I will describe all Vassiliev invariants that do not distinguish mutant knots in terms of their weight systems. Namely, a (canonical) Vassiliev invariant does not distinguish mutant knots if and only if its weight system depends on the intersection graph of chord diagram only. This is a joint work with Sergei Lando.