Have you considered using https://pinboard.in? It's a great tool for bookmark organization using tagging. I have over 3500 private bookmarks on that site, but I rarely lose links or have issues isolating sets of links relating to particular projects. It costs something like $15 for an account, but there are no ads and your data isn't sold or shared if you don't want it to be.
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