This scoping review evaluated accountability and monitoring frameworks used by major global initiatives for reproductive, maternal, neonatal, and child health (RMNCH) care. The study found that while quality indicators and health systems inputs are considered important for accountability, there are significant gaps in the indicators used, particularly for reproductive health and the quality domains of timeliness and efficiency.