Cream together butter, sugar, and tea. Beat in vanilla, then eggs, one at a time until incorporated. Sift together flour, cocoa powder, and baking powder; fold into egg mixture until just mixed.
Drop cookies by rounded tablespoonfuls onto a ungreased cookie sheets.