This guideline describes how to implement Mentorship and Enhanced Supervision for Health Care and Quality Improvement, or MESH-QI, programs to improve quality of care, data collection, on-site education and clinical mentoring, as a model for Health Systems Strengthening. With a focus on the health workforce, this guide offers lessons that are applicable for the social service workforce and allied workforces.