Literacy is very important for individual empowerment, societal progress, and economic development especially in rural and village communities because access to resources and opportunities are often difficult to obtain. Being literate helps individuals live in understanding with one another, enables the society to be socially conscious and promotes community awareness. The assessment of literacy trends in these settings is important to find out the educational landscape, identify loopholes, and bring positive changes that cater to the needs of the locals. Village communities are often characterized by their distinctive socio-cultural factors or circumstances and limited infrastructure which requires focused attention to address disparities in literacy and promote development. In developing countries like India, rural communities struggle with many issues that impact literacy rates like inadequate educational facilities, insufficient educators, language disconnection and economic barriers and many more. In many cases even distance and inaccessibility of transportation and commute can add to the barriers that rural communities face to acquire proper education. This research focuses on assessing literacy trends in village communities, aiming to understand patterns, influencing factors, and ways for development initiatives. Through these contexts, the study seeks to contribute development toward framing more effective and efficient strategies for increasing literacy rates and rural development.