Current sensor SCT-013-000 : bidirectional ?

You failed to provide a link to the device you have so my remarks are based on the devices I found searching for the term.

Before I buy this sensor for my Arduino, can someone confirm that this sensor and the #include "EmonLib.h" is capable of reading and distingues current in both direction ?

Yes, the split core clamp is capable of sensing positive and negative current.

As you also failed to provide a link to the library and a wiring diagram of the planned setup I cannot answer the second question as that depends on the circuitry and the board used.

If it can, very 'high tech', as this sensor is no more than a transfo .. ( or am I wrong ? )

What's high tech about that? A transformator induces a scaled current on the output side. You just have to measure that scaled (down in this case) current but as I wrote this needs additional circuitry.