After 38 years of development, the procedure of selection and evaluation of the World Health Organization Essential Medicine List (WHO EML) is increasingly scientific and formal. However, peer review for the applications of WHO EML is always required in a short period. It is necessary to build up a set of methods and processes for rapid review. The most important items for the rapid review of WHO EML peer reviewers are: 1) to confirm the requirements and identify the purposes; 2) to establish the research questions and translate the questions into the ‘Participants, Interventions, Comparators, Outcomes, Study design' (PICOS) format; 3) to search and screen available evidence, for which high-level evidence is preferred, such as systematic reviews or meta-analyses, health technology assessment (HTA), clinical guidelines; 4) to extract data, where we extract primary information based on the purposes; 5) to synthesize data by qualitative methods, assess the quality of evidence, and compare the results; 6) to provide the answers to the applications, quality of evidences and strength of recommendations. Our study established a set of methods and processes for the rapid review of WHO EML peer review, and our findings were used to guide the reviewers to fulfill the 19th WHO EML peer review. The methods and processes were feasible and met the necessary requirements in terms of time and quality. Continuous improvement and evaluation in practice are warranted.