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You don't need desktop. There's a very well working docker image with web vnc ~ https://hub.docker.com/r/realies/soulseek
Another option along similar lines: https://github.com/slskd/slskd
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.