We study how a general configuration of finitely-many point vortices, in a state of uniform rotation or translation with Newtonian interaction or generalized surface quasi-geostrophic interactions, can be desingularized into a steady configuration of vortex patches. Using a technique first introduced by Hmidi and Mateu for vortex pairs, we reformulate the problem for the patch boundaries so that it no longer appears singular, at which point classical techniques such as Lyapunov-Schmidt reduction can be used. Provided the point vortex equilibrium is non-degenerate in a natural sense, solutions can be constructed directly using the implicit function theorem, yielding asymptotics for the shape of the patch boundaries. As an application, we prove the existence of various families of solutions with patches arranged in asymmetric pairs, regular polygons, body-centered polygons, and nested regular polygons. These configurations are degenerate due to their additional symmetries, but this difficulty can be overcome by integrating the appropriate symmetries into the formulation of the problem.