  In this paper, we establish relations between special values of Dirichlet
$L$-functions and that of spectral zeta functions or $L$-functions of cycle
graphs. In fact, they determine each other in a natural way. These two kinds of
special values were bridged together by a combinatorial derivative formula
obtained from studying spectral zeta functions of the first order self-adjoint
differential operators on the unit circle.
