Hi Sayan,
I had the same problem and I made a bookmarks manager which actually works. Nobody wants to manage their bookmarks. We want to save them and have them surfaced to us when we need them the most.
That's why I made https://bkmark.io
This service will, among many other things, put your bookmarks in your new tab page, and every week you receive an email with a selection of bookmarks you have never opened. You get many other things such as full text search, auto-tagging, and you can discover bookmarks from the community too.