MongoDB Semantic Search refers to the ability to search for documents in a MongoDB collection based on the meaning or context of the data, rather than just exact keyword matches. Traditional database searches are often keyword-based, which means they only return documents that contain an exact match to the search query. Semantic search, on the other hand, aims to understand the intent behind the query and return results that are contextually similar, even if the exact keywords aren't present.