Hi Amit,
a simple favourite feature could work through cookies or a local storage.
If a user clicks the fav icon on a page you store the page title or the whole url within the local storage.
A javascript function could read this storage and create the link for the user when accessing the "your favourites" section.
I haven't implemented it, but that should work and is pretty straight forward.
Cheers,
Steffen