This article presents an experimental analysis of greenhouse solar dryer (GHSD) under natural and forced convection for shelf storage of Tulsi (Ocimum sanctum) leaves, and the obtained results are compared with conventional open sun drying and shade drying to determine the optimal drying method. The GHSD, being capable of raising the interior temperature 15–25 °C higher than the ambient temperature, took only 2.5 and 2.0 h for drying of 100 gm Tulsi under natural and forced convection mode compared to 5.0 and 7.0 h in open sun and shade drying, respectively. The peak drying rate under natural and forced convection GHSD drying was 0.57 and 0.70 gm of water per gram of dry solid, while dryer efficiencies were estimated as 14% and 16%, respectively. The findings revealed a reduction in drying time by 50% and 60% compared to open sun drying, and by 64% and 71% compared to shade drying under natural and forced convection, respectively. The calculated energy payback time (EPBT) was 0.78 years with earned carbon credit of US$ 60.22 for 10 years of intended life span while the economic payback period was 1.3 years associated with potential saving of Rs 1,11,916. In quality evaluation, total phenolic and flavonoid content (73.39 mg GAE/g and 5.09 mg QE/g) along with antioxidant potential (IC50 value: 55.09 μg/mL) have been recorded higher for the leaves dried in GHSD compared to open sun drying. The findings established a sustainable, eco‐friendly and economical path for the blooming herbal medicine industry.Practical applicationGreenhouse solar dryer is an eco‐friendly, sustainable, clean and hygienic way to dry herbs and medicinal plants. The greenhouse solar dryer can shorten the drying time by 50%–60% compared to natural stand in the sun (OSD), improve the quality of dried herbs and medicinal plants, and reduce the decay rate of the dried products. These leaves can be best suited for Ayurveda medicine industries for herbal powder (Churna). Being economically advantageous, greenhouse solar dryers improve the shelf life of the dried leaves, reduce their density, and lower transportation costs, boosting farmers' income in herbal farming and nutritional security.