diff --git a/cmd/harbor/root/artifact/cmd.go b/cmd/harbor/root/artifact/cmd.go
index c3638de3..f30da31a 100644
--- a/cmd/harbor/root/artifact/cmd.go
+++ b/cmd/harbor/root/artifact/cmd.go
@@ -31,6 +31,7 @@ func Artifact() *cobra.Command {
 		DeleteArtifactCommand(),
 		ScanArtifactCommand(),
 		ArtifactTagsCmd(),
+		ArtifactLabelsCmd(),
 	)
 
 	return cmd
diff --git a/cmd/harbor/root/artifact/labels.go b/cmd/harbor/root/artifact/labels.go
new file mode 100644
index 00000000..31e94331
--- /dev/null
+++ b/cmd/harbor/root/artifact/labels.go
@@ -0,0 +1,98 @@
+package artifact
+
+import (
+	"github.com/goharbor/harbor-cli/pkg/api"
+	"github.com/goharbor/harbor-cli/pkg/prompt"
+	"github.com/goharbor/harbor-cli/pkg/utils"
+	"github.com/sirupsen/logrus"
+	"github.com/spf13/cobra"
+)
+
+func ArtifactLabelsCmd() *cobra.Command {
+	cmd := &cobra.Command{
+		Use:   "labels",
+		Short: "Manage labels of an artifact",
+	}
+
+	cmd.AddCommand(
+		AddLabelsCmd(),
+		RemoveLabelsCmd(),
+	)
+
+	return cmd
+}
+
+func AddLabelsCmd() *cobra.Command {
+	var opts api.ListFlags
+	cmd := &cobra.Command{
+		Use:     "add",
+		Short:   "Add a label of an artifact",
+		Example: `harbor artifact labels add <project>/<repository>/<reference> <labelName|labelID>`,
+		Run: func(cmd *cobra.Command, args []string) {
+			var err error
+			var projectName, repoName, reference string
+			var labelID int64
+
+			if len(args) > 0 {
+				projectName, repoName, reference = utils.ParseProjectRepoReference(args[0])
+				labelID, err = api.GetLabelIdByName(args[1])
+				if err != nil {
+					logrus.Errorf("Failed to get this lable: %s", args[1])
+					return
+				}
+			} else {
+				projectName = prompt.GetProjectNameFromUser()
+				repoName = prompt.GetRepoNameFromUser(projectName)
+				reference = prompt.GetReferenceFromUser(repoName, projectName)
+				labelID = prompt.GetLabelIdFromUser(opts)
+			}
+			err = api.AddLabel(projectName, repoName, reference, labelID)
+
+			if err != nil {
+				logrus.Errorf("Failed to add label %s/%s@%s", projectName, repoName, reference)
+				return
+			}
+
+		},
+	}
+
+	return cmd
+}
+
+func RemoveLabelsCmd() *cobra.Command {
+	var opts api.ListFlags
+
+	cmd := &cobra.Command{
+		Use:     "remove",
+		Short:   "Remove a label of an artifact",
+		Example: `harbor artifact labels remove <project>/<repository>/<reference> <labelName|labelID>`,
+		Run: func(cmd *cobra.Command, args []string) {
+			var err error
+			var projectName, repoName, reference string
+			var labelID int64
+
+			if len(args) > 0 {
+				projectName, repoName, reference = utils.ParseProjectRepoReference(args[0])
+				labelID, err = api.GetLabelIdByName(args[1])
+				if err != nil {
+					logrus.Errorf("Failed to get this lable: %s", args[1])
+					return
+				}
+			} else {
+				projectName = prompt.GetProjectNameFromUser()
+				repoName = prompt.GetRepoNameFromUser(projectName)
+				reference = prompt.GetReferenceFromUser(repoName, projectName)
+				labelID = prompt.GetLabelIdFromUser(opts)
+			}
+			err = api.RemoveLabel(projectName, repoName, reference, labelID)
+
+			if err != nil {
+				logrus.Errorf("Failed to remove label %s/%s@%s", projectName, repoName, reference)
+				return
+			}
+
+		},
+	}
+
+	return cmd
+}
diff --git a/doc/cli-docs/harbor-artifact-labels-add.md b/doc/cli-docs/harbor-artifact-labels-add.md
new file mode 100644
index 00000000..06f0c861
--- /dev/null
+++ b/doc/cli-docs/harbor-artifact-labels-add.md
@@ -0,0 +1,38 @@
+---
+title: harbor artifact labels add
+weight: 95
+---
+## harbor artifact labels add
+
