When executing jps to view running Java applications, the displayed name comes from a sun.java.command property. This is usually the name of the Main-Class when executing it with java directly, but Eclipse starts the JVM by using the native calls which bypasses this setting.

By adding a property definition sun.java.command=JMC then the application will show up appropriately in JPS.