Objective To understand the research hotspot and development trend of meteorological factors in the field of hand, foot and mouth disease at home and abroad, and to provide references for domestic scholars to explore the frontier of this field. Methods Relevant literature published from the retrievable date to August 31, 2022 was searched in CNKI, Wanfang, VIP, China Biomedical Literature Database, Web of Science Core Collection and PubMed database. CiteSpace and VOSviewer software were used to retrieve related research literature on hand, foot and mouth disease and meteorological factors, and visualization analysis was conducted from the aspects of publication volume, relevant authors, keywords and journal analysis. Results A total of 610 literatures were included in this study, including 339 foreign documents and 271 Chinese documents. The number of published literatures in this field showed an increasing trend year by year. In foreign literature, there were 147 core authors, and 209 keywords appeared more than 3 times. In Chinese literature, there were 57 core authors, and 66 keywords appeared more than 3 times. In recent years, time series analysis and Bayesian spatiotemporal models had been widely used to explore the relationship between hand, foot and mouth disease and meteorological factors. Science of the Total Environment (28 articles) and Disease Surveillance (12 articles) accounted for the largest number of publications in foreign and Chinese journals, respectively. Compared with Chinese journals, foreign journals formed a stable group of journals. Conclusion In general, the research content in this field is rich, and the research trend has shifted from epidemiological research to the application of new methods in this field to explore the impact of meteorological factors on the incidence of hand, foot and mouth disease.