+### Description
+
+##### Add a label of an artifact
+
+```sh
+harbor artifact labels add [flags]
+```
+
+### Examples
+
+```sh
+harbor artifact labels add <project>/<repository>/<reference> <labelName|labelID>
+```
+
+### Options
+
+```sh
+  -h, --help   help for add
+```
+
+### Options inherited from parent commands
+
+```sh
+  -c, --config string          config file (default is $HOME/.config/harbor-cli/config.yaml)
+  -o, --output-format string   Output format. One of: json|yaml
+  -v, --verbose                verbose output
+```
+
+### SEE ALSO
+
+* [harbor artifact labels](harbor-artifact-labels.md)	 - Manage labels of an artifact
+
diff --git a/doc/cli-docs/harbor-artifact-labels-remove.md b/doc/cli-docs/harbor-artifact-labels-remove.md
new file mode 100644
index 00000000..ba6ea3c2
--- /dev/null
+++ b/doc/cli-docs/harbor-artifact-labels-remove.md
@@ -0,0 +1,38 @@
+---
+title: harbor artifact labels remove
+weight: 15
+---
+## harbor artifact labels remove
+
+### Description
+
+##### Remove a label of an artifact
+
+```sh
+harbor artifact labels remove [flags]
+```
+
+### Examples
+
+```sh
+harbor artifact labels remove <project>/<repository>/<reference> <labelName|labelID>
+```
+
+### Options
+
+```sh
+  -h, --help   help for remove
+```
+
+### Options inherited from parent commands
+
+```sh
+  -c, --config string          config file (default is $HOME/.config/harbor-cli/config.yaml)
+  -o, --output-format string   Output format. One of: json|yaml
+  -v, --verbose                verbose output
+```
+
+### SEE ALSO
+
+* [harbor artifact labels](harbor-artifact-labels.md)	 - Manage labels of an artifact
+
diff --git a/doc/cli-docs/harbor-artifact-labels.md b/doc/cli-docs/harbor-artifact-labels.md
new file mode 100644
index 00000000..21b8795d
--- /dev/null
+++ b/doc/cli-docs/harbor-artifact-labels.md
@@ -0,0 +1,30 @@
+---
+title: harbor artifact labels
+weight: 80
+---
+## harbor artifact labels
+
+### Description
+
+##### Manage labels of an artifact
+
+### Options
+
+```sh
+  -h, --help   help for labels
+```
+
+### Options inherited from parent commands
+
+```sh
+  -c, --config string          config file (default is $HOME/.config/harbor-cli/config.yaml)
+  -o, --output-format string   Output format. One of: json|yaml
+  -v, --verbose                verbose output
+```
+
+### SEE ALSO
+
+* [harbor artifact](harbor-artifact.md)	 - Manage artifacts
+* [harbor artifact labels add](harbor-artifact-labels-add.md)	 - Add a label of an artifact
+* [harbor artifact labels remove](harbor-artifact-labels-remove.md)	 - Remove a label of an artifact
+
diff --git a/doc/man-docs/man1/harbor-artifact-labels-add.1 b/doc/man-docs/man1/harbor-artifact-labels-add.1
new file mode 100644
index 00000000..c32763ac
--- /dev/null
+++ b/doc/man-docs/man1/harbor-artifact-labels-add.1
@@ -0,0 +1,45 @@
+.nh
+.TH "HARBOR" "1" "Feb 2025" "Habor Community" "Harbor User Mannuals"
+
+.SH NAME
+harbor-artifact-labels-add - Add a label of an artifact
+
+
+.SH SYNOPSIS
+\fBharbor artifact labels add [flags]\fP
+
+
+.SH DESCRIPTION
+Add a label of an artifact
+
+
+.SH OPTIONS
+\fB-h\fP, \fB--help\fP[=false]
+	help for add
+
+
+.SH OPTIONS INHERITED FROM PARENT COMMANDS
+\fB-c\fP, \fB--config\fP=""
+	config file (default is $HOME/.config/harbor-cli/config.yaml)
+
+.PP
+\fB-o\fP, \fB--output-format\fP=""
+	Output format. One of: json|yaml
+
+.PP
+\fB-v\fP, \fB--verbose\fP[=false]
+	verbose output
+
+
+.SH EXAMPLE
+.EX
+harbor artifact labels add <project>/<repository>/<reference> <labelName|labelID>
+.EE
+
+
+.SH SEE ALSO
