diff --git a/hgctl/pkg/agent/mcp.go b/hgctl/pkg/agent/mcp.go
index 6843d3dd5..963f06fe2 100644
--- a/hgctl/pkg/agent/mcp.go
+++ b/hgctl/pkg/agent/mcp.go
@@ -23,6 +23,7 @@ import (
 	"strings"
 
 	"github.com/alibaba/higress/hgctl/pkg/agent/services"
+	"github.com/alibaba/higress/hgctl/pkg/helm"
 	"github.com/fatih/color"
 	"github.com/higress-group/openapi-to-mcpserver/pkg/models"
 	"github.com/spf13/cobra"
@@ -100,7 +101,7 @@ func newMCPAddCmd() *cobra.Command {
 	cmd.PersistentFlags().StringVar(&arg.spec, "spec", "", "Specification of the openapi api")
 	cmd.PersistentFlags().BoolVar(&arg.noPublish, "no-publish", false, "If set then the mcp server will not be plubished to higress")
 
-	flagHigressConsoleAuth(cmd, arg)
+	addHigressConsoleAuthFlag(cmd, arg)
 
 	return cmd
 }
@@ -290,14 +291,13 @@ func addMCPToolConfig(client *services.HigressClient, config *models.MCPConfig,
 	// fmt.Println("get openapi tools add response: ", string(resp))
 }
 
-func flagHigressConsoleAuth(cmd *cobra.Command, arg *MCPAddArg) {
+func addHigressConsoleAuthFlag(cmd *cobra.Command, arg *MCPAddArg) {
 	cmd.PersistentFlags().StringVar(&arg.baseURL, HIGRESS_CONSOLE_URL, "", "The BaseURL of higress console")
 	cmd.PersistentFlags().StringVar(&arg.hgUser, HIGRESS_CONSOLE_USER, "", "The username of higress console")
 	cmd.PersistentFlags().StringVarP(&arg.hgPassword, HIGRESS_CONSOLE_PASSWORD, "p", "", "The password of higress console")
 
 	viper.SetEnvKeyReplacer(strings.NewReplacer("-", "_"))
 	viper.AutomaticEnv()
-	// TODO: if higress is installed by hgctl, then try to resolve auth arg in install profile
 }
 
 // resolve from viper
@@ -311,4 +311,38 @@ func resolveHigressConsoleAuth(arg *MCPAddArg) {
 	if arg.hgPassword == "" {
 		arg.hgPassword = viper.GetString(HIGRESS_CONSOLE_PASSWORD)
 	}
+
+	// fmt.Printf("arg: %v\n", arg)
+
+	if arg.hgUser == "" || arg.hgPassword == "" {
+		// Here we do not return this error, cause it will failed when validate arg
+		if err := tryToGetLocalCredential(arg); err != nil {
+			fmt.Printf("failed to get local higress console credential: %s\n", err)
+		}
+	}
+}
+
+func tryToGetLocalCredential(arg *MCPAddArg) error {
+	profileContexts, err := getAllProfiles()
+
+	// The higress is not installed by hgctl
+	if err != nil || len(profileContexts) == 0 {
+		return err
+	}
+
+	for _, ctx := range profileContexts {
+		installTyp := ctx.Install
+		if installTyp == helm.InstallK8s || installTyp == helm.InstallLocalK8s {
+			user, pwd, err := getConsoleCredentials(ctx.Profile)
+			if err != nil {
+				continue
+			}
+			// TODO: always use the first one profile
+			arg.hgUser = user
+			arg.hgPassword = pwd
+			return nil
+		}
+	}
+
+	return nil
 }
diff --git a/hgctl/pkg/agent/utils.go b/hgctl/pkg/agent/utils.go
index 1162eaf7d..4954af09f 100644
--- a/hgctl/pkg/agent/utils.go
+++ b/hgctl/pkg/agent/utils.go
@@ -27,6 +27,10 @@ import (
 	"strings"
 
 	"github.com/AlecAivazis/survey/v2"
+	"github.com/alibaba/higress/hgctl/pkg/helm"
+	"github.com/alibaba/higress/hgctl/pkg/installer"
+	"github.com/alibaba/higress/hgctl/pkg/kubernetes"
+	"github.com/alibaba/higress/v2/pkg/cmd/options"
 	"github.com/braydonk/yaml"
 	"github.com/fatih/color"
 	"github.com/higress-group/openapi-to-mcpserver/pkg/converter"
@@ -41,6 +45,11 @@ import (
 	"k8s.io/client-go/tools/clientcmd"
 )
 
+const (
+	SecretConsoleUser = "adminUsername"
+	SecretConsolePwd  = "adminPassword"
+)
+
 var binaryName = AgentBinaryName
 
 // ------ cmd related  ------
@@ -453,3 +462,52 @@ func promptForServiceKubeSettingsAndRetry() (string, error) {
 	color.Green("✅ Found Higress Gateway Service IP: %s (namespace: %s)", ip, namespace)
 	return ip, nil
 }
+
+func getConsoleCredentials(profile *helm.Profile) (username, password string, err error) {
+	cliClient, err := kubernetes.NewCLIClient(options.DefaultConfigFlags.ToRawKubeConfigLoader())
+
+	if err != nil {
+		return "", "", fmt.Errorf("failed to build kubernetes client: %w", err)
+	}
+
+	secret, err := cliClient.KubernetesInterface().CoreV1().Secrets(profile.Global.Namespace).Get(context.Background(), "higress-console", metav1.GetOptions{})
+	if err != nil {
+		return "", "", err
+	}
+	return string(secret.Data[SecretConsoleUser]), string(secret.Data[SecretConsolePwd]), nil
+}
+
+// This function will do following things:
+// 1. read the profile from local-file
+// 2. read the profile from k8s' configMap
+// 3. combine the two type profiles together and return
+func getAllProfiles() ([]*installer.ProfileContext, error) {
+	profileContexts := make([]*installer.ProfileContext, 0)
+	profileInstalledPath, err := installer.GetProfileInstalledPath()
+	if err != nil {
+		return profileContexts, nil
+	}
+	fileProfileStore, err := installer.NewFileDirProfileStore(profileInstalledPath)
+	if err != nil {
+		return profileContexts, nil
+	}
+	fileProfileContexts, err := fileProfileStore.List()
+	if err == nil {
+		profileContexts = append(profileContexts, fileProfileContexts...)
+	}
+
+	cliClient, err := kubernetes.NewCLIClient(options.DefaultConfigFlags.ToRawKubeConfigLoader())
+	if err != nil {
+		return profileContexts, nil
+	}
+	configmapProfileStore, err := installer.NewConfigmapProfileStore(cliClient)
+	if err != nil {
+		return profileContexts, nil
+	}
+
+	configmapProfileContexts, err := configmapProfileStore.List()
+	if err == nil {
+		profileContexts = append(profileContexts, configmapProfileContexts...)
+	}
+	return profileContexts, nil
+}