diff --git a/clients/cli/src/main/java/org/apache/gravitino/cli/commands/ListAllTags.java b/clients/cli/src/main/java/org/apache/gravitino/cli/commands/ListAllTags.java
index fa6c74c7afa..cded12808d9 100644
--- a/clients/cli/src/main/java/org/apache/gravitino/cli/commands/ListAllTags.java
+++ b/clients/cli/src/main/java/org/apache/gravitino/cli/commands/ListAllTags.java
@@ -53,7 +53,7 @@ public void handle() {
       exitWithError(exp.getMessage());
     }
 
-    String all = String.join(",", tags);
+    String all = tags.length == 0 ? "No tags exist." : String.join(",", tags);
 
     System.out.println(all.toString());
   }
diff --git a/clients/cli/src/main/java/org/apache/gravitino/cli/commands/ListCatalogs.java b/clients/cli/src/main/java/org/apache/gravitino/cli/commands/ListCatalogs.java
index e6aaf811ec9..eb9c960b14e 100644
--- a/clients/cli/src/main/java/org/apache/gravitino/cli/commands/ListCatalogs.java
+++ b/clients/cli/src/main/java/org/apache/gravitino/cli/commands/ListCatalogs.java
@@ -49,7 +49,11 @@ public void handle() {
     try {
       GravitinoClient client = buildClient(metalake);
       catalogs = client.listCatalogsInfo();
-      output(catalogs);
+      if (catalogs.length == 0) {
+        System.out.println("No catalogs exist.");
+      } else {
+        output(catalogs);
+      }
     } catch (NoSuchMetalakeException err) {
       exitWithError(ErrorMessages.UNKNOWN_METALAKE);
     } catch (Exception exp) {
diff --git a/clients/cli/src/main/java/org/apache/gravitino/cli/commands/ListFilesets.java b/clients/cli/src/main/java/org/apache/gravitino/cli/commands/ListFilesets.java
index 34839f683c5..d00ba3e6ba5 100644
--- a/clients/cli/src/main/java/org/apache/gravitino/cli/commands/ListFilesets.java
+++ b/clients/cli/src/main/java/org/apache/gravitino/cli/commands/ListFilesets.java
@@ -71,7 +71,7 @@ public void handle() {
       exitWithError(exp.getMessage());
     }
 
-    String all = Joiner.on(",").join(filesets);
+    String all = filesets.length == 0 ? "No filesets exist." : Joiner.on(",").join(filesets);
 
     System.out.println(all.toString());
   }
diff --git a/clients/cli/src/main/java/org/apache/gravitino/cli/commands/ListGroups.java b/clients/cli/src/main/java/org/apache/gravitino/cli/commands/ListGroups.java
index fd9009a755a..a517b4daed8 100644
--- a/clients/cli/src/main/java/org/apache/gravitino/cli/commands/ListGroups.java
+++ b/clients/cli/src/main/java/org/apache/gravitino/cli/commands/ListGroups.java
@@ -53,7 +53,7 @@ public void handle() {
       exitWithError(exp.getMessage());
     }
 
-    String all = String.join(",", groups);
+    String all = groups.length == 0 ? "No groups exist." : String.join(",", groups);
 
     System.out.println(all.toString());
   }
diff --git a/clients/cli/src/main/java/org/apache/gravitino/cli/commands/ListMetalakes.java b/clients/cli/src/main/java/org/apache/gravitino/cli/commands/ListMetalakes.java
index ee5ac81d646..b2388e5cd3d 100644
--- a/clients/cli/src/main/java/org/apache/gravitino/cli/commands/ListMetalakes.java
+++ b/clients/cli/src/main/java/org/apache/gravitino/cli/commands/ListMetalakes.java
@@ -43,7 +43,11 @@ public void handle() {
     try {
       GravitinoAdminClient client = buildAdminClient();
       metalakes = client.listMetalakes();
-      output(metalakes);
+      if (metalakes.length == 0) {
+        System.out.println("No metalakes exist.");
+      } else {
+        output(metalakes);
+      }
     } catch (Exception exp) {
       exitWithError(exp.getMessage());
     }
diff --git a/clients/cli/src/main/java/org/apache/gravitino/cli/commands/ListRoles.java b/clients/cli/src/main/java/org/apache/gravitino/cli/commands/ListRoles.java
index a7bb1cd20f7..2ecb35bd093 100644
--- a/clients/cli/src/main/java/org/apache/gravitino/cli/commands/ListRoles.java
+++ b/clients/cli/src/main/java/org/apache/gravitino/cli/commands/ListRoles.java
@@ -53,7 +53,7 @@ public void handle() {
       exitWithError(exp.getMessage());
     }
 
-    String all = String.join(",", roles);
+    String all = roles.length == 0 ? "No roles exist." : String.join(",", roles);
 
     System.out.println(all.toString());
   }
diff --git a/clients/cli/src/main/java/org/apache/gravitino/cli/commands/ListSchema.java b/clients/cli/src/main/java/org/apache/gravitino/cli/commands/ListSchema.java
index cf5fe487cc8..110a6477a62 100644
--- a/clients/cli/src/main/java/org/apache/gravitino/cli/commands/ListSchema.java
+++ b/clients/cli/src/main/java/org/apache/gravitino/cli/commands/ListSchema.java
@@ -60,7 +60,7 @@ public void handle() {
       exitWithError(exp.getMessage());
     }
 
-    String all = Joiner.on(",").join(schemas);
+    String all = schemas.length == 0 ? "No schemas exist." : Joiner.on(",").join(schemas);
 
     System.out.println(all.toString());
   }
diff --git a/clients/cli/src/main/java/org/apache/gravitino/cli/commands/ListTables.java b/clients/cli/src/main/java/org/apache/gravitino/cli/commands/ListTables.java
index e6afb9b51c0..41a71e87c00 100644
--- a/clients/cli/src/main/java/org/apache/gravitino/cli/commands/ListTables.java
+++ b/clients/cli/src/main/java/org/apache/gravitino/cli/commands/ListTables.java
@@ -61,7 +61,10 @@ public void handle() {
       tableNames.add(tables[i].name());
     }
 
-    String all = Joiner.on(System.lineSeparator()).join(tableNames);
+    String all =
+        tableNames.isEmpty()
+            ? "No tables exist."
+            : Joiner.on(System.lineSeparator()).join(tableNames);
 
     System.out.println(all.toString());
   }
diff --git a/clients/cli/src/main/java/org/apache/gravitino/cli/commands/ListTopics.java b/clients/cli/src/main/java/org/apache/gravitino/cli/commands/ListTopics.java
index af4cc217713..a2da6a69ad7 100644
--- a/clients/cli/src/main/java/org/apache/gravitino/cli/commands/ListTopics.java
+++ b/clients/cli/src/main/java/org/apache/gravitino/cli/commands/ListTopics.java
@@ -66,7 +66,10 @@ public void handle() {
       exitWithError(exp.getMessage());
     }
 
-    String all = Joiner.on(",").join(Arrays.stream(topics).map(topic -> topic.name()).iterator());
+    String all =
+        topics.length == 0
+            ? "No topics exist."
+            : Joiner.on(",").join(Arrays.stream(topics).map(topic -> topic.name()).iterator());
     System.out.println(all);
   }
 }