The primary purpose of an application firewall is to protect web applications by filtering and monitoring HTTP traffic between clients and servers. It serves as a shield against various security threats, including SQL injection, cross-site scripting (XSS), and other vulnerabilities that exploit application weaknesses. By analyzing incoming and outgoing data, an application firewall can block malicious traffic, ensuring that only legitimate requests are processed and maintaining the security and integrity of web applications.