Okra (Abelmoschus esculentus (L.) Moecnh) is a versatile crop that is widely grown in western Ethiopia, despite that it is less researched. This study, therefore, investigates the traditional knowledge, nutritional, and morphological characteristics of two commonly grown okra varieties (Kenketse and Sharma) in west Ethiopia. A semi-structured questionnaire, checklist, and observations were used to collect primary data from households, key informants, and farms. In addition, proximate composition parameters like moisture content, total ash, crude fat, crude protein, crude fiber, utilizable carbohydrates, and gross energy fruits were measured through laboratory analysis. Fruit morphological traits, including fruit dimensions such as length and width, were determined using a digital Vernier caliper. For data analysis, SPSS software was used. The results revealed that the entire plant is used for both food and ethnomedicinal purposes. Curing ailments such as stomach pain, constipation, wound/cut, heart discomfort, back pain, malaria, diarrhea, and amoebae were among the medical benefits of okra. The proximate composition (%) on a dry matter basis of okra fruits differed significantly (p < .05) by cultivar type and drying method. Moisture (3.69%-5.24%), total ash (6.60%-8.01%), crude fat (4.87%-8.58%), crude protein (4.06%-5.23%), crude fiber (12.85%-15.26%), utilizable carbohydrate (56.42%-67.63%), and gross energy contents (326-341 kcal) were the ranges of the various proximate and energy levels. Morphological characteristics of fruit and leaf length, width, and length-to-width ratio varied with cultivar type, where Sharma had more than double the length of Kenketse (70.1 vs. 187.1 mm). Despite being an undervalued native vegetable crop in Ethiopia, the study's findings show that okra is a multipurpose vegetable for promoting human health and ensuring food and nutritional security. Therefore, stepping up its production, marketing, and consumption could help alleviate the food shortage and improve human nutrition and health in the study areas.