It is based in the village and townland of Annaghmore, near Portadown, and is part of Armagh GAA.

The club is named in honour of the Irish revolutionaries Pádraic and Willie Pearse.

The club's underage teams are amalgamated with Clonmore and Collegeland O'Rahilly's, and play as Naomh Eoin.

Annaghmore won their fourth JFC title in 2013,[3] defeating neighbours Clonmore on a scoreline of 0–12 to 1-05.

In the same year, the club attained promotion to the senior ranks for the first time with a second-placed finish in Division Two of the restructured Armagh All County League.