We study the Minimum Label Spanning Tree Problem. In this problem, we are given an undirected graph whose edges are labeled with colors. The goal is to find a spanning tree which uses as little different colors as possible. We present an approximation algorithm with logarithmic performance guarantee. On the other hand, our hardness results show that the problem cannot be approximated within a constant factor. (C) 1998 Elsevier Science B.V.