Objectives: The Flourishing Scale (FS) was developed to measure psychological well-being from the eudaimonic perspective, highlighting the flourishing of human functioning. This article evaluated the psychometric characteristics of the simplified Chinese version of FS among a Chinese community population. Method: A total of 433 participants from 17 different communities in southwest China completed a questionnaire package that included FS, Chinese Virtues Questionnaire, and Brief Symptom Inventory-18. Results: The results demonstrated excellent internal consistency, solid one-factor structure, strong convergent and discriminant validity, and incremental validity. Flourishing was found to play a mediating role in the relationship between total virtue and psychological distress. Conclusions: FS was proved to be appropriate for use in assessing psychological well-being among a Chinese community population, which may be recognized as a promising tool to evaluate the effectiveness of interventions for evidence-based social work practice.