Community pharmacies provide access to medicines and pharmaceutical services. Consequently, adequate availability and sufficient workforce capacity must be ensured for effective healthcare delivery. This study assessed the community pharmacy sector in Saudi Arabia, including density, workforce capacity, and evolution from 2007 to 2022. This retrospective study measured community pharmacy infrastructure and workforce capacity using international indicators and standardized measures, including community pharmacy and community pharmacist density per 10,000 people and ratio of community pharmacists per pharmacy. Several data sources and platforms were used to collect the data including the Ministry of Health, Saudi General Authority for Statistics, and Ministry of Human Resources and Social Development. The number of community pharmacies increased by 89.30%, from 5466 in 2007 to 10,347 in 2022, and density increased from 2.25 to 3.22. However, density varied by region, from 3.97 to 1.95. The number of community pharmacists increased by 98.02%, from 10,932 in 2007 to 21,648 in 2022, and community pharmacist density increased from 4.51 to 6.73. However, the ratio of community pharmacists per pharmacy remained unchanged (2.0 in 2007 and 2.1 in 2022). Female pharmacists were first issued licenses to practice in community pharmacies in 2016, and the proportion of female pharmacists to total increased from 0.29% (n=42) in 2016 to 10.95% (n=2370) in 2022. The nationalization policy for community pharmacies was implemented in 2020, and the proportion of Saudi pharmacists increased from 3.08% (n=581) in 2019 to 19.90% (n=4306) in 2022, while proportion of expatriate pharmacists decreased from 96.92% (n=18,292) to 80.10% (n=17,342). The findings showed that the community pharmacy sector in Saudi Arabia recently experienced substantial growth comparable to high-income countries. However, further improvements are required in some regions to increase community pharmacy density. Moreover, the ratio of pharmacists per pharmacy should be improved to meet the healthcare system needs.