Taking CNKI as the data source, using the bibliometric analysis method, and using CiteSpace software to analyze the field of inclusive finance from 2006 to 2021. The results show that the development of inclusive finance can be divided into three stages: the offline financial inclusive period, the Internet + inclusive financial period, and the digital inclusive financial period. In the future,the research focus on inclusive finance should turn to digital inclusive finance under the rural revitalization strategy. The research on the development of financial inclusion provides new ideas for the improvement of the policy system of inclusive finance research.