It can't hurt just to knock on the door and introduce yourself and say you too are a SAHM and if they want they can come over for coffee. Or as you said your work friend is having drinks at her house you could invite them (providing your friend doesnt mind). The worst they could do is say no but who knows you might make a few more friends out of it