Using the whole chicken creates a rich and flavorful broth. If you prefer not to use a whole chicken, you can use chicken thighs. The dark meat and fat on thighs will still create a flavorful broth. I don’t recommend using just chicken breast as it isn’t fatty enough for broth, and will dry out in the gumbo.