Here are few solutions -
- MySql Gui tools is official ui
from Mysql.
- You can also try Mysql Workbench
which is going to replace Gui Tools.
- Mysql Yog can be run on Linux using
wine (I think they officially
recommend this method).
- HeidiSql is also good option, I
use it most of the time. It also run
using wine on Linux. It lightest of all.
- If you are looking for web based
solution than phpmyadmin is the
solution.
Since you are already using sqlyog, I suggest you to use same on Linux as well.