I used to have a similar problem, so I decided to move to go through my bookmarks every couple of months and delete any that I haven't used since I last checked

I used to have a similar problem, so I decided to move to go through my bookmarks every couple of months and delete any that I haven't used since I last checked them. I now have about 20 bookmarks that get used regularly and anything else I'll just search for again.