The flexible climbing robot integrates micro-vacuum pumps and multi-chamber devices, and adopts a coordinated control strategy for negative-pressure pneumatic propulsion. By mimicking the locomotion of inchworms, it achieves adaptive crawling on vertical surfaces, thus providing an effective technical solution for climbing robots tasked with operations in unstructured environments.