Can I play multiple Idols one at a time and receive the effects each time?
Yes, you play them one at a time, and therefore you get the alternating boon and curse effect. 

Note that this mandatory, not merely an option: You always play (and resolve) your treasures one at a time. Usually order doesn't matter, so players tend to gloss over that protocol in practice. But the order is always there.