Even on the Google Play Store, there's a browser called Firefox that supports the concept of "add-ons".
I know these are a novelty on Android where most people use Chrome because it's pre-installed - but add-ons are small, self-contained downloadable additions to your browser. There are multiple such add-ons that will block ads for you. They also work in-app where the Firefox WebView/custom tab is used.