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If you're concerned about power usage You can start with just a raspberry pi or something similar running something like Lightweight Music Server which uses a subsonic protocol. Then any app that can connect to a subsonic server like ultrasonic (not sure if this one specifically available for iOS). That's how I started before moving onto Plex and Plexamp.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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If you want to stream from your Mac, I recommend Navidrome. It has both iOS clients and a web front-end. You'd need to have the Mac running. Unless you explore offline cache via client.
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selfhosted-music-overview
A table listing software network services which can be hosted on your own servers
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a more popular project.
Related posts
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Best self hosted service you're using for music?
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self hosted music server that sorts an artist's releases into singles/compilations/live albums/etc? not plex
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Self-hosted old Google Music? No streaming, but a client player that downloads/plays.
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Looking for a self-hosted audio streaming server solution.
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How the greatest MP3 player undid itself (2017)