Some clients do let you search hashtags and you can follow those. I'm using nostter.app and messages with certain hashtags do show up in my feed. 

 I had a look at the nostter.app and I like how easy to search the hashtag. Is there a mobile app other than web client? 

 Alas, no. However I find it easy to run in a browser on my phone.