One of the problems faced by MSMEs in Indonesia is related to finance. MSMEs experience obstacles, especially in obtaining loan funds for business operations. This study analyzed the factors that determine MSMEs' access to formal credit from banks. The research method used was path analysis to test a theory-based model of causal, direct, and indirect relationships among financial literacy, the proportion of owned capital, use of fintech, asymmetric information perception, and access to bank credit. The results showed that the asymmetric perception of information positively and significantly mediated the relationship between the effect of financial literacy and the proportion of own capital on access to bank credit. Meanwhile, asymmetric information perception did not affect the mediation of the relationship between fintech use and access to bank credit. This study showed that reducing information asymmetry can be done to increase MSME access to credit.