She founded various associations promoting Albanian women's rights, the most important of which was the Lidhja e Gruas (Woman's Union), one of the first prominent feminist organizations of Albania.

[1] In the period of the democratic movement in Albania from 1921 to 1924, Rumbo published in local newspapers Demokratia and Drita articles on problems faced by Albanian women, especially the issue of education.

[citation needed] On November 23, 1920, with Hashibe Harshova, Naxhije Hoxha, and Xhemile Balili she founded in Gjirokastër Lidhja e Gruas, one of the most important feminist organizations of Albania promoting women's emancipation.

[1] In 1923 Urani Rumbo began a campaign along with other women for the right of girls to attend the lyceum of Gjirokastër as boys did.

On July 4, 1930, she was accused by the authorities of encouraging girl students of the Koto Hoxhi school to perform in theater plays.

Although she was supported by public opinion across Albania, the ministry of education transferred her to Vlorë, where she worked until her death on March 26, 1936.