In this paper, we address the problem of classification of quasi-homogeneous formal power series providing solutions of the oriented associativity equations. Such a classification is performed by introducing a system of monodromy local moduli on the space of formal germs of homogeneous semisimple flat F-manifolds. This system of local moduli is well-defined on the complement of the “doubly resonant” locus, namely the locus of formal germs of flat F-manifolds manifesting both coalescences of canonical coordinates at the origin, and resonances of their “conformal dimensions”. It is shown how the solutions of the oriented associativity equations can be reconstructed from the knowledge of the monodromy local moduli via a Riemann-Hilbert-Birkhoff boundary value problem. Furthermore, standing on results of B. Malgrange and C. Sabbah, it is proved that any formal homogeneous semisimple flat F-manifold, which is not doubly resonant, is actually convergent. Our semisimplicity criterion for convergence is also reformulated in terms of solutions of Losev-Manin commutativity equations, growth estimates of correlators of F-cohomological field theories, and solutions of open Witten-Dijkgraaf-Verlinde-Verlinde equations.