The club was founded in 1961 and plays its home matches at the Gradski stadion in Crnjelovo Gornje, with a capacity of 3,540 seats.

Sloga Gornje Crnjelovo currently compete in the Second League of RS (Group East).

This capped a meteoric rise, as Sloga played in the sixth division in 2014, receiving four consecutive promotions and obtaining a goal difference of 83:8 in the 2017–18 season.

[1] Sloga finished second in the First League of RS in the 2018–19 season, 20 points behind the champions Borac Banja Luka.

Issues arose in the summer when the club had difficulty paying the 100,000 km guaranteed to secure their spot in the league.