During the party's second General Convention in Butwal, Malbar Singh Thapa and Gore Bahadur Khapangi were reelected to their posts.

The party contested the 2008 Constituent Assembly election and won 2 seats through proportional representation.

In the 2013 Constituent Assembly election, the party again won 2 seats through proportional representation.

[2] The two members in the Constituent Assembly, Shiva Lal Thapa and Sima Kumari BK, quit the party on 2 March 2015 and announced the formation of Rastriya Janamukti Party (Loktantrik).

According to the RJP central office, the following are the current sister organizations: In addition, teachers, intellectuals, athletes, transport entrepreneurs, and communication/media-related organizations are parties which are closely aligned with Janamukti Thought.