The party was founded by Nenad Stevović, who was its leader from 2008 to 2014, when he resigned.

[3] Montenegrin Party ran as a minority list in the 2008 parliamentary election.

However, the party won only 0.07% of votes, failing to obtain a seat in the National Assembly.

The party also ran independently in the 2012 and 2014, winning 0.1% and 0.18% votes respectively.

In the 2014 election the Montenegrin Party electoral list was headed by Joška Broz, president of the Communist Party and grandson of former Yugoslav leader Josip Broz Tito.