The adoption of the right software testing tools for software quality checking is important to ensure the comprehensiveness of software accuracy before the software is launched and used by the intended users. However, there is a persistent gap in understanding the factors that influence the intention to use software testing tools among software testers. This research was conducted with quantitative survey analysis to explore whether the quality factors of functional stability, reliability, usability, security, and portability have positive and significant relationships with the intention to use software testing tools, among the 306 software testers from multi-field companies. All the hypothesis testing for the above-mentioned relationships were accepted. In subsequent multiple regression tests, three factors namely reliability, usability, and portability are significant and could be used to construct the theoretical framework for software testing tools adoption. The findings of this research could help the developers of software testing tools to create more reliable, high usability, and portable testing tools, to increase the software adoption rate among the software testers.