I use this on iOS and iPadOS. It isn’t perfect and needs tinkering and tweaking. But it does block ads systemwide in most apps (banner ads, not those pesky in game ads usually). And you can customise it by seeing what ad servers were called, and add them to the block list.
I lack the space for a drawer like this, instead this exists as a plastic tub in the kitchen cabinet under the sink.