I've started using Pocket for this. They need a better browser UI, since they seem to have been focusing much more on their mobile apps, but their recently-add

I've started using Pocket for this. They need a better browser UI, since they seem to have been focusing much more on their mobile apps, but their recently-added "highlights" features accomplish the "bring them back to the front occasionally" part of your description.