On GrapheneOS and CalyxOS I used the preinstalled Chromium based browser for web apps.
I installed Brave and set Brave as the default Browser, so it’s used to open links by default and for general browsing in general.
Firefox as a browser for web apps works too. If your version of Android and therefore the build in browser doesn’t get updates any more, Firefox is definitely the better option for web apps.