I have been using Bookwyrm for my personal reading list. Would recommend! Easy to set up.

I hear there are some issues with its licensing. They seem to use some sort of 'anti-capitalist' license which is non-OSI. But I think that its ok, we need to start experimenting again, and clearly the OSI model isn't working.