The stars are more important when you’re a developer. It indicates interest in the project, and when it’s a library you might want to use that translates into how well maintained it might be and what level of official and unofficial support you might get from it.

Other key things to look at are how often are they doing releases and committing changes, how long bugs are left open, if pull requests sit there forever without being merged in etc.