Digitalization of Climate-Smart Agriculture practices leverages the power of digital agriculture tools/services (DATs) of any form (hardware, software, or data) in Climate-Smart Agriculture (CSA) practices to promote enhanced adaptation, GHGs emissions mitigation and increase productivity for smallholding agriculture. This research used a mixture of participatory and learning approaches with an emphasis on Expert Interviews and a Large-scale Household Survey involving 1219 farmers in the Bono East of Ghana to assess the awareness and utilization of DATs in smallholder farmers' CSA practices. Precisely, we assess farmers' engagement with Digital Agriculture Services (DAS) and DAT such as; TVs, Radios, Mobile phones/Tablets, Unmanned Aerial Vehicles (UAV)/Drones, Soil Sensor, Moisture Meters, Rain Gauges, Farm Management Software, Smartphone Applications, and Field Thermometers. The research suggests that the ubiquity of TVs, Radios, and feature phones in rural communities makes these tools the most used devices in farmers' climate-smart practices. However, the level of awareness, availability, accessibility, and utilization of complex tools such as UAVs and simpler tools such as soil sensors, moisture meters, field thermometers, rain gauges, smartphone applications (Facebook, WhatsApp, Twitter, etc.), and farm management software is minimal among rural farmers.The DAS facilitating farmers' climate-smart practices is limited to Digital Agroadvisory Purposes (digital extension), Agri-Digital Finance, and Digital Procurement services, while engagement with other DAS, such as Agri E-Commerce which facilitates most CSA Institution/Market Smart practice, is non-existing in rural communities. In addition, the Digitalization of Climate-Smart Agriculture, in its present form, is only limited to a few CSA practices and DATs engagement among smallholders owing to unmet training and information needs for most Climate-Smart Agriculture practices and interventions. Challenges such as DATs' unavailability, inaccessibility, high cost, high (digital)illiteracy, and inadequate extension support for the digitalization of CSA practices limit uptake. The study proposes increased capacity building for smallholders on CSA practice and interventions. Likewise, a strong public–private partnership across multiple scales is needed to stimulate needed investment to enhance farmers' access to affordable, easy-to-use, and tailor-made DATs while recognizing the power dependence and inequalities these digital tools may unleash in rural communities. Finally, increasing sensitization on DAT's use and benefits in rural communities and the larger population is critical to enhancing the widespread Digitalization of Climate-Smart Agriculture practices in smallholding agriculture.