I am searching for a prove or a counterexample for this statement:
If finite-dimensional complex Lie algebra is equal to its commutant, then it is semisimple.
I suppose it is not true, because otherwise I would be able to find this beautiful result somewhere.
No, it is a strictly weaker property. If Lie algebra is equal to its commutant, it is called perfect. See here for a counterexample.