In Chrome you can search bookmarks too. Start typing @bookmarks and it autocompletes search on your bookmarks.
Same with @tabs to search through open tabs.
Sadly Edge doesn't do tags, I initiate them by appending keywords to the bookmark name.
(I have to use Edge at work.)