CMEV was formed in 1997 by the Centre for Policy Alternatives (CPA), the Free Media Movement (FMM) and the Coalition Against Political Violence as an independent and non-partisan organisation to monitor the incidence of election related violence.

Currently, CMEV is made up of CPA, FMM and INFORM Human Rights Documentation Centre.