Select a Mediterranean color palette for your kitchen to create a cohesive and inviting space. Use warm earth tones like terracotta, sandy beige, and olive green for the walls and cabinetry. Accents of vibrant blues and yellows can be incorporated through accessories and decorative tiles to add a pop of color.