The spatiotemporal coordination of multiple morphogens is essential for embryonic patterning yet poorly understood. During neural crest (NC) formation, dynamic bone morphogenetic protein (BMP), fibroblast growth factor (FGF), and WNT signals cooperate by acting on mesoderm and ectoderm. Here, we show that Fhl3, a scaffold LIM domain protein, modulates BMP gradient interpretation during NC induction. During gastrulation, low BMP signaling neuralizes the neural border (NB) ectoderm, while Fhl3 enhances Smad1 intracellular response in underlying paraxial mesoderm, triggering the high WNT8 signals needed to pattern the NB. During neurulation, fhl3 activation in NC ectoderm promotes simultaneous high BMP and BMP-dependent WNT activity required for specification. Mechanistically, Fhl3 interacts with Smad1 and promotes Smad1 binding to wnt8 promoter in a BMP-dependent manner. Consequently, differential Fhl3 expression in adjacent cells ensures a finely tuned coordination of BMP and WNT signaling at several stages of NC development, starting by positioning the NC-inducing mesoderm center under competent NB ectoderm.