When ever Googlebot tries to access any topic or a category page on my nodebb forum, it encounters a 404. This doesn't happen on browser .. Does anyone else face the same issue ? (NodeBB version is latest 1.8.2).

Go to Manage -> Privelleges. The spiders dont have view access by default. Please give them view access and it will be all fine.