Agra is a story set in the town of Agra which revolves around a 24-year-old man named Guru (Mohit Agarwal) who lives on the ground floor along with his bitter mother (Vibha Chhibber) while his father stays on the first floor along with his second wife (Sonal Jha). Guru is sexually repressed who is in love with his imaginary girlfriend Mala (Ruhani Sharma) and in order to have his own privacy demands to stay in the single room on the terrace that every family member is eyeing for. Guru’s cousin, Chhavi (Aanchal Goswami) is looking to set up her clinic on the terrace but the former is in no mood to help her. Guru who finds himself lonely meets Priti (Priyanka Bose) – a polio afflicted widow who is stuck in her own legal battles, hoping she would be a fine companion but things go haywire. What Guru does next forms the remaining plot of the story.