+\fBharbor-artifact-labels(1)\fP
+
+
+.SH HISTORY
+5-Feb-2025 Auto generated by spf13/cobra
diff --git a/doc/man-docs/man1/harbor-artifact-labels-remove.1 b/doc/man-docs/man1/harbor-artifact-labels-remove.1
new file mode 100644
index 00000000..5c033324
--- /dev/null
+++ b/doc/man-docs/man1/harbor-artifact-labels-remove.1
@@ -0,0 +1,45 @@
+.nh
+.TH "HARBOR" "1" "Feb 2025" "Habor Community" "Harbor User Mannuals"
+
+.SH NAME
+harbor-artifact-labels-remove - Remove a label of an artifact
+
+
+.SH SYNOPSIS
+\fBharbor artifact labels remove [flags]\fP
+
+
+.SH DESCRIPTION
+Remove a label of an artifact
+
+
+.SH OPTIONS
+\fB-h\fP, \fB--help\fP[=false]
+	help for remove
+
+
+.SH OPTIONS INHERITED FROM PARENT COMMANDS
+\fB-c\fP, \fB--config\fP=""
+	config file (default is $HOME/.config/harbor-cli/config.yaml)
+
+.PP
+\fB-o\fP, \fB--output-format\fP=""
+	Output format. One of: json|yaml
+
+.PP
+\fB-v\fP, \fB--verbose\fP[=false]
+	verbose output
+
+
+.SH EXAMPLE
+.EX
+harbor artifact labels remove <project>/<repository>/<reference> <labelName|labelID>
+.EE
+
+
+.SH SEE ALSO
+\fBharbor-artifact-labels(1)\fP
+
+
+.SH HISTORY
+5-Feb-2025 Auto generated by spf13/cobra
diff --git a/doc/man-docs/man1/harbor-artifact-labels.1 b/doc/man-docs/man1/harbor-artifact-labels.1
new file mode 100644
index 00000000..6e3f65dc
--- /dev/null
+++ b/doc/man-docs/man1/harbor-artifact-labels.1
@@ -0,0 +1,39 @@
+.nh
+.TH "HARBOR" "1" "Feb 2025" "Habor Community" "Harbor User Mannuals"
+
+.SH NAME
+harbor-artifact-labels - Manage labels of an artifact
+
+
+.SH SYNOPSIS
+\fBharbor artifact labels [flags]\fP
+
+
+.SH DESCRIPTION
+Manage labels of an artifact
+
+
+.SH OPTIONS
+\fB-h\fP, \fB--help\fP[=false]
+	help for labels
+
+
+.SH OPTIONS INHERITED FROM PARENT COMMANDS
+\fB-c\fP, \fB--config\fP=""
+	config file (default is $HOME/.config/harbor-cli/config.yaml)
+
+.PP
+\fB-o\fP, \fB--output-format\fP=""
+	Output format. One of: json|yaml
+
+.PP
+\fB-v\fP, \fB--verbose\fP[=false]
+	verbose output
+
+
+.SH SEE ALSO
+\fBharbor-artifact(1)\fP, \fBharbor-artifact-labels-add(1)\fP, \fBharbor-artifact-labels-remove(1)\fP
+
+
+.SH HISTORY
+5-Feb-2025 Auto generated by spf13/cobra
diff --git a/pkg/api/artifact_handler.go b/pkg/api/artifact_handler.go
index c790d965..e8344069 100644
--- a/pkg/api/artifact_handler.go
+++ b/pkg/api/artifact_handler.go
@@ -196,3 +196,43 @@ func CreateTag(projectName, repoName, reference, tagName string) error {
 	log.Infof("Tag created successfully: %s/%s@%s:%s", projectName, repoName, reference, tagName)
 	return nil
 }
+
+func AddLabel(projectName, repoName, reference string, labelID int64) error {
+	ctx, client, err := utils.ContextWithClient()
+	if err != nil {
+		return err
+	}
+
+	_, err = client.Artifact.AddLabel(ctx, &artifact.AddLabelParams{
+		ProjectName:    projectName,
+		RepositoryName: repoName,
+		Reference:      reference,
+		Label: &models.Label{
+			ID: labelID,
+		},
+	})
+	if err != nil {
+		return err
+	}
+	log.Infof("Label added successfully: %s/%s@%s", projectName, repoName, reference)
+	return nil
+}
+
+func RemoveLabel(projectName, repoName, reference string, labelID int64) error {
+	ctx, client, err := utils.ContextWithClient()
+	if err != nil {
+		return err
+	}
+
+	_, err = client.Artifact.RemoveLabel(ctx, &artifact.RemoveLabelParams{
+		ProjectName:    projectName,
+		RepositoryName: repoName,
+		Reference:      reference,
+		LabelID:        labelID,
+	})
+	if err != nil {
+		return err
+	}
+	log.Infof("Label removed successfully: %s/%s@%s", projectName, repoName, reference)
+	return nil
+}