Aria2Android allows you to run your own aria2 server on your device!
You can easily save session to pause downloads and continue them later and control your server through the JSON-RPC interface.
This project is open source at https://github.com/devgianlu/Aria2Android
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aria2 is developed by Tatsuhiro Tsujikawa (https://github.com/tatsuhiro-t).