Identity of any individual creates the path for future to function and liberty of thought and expression unwrap tremendous possibilities. If one's identity is denied or altered then both path and possibilities become obscure. One society cannot show its prominence and accomplishments, if some sections of its population are repressed and neglected. Sexually minority groups and more specifically transgender community is one of such repressed and oppressed communities till date in India. A transgender is an individual, who identifies with a different gender other than the sex assigned at birth, and in India, for the very first time, they were officially counted in 2011 census, and the number was approximately 5,00,000. The present study emphasized to understand the canopy of sexuality and gender identity with a focus on transgender persons. As there is much ambiguity, confusion, and ignorance among people, these sexual minority communities become easy targets of stigma, discrimination, bias, harassment in multiple levels, and they become vulnerable to have disturbed mental health and well-being. At this juncture, Rights-based Counseling approach has been established as an effective intervention program to liberate the fragile self-concept and to safeguard the mental health of this client. It stresses on assuring the dignity of the individual irrespective of class, caste, creed, gender, and religion and to fight for one's rights.