In order to improve adhesion of electroless copper deposits on alumina substrates, some stabilizers such as 2-Mercapto Benzothiazole, thiourea and NaCN were added over a wide range of concentrations. The adhesion tests of the deposits were performed by using the cellophane tape and the push-pull scale. With the minor addition of the stabilizers, 2-MBT having a large molecular size gives poor adhesion, together with a finer grain structure, whereas Thiourea and NaCN show a high mechanical strength of the deposits. The high mechanical strength is supposed to be due to the easy desorption of hydrogen gas generated from the electroless reactions. A large amount of the three stabilizers decreases the adhesion for all the cases, resulting from strong adsorption of the stabilizers to the substrates.