Agriculture is the bedrock of India's economy, and providing farmers with modern tools is crucial for progress. In Nashik, Maharashtra, accessing farm equipment often involves time-consuming travel and high rental costs. Digitalizing equipment rental offers a key solution, recognized globally for its positive societal impact. This project aims to develop a user-friendly mobile application to streamline this process for local farmers. The app will allow them to easily check real-time equipment availability, view transparent rental costs, make immediate bookings, and schedule rentals in advance, all from their location. This digital infrastructure will directly address current challenges, reducing inconvenience and financial burdens. Improved access to modern tools via a seamless rental system is expected to boost farming efficiency, promote better practices, increase productivity, and advance the agricultural sector in Nashik, potentially serving as a model for wider adoption across India, aligning with the growing trend of digital agriculture to improve farmers' livelihoods. Keywords: agricultural machinery, rental optimization, big data, cloud service, artificial bee colony (ABC), ant colony optimization (ACO), quality of service (QoS), max-min ant system (MMAS)