Graph search algorithms are fundamental techniques used to explore and traverse graphs, which are data structures consisting of nodes and edges. They are crucial for solving problems like pathfinding, connectivity, and network flow, and include methods such as Depth-First Search and Breadth-First Search, each with unique properties and applications.