you can substitute vegetable broth for a homemade vegetarian brown gravy, though the flavor won't be quite the same. if you prefer a darker brown gravy, just swap in more beef broth for some of the chicken broth. once the broth is boiling, whisk in a blend of cornstarch and water and let it cook on the stove.