Methods for the assessment of urban geological environment quality are integral quantity method, exponential model method, sensitive factor model method, method and fuzzy comprehensive evaluation method based on step analysis as well as gray clustering analysis method. This paper makes an approach to the application of fuzzy clustering analysis method to assessment of geological environment quality related to the development of underground space due to discontinuity of spatial distribution of assessing factors and uncertainty of property of geological environment.