The values of psi (or digamma) function and its derivatives, polygamma function, at rational arguments in terms of elementary functions are known due to a number of authors. In this paper the authors re-find (and re-prove) above mentioned values in terms of other functions such as the Hurwitz zeta function, Bernoulli polynomials and Clausen functions.