This app was mentioned in 2 comments, with an average of 1.50 upvotes
This is my go-to tea timer app on the Play Store, funnily enough called "Tea Timer". It's very simple but also customisable.
https://play.google.com/store/apps/details?id=goo.TeaTimer&hl=en