I missed table support in the default TinyMCE editor and thought I have to install a new one.
But tables and much more just hidden!
To activate advanced editor features:
Extensions > Plugin Manager > Editor - TinyMCE > Edit > Plugin Parameters > Functionality > change from Advanced to Extended
And here is my first table: