Misterbnb is a kind of 'gay Airbnb'. It works the same, except it specifically welcomes gays, lesbian, transgenders etc. You can rent whole apartments, or rooms to share with the owner.

Web:
https://www.misterbnb.com/s/amsterdam-netherlands