Interest in astrology has surged recently, possibly due to the uncertain conditions in the world due to the Covid-19 pandemic. While belief in astrology is common and socially legitimized in many cultures, a few instances of excessive engagement with astrological services or "fortune-telling addiction" are indicating a risk of adverse mental health consequences. To understand the existing research base on correlates of belief in astrology and fortune-telling. Method: We have carried out a scoping review to synthesize the available literature base on belief in astrology and to review the evidence for "fortune-telling addiction" using Arksey and O'Malley's methodological framework. Databases of PubMed, ProQuest, EBSCO, and SCOPUS were searched for relevant studies published in peer-reviewed journals. The search findings revealed the association of belief in astrology with cognitive, personality, and psychological factors such as thinking style, self-concept verification, and stress. Case studies on "fortune-telling addiction" have conceptualized it as a possible behavioral addiction and have reported symptoms such as distress, cravings, and salience. However, further research on the condition along with its psychosocial determinants is necessary for the development of preventative and curative intervention efforts.