a ticket on June 4, a Monday.
Anyway, it might be worth double-checking websites for times and dates just to make sure your plan isn't thrown off.