For a compact oriented surface of genus with boundary components, the space spanned by free homotopy classes of loops in carries the structure of a Lie bialgebra equipped with a natural decreasing filtration, whose structure morphisms are called the Goldman bracket and the (framed) Turaev cobracket. We address the following Goldman-Turaev (GT) formality problem: construct a Lie bialgebra homomorphism from to its associated graded such that ${\rm gr} , \theta = {\rm id}$. In order to solve it, we define a family of higher genus Kashiwara-Vergne (KV) problems for an element , where is a free Lie algebra. In the case of and , it is the classical KV problem from Lie theory. For , these KV problems are new. We show that an element induces a GT formality map if and only if it is a solution of the KV problem. A crucial step in solving the higher genus KV problem is to construct solutions for the case of and in terms of certain elliptic associators following Enriquez. By solving the KV problem, we establish the GT formality for every and , with the exception of some framings for in which case the GT formality actually does not hold. Furthermore, we introduce pro-unipotent groups and which act on the space of solutions of the KV problem freely and transitively. There are injective maps from Grothendieck-Teichm"uller groups. As an application, we show that the Johnson obstruction given by the Turaev cobracket coincides with the one given by the Enomoto-Satoh trace. As part of our study, we prove a uniqueness theorem for non-commutative divergence cocycles on the group algebra of a free group which is of independent value.

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