An application server is the runtime environment that executes your business logic, manages transactions, pools database connections, and serves dynamic content to clients. While a web server (Apache httpd, Nginx) handles static files and reverse-proxies HTTP requests, an application server sits behind it and does the actual computation: processing form submissions, running authentication workflows, calling external APIs, managing session state, and coordinating with databases and message brokers. Every non-trivial web application runs on an application server, whether the team calls it that or not.
The category traces back to the J2EE era when IBM WebSphere, BEA WebLogic, and JBoss dominated enterprise computing. Those platforms offered a full stack of Java EE services: servlet containers, EJB containers, JMS messaging, JTA transactions, and JNDI naming. The modern landscape is far broader. Application servers now span languages (Java, .NET, Python, Ruby, Go, Node.js, Rust), deployment models (bare metal, VMs, containers, serverless), and philosophies (full-stack monolith vs. microservice-per-process). Tomcat and Jetty serve most Java web workloads without the full Java EE stack. Gunicorn and uWSGI power Python. Puma runs Ruby on Rails. Kestrel runs .NET. The term 'application server' still means something, but it covers a much wider range of software than it did a decade ago.
For IT decision-makers evaluating application server software, the practical question is: do you need a full-stack platform that provides transaction management, connection pooling, clustering, and enterprise integrations out of the box (WildFly, WebSphere Liberty, Payara), or do you need a lightweight runtime that starts fast and handles HTTP while you bring your own libraries for everything else (Tomcat, Quarkus, Spring Boot embedded)? The answer depends on your application architecture, your team's expertise, and whether you are running on your own infrastructure or on a cloud platform that already provides many of these services as managed offerings.