Much of the, "vintage sound" you're referring to was generated by the carbon composition resistors used, back in the day.
There are still a variety of Cornell-Dubilier, Black Cat capacitors available, that seemed a favorite, among many audio component designers as well, though: few in the higher uF values.
ie: https://www.vivatubes.com/lot-of-4x-vintage-black-cat-black-beauty-axial-oil-capacitor-047uf-600v/