Tripathi was an associate to Hari Shankar Tiwari, a long time MLA from the Indian National Congress.
After joining politics, Tripathi was instrumental in several large shifts of allegiance involving dozens of MPs, thus influencing the formation of several governments in Uttar Pradesh.