Python modules and libraries are essential components of the Python ecosystem, offering pre-written code and functionalities that can be easily integrated into programs. They enable developers to streamline development, avoid reinventing the wheel, and accelerate the implementation of complex features. By leveraging modules and libraries, programmers can focus on solving specific problems rather than writing code from scratch, ultimately improving efficiency and productivity.