This paper not only probes into critical plight of leisure agricultural development, but also investigates its potential through the fieldwork, the in-depth interviews of inhabitants and tourists, and DEMATEL (Decision Making Trial and Evaluation Laboratory) analytic method. There were six parts in the article including preface, literature review, problem collection and induction, issues in leisure agricultural development of Tai-an Village, strategy drafting, and conclusion. For the case study, Tai-an area in Houli Township, Taichung County was selected as the object. Through actual and practical investigation, the problems of local leisure agricultural development were collected extensively, the matrix analysis of the DEMATEL method was used further to expound the structure of the problems in order to find out the main cruxes of the problems, feedback to the present conditions, and analyze the development advantages, potential, and topics; finally, responding to the evaluation of the topics to draw up the tactics of future village leisure agricultural development and offer suggestions.