diff --git a/cmd/backup-manager/app/import/restore.go b/cmd/backup-manager/app/import/restore.go
index dfcee888c4..22c00511f5 100644
--- a/cmd/backup-manager/app/import/restore.go
+++ b/cmd/backup-manager/app/import/restore.go
@@ -58,14 +58,17 @@ func (ro *Options) loadTidbClusterData(restorePath string) error {
 		return fmt.Errorf("dir %s does not exist or is not a dir", restorePath)
 	}
 	args := []string{
-		fmt.Sprintf("-d=%s", restorePath),
-		fmt.Sprintf("-h=%s", ro.Host),
-		fmt.Sprintf("-P=%d", ro.Port),
-		fmt.Sprintf("-u=%s", ro.User),
-		fmt.Sprintf("-p=%s", ro.Password),
+		"--status-addr=0.0.0.0:8289",
+		"--backend=tidb",
+		"--server-mode=false",
+		"–-log-file=",
+		fmt.Sprintf("--tidb-user=%s", ro.User),
+		fmt.Sprintf("--tidb-password=%s", ro.Password),
+		fmt.Sprintf("--tidb-host=%s", ro.Host),
+		fmt.Sprintf("--d=%s", restorePath),
 	}
 
-	output, err := exec.Command("/loader", args...).CombinedOutput()
+	output, err := exec.Command("/tidb-lightning", args...).CombinedOutput()
 	if err != nil {
 		return fmt.Errorf("cluster %s, execute loader command %v failed, output: %s, err: %v", ro, args, string(output), err)
 	}
diff --git a/images/tidb-backup-manager/Dockerfile b/images/tidb-backup-manager/Dockerfile
index 17fdc3e216..f69b0e6573 100644
--- a/images/tidb-backup-manager/Dockerfile
+++ b/images/tidb-backup-manager/Dockerfile
@@ -1,6 +1,7 @@
 FROM pingcap/tidb-enterprise-tools:latest
 ARG VERSION=v1.51.0
 ARG SHUSH_VERSION=v1.4.0
+ARG TOOLKIT_VERSION=v3.0.12
 RUN apk update && apk add ca-certificates
 
 RUN wget -nv https://github.com/ncw/rclone/releases/download/${VERSION}/rclone-${VERSION}-linux-amd64.zip \
@@ -19,7 +20,17 @@ RUN wget -nv https://github.com/realestate-com-au/shush/releases/download/${SHUS
   && mv shush_linux_amd64 /usr/local/bin/shush \
   && chmod 755 /usr/local/bin/shush
 
+RUN \
+  wget -nv https://download.pingcap.org/tidb-toolkit-${TOOLKIT_VERSION}-linux-amd64.tar.gz \
+  && tar -xzf tidb-toolkit-${TOOLKIT_VERSION}-linux-amd64.tar.gz \
+  && mv tidb-toolkit-${TOOLKIT_VERSION}-linux-amd64/bin/tidb-lightning /tidb-lightning \
+  && mv tidb-toolkit-${TOOLKIT_VERSION}-linux-amd64/bin/tidb-lightning-ctl /tidb-lightning-ctl \
+  && chmod 755 /tidb-lightning /tidb-lightning-ctl \
+  && rm -rf tidb-toolkit-${TOOLKIT_VERSION}-linux-amd64.tar.gz \
+  && rm -rf tidb-toolkit-${TOOLKIT_VERSION}-linux-amd64
+
 COPY bin/tidb-backup-manager /tidb-backup-manager
 COPY entrypoint.sh /entrypoint.sh
 
+
 ENTRYPOINT ["/entrypoint.sh"]