diff --git a/cmd/aggregated-apiserver/app/options/options.go b/cmd/aggregated-apiserver/app/options/options.go
index 69367e64c..1b4cea9e6 100644
--- a/cmd/aggregated-apiserver/app/options/options.go
+++ b/cmd/aggregated-apiserver/app/options/options.go
@@ -54,6 +54,7 @@ func NewOptions() *Options {
 // AddFlags adds flags to the specified FlagSet.
 func (o *Options) AddFlags(flags *pflag.FlagSet) {
 	o.RecommendedOptions.AddFlags(flags)
+	flags.Lookup("kubeconfig").Usage = "Path to karmada control plane kubeconfig file."
 
 	flags.StringVar(&o.karmadaConfig, "karmada-config", o.karmadaConfig, "Path to a karmada-apiserver KubeConfig.")
 	// Remove it when we are in v1.2(+).
diff --git a/cmd/controller-manager/app/options/options.go b/cmd/controller-manager/app/options/options.go
index 53738e01e..615a45668 100644
--- a/cmd/controller-manager/app/options/options.go
+++ b/cmd/controller-manager/app/options/options.go
@@ -95,6 +95,8 @@ func NewOptions() *Options {
 
 // AddFlags adds flags to the specified FlagSet.
 func (o *Options) AddFlags(flags *pflag.FlagSet, allControllers []string) {
+	flags.Lookup("kubeconfig").Usage = "Path to karmada control plane kubeconfig file."
+
 	flags.StringSliceVar(&o.Controllers, "controllers", []string{"*"}, fmt.Sprintf(
 		"A list of controllers to enable. '*' enables all on-by-default controllers, 'foo' enables the controller named 'foo', '-foo' disables the controller named 'foo'. All controllers: %s.",
 		strings.Join(allControllers, ", "),
diff --git a/cmd/scheduler/app/options/options.go b/cmd/scheduler/app/options/options.go
index 15bbfb030..3640cf012 100644
--- a/cmd/scheduler/app/options/options.go
+++ b/cmd/scheduler/app/options/options.go
@@ -70,7 +70,7 @@ func (o *Options) AddFlags(fs *pflag.FlagSet) {
 
 	fs.BoolVar(&o.LeaderElection.LeaderElect, "leader-elect", true, "Enable leader election, which must be true when running multi instances.")
 	fs.StringVar(&o.LeaderElection.ResourceNamespace, "leader-elect-resource-namespace", util.NamespaceKarmadaSystem, "The namespace of resource object that is used for locking during leader election.")
-	fs.StringVar(&o.KubeConfig, "kubeconfig", o.KubeConfig, "Path to a KubeConfig. Only required if out-of-cluster.")
+	fs.StringVar(&o.KubeConfig, "kubeconfig", o.KubeConfig, "Path to karmada control plane kubeconfig file.")
 	fs.StringVar(&o.Master, "master", o.Master, "The address of the Kubernetes API server. Overrides any value in KubeConfig. Only required if out-of-cluster.")
 	fs.StringVar(&o.BindAddress, "bind-address", defaultBindAddress, "The IP address on which to listen for the --secure-port port.")
 	fs.IntVar(&o.SecurePort, "secure-port", defaultPort, "The secure port on which to serve HTTPS.")
diff --git a/cmd/webhook/app/options/options.go b/cmd/webhook/app/options/options.go
index cf223b298..7740d3760 100644
--- a/cmd/webhook/app/options/options.go
+++ b/cmd/webhook/app/options/options.go
@@ -41,6 +41,8 @@ func NewOptions() *Options {
 
 // AddFlags adds flags to the specified FlagSet.
 func (o *Options) AddFlags(flags *pflag.FlagSet) {
+	flags.Lookup("kubeconfig").Usage = "Path to karmada control plane kubeconfig file."
+
 	flags.StringVar(&o.BindAddress, "bind-address", defaultBindAddress,
 		"The IP address on which to listen for the --secure-port port.")
 	flags.IntVar(&o.SecurePort, "secure-port", defaultPort,