 Rochester was known for its Quaker activists, and in 1838, Moore co-founded and became the first president and recording secretary of the Rochester Anti-Slavery Society.The other co-founder was Asa Anthony, cousin to Susan B. Anthony.Moore was something of an emancipation author, and wrote the essay "Religious, Moral and Political Duties" in the 1853 collection titled "Autographs for Freedom".