I use TinyTinyRSS. Works pretty well. Fully free unlike services such as Feedly, just like Reader was back in the day.

Works well on any shared hosting or VPS etc. as long as you've got PHP/MySQL/Postgres and the ability to setup a CRON job (CPanel/Plesk give you this) or the daemon.