Damiana - what's it for?

I found a few hundred grams of an herb called damiana, that apparently dates to the Evil Ex-Roommate era. Any idea what it’s used for?

Supplement Watch says it’s supposed to be an aphrodisiac, among other things:
http://www.supplementwatch.com/supatoz/supplement.asp?supplementId=97

I had an ex-girlfriend who fed me a tincture of Damiana, Saw Palmetto, and a coupla other herbs every morning.

Anecdotally, I’d say I think there may be something in it, comparing the frequency and duration of, uh, [stares at feet] with typical experiences before and since then. Even going back to the old salad days.

Good lord.

Here’s what I found about its safety:

(*Sounds scary, but I notice that the seeds of the entire rose family - including apples, apricots, plums, peaches, cherries, and almonds - also contain cyanide precursors, which in normal doses are excreted from the body without ill effect. Also sprach Cecil.)