The aim of the present study was to develop strains of actinomycetes producing low molecular weight cathepsin B inhibitor. Among 700 isolates from soil samples, a strain of Streptomyces sp. SMF30 producing cathepsin B inhibitor showing specificity and heat stability was selected by an economical and effective screening method. 50 units characteristics for major cluster analysis and 34 units characteristics for minor cluster were tested and the data were analyzed numerically using the TAXON program. The Isolate SMF30 was identified as a strain of Streptomyces aburabiensis