AdGuard and similar local VPN based ones do, I use it on my Android along with uBlock Origin on the browser for example. It blocks all ads in all apps.
It blocks ads on Firefox
FF is WebKit on iOS. Has the same blocking mechanisms available as any other browser on iOS — that is to say, not great.
Wipr as an alternative seems to be ok.
Got a screenshot of uBlock Origin running on an iPhone?