diff --git a/components/central-logger/org.wso2.carbon.identity.central.log.mgt/src/main/java/org/wso2/carbon/identity/central/log/mgt/utils/LoggerUtils.java b/components/central-logger/org.wso2.carbon.identity.central.log.mgt/src/main/java/org/wso2/carbon/identity/central/log/mgt/utils/LoggerUtils.java
index 0d4ed6a6af8b..5d20993137ab 100644
--- a/components/central-logger/org.wso2.carbon.identity.central.log.mgt/src/main/java/org/wso2/carbon/identity/central/log/mgt/utils/LoggerUtils.java
+++ b/components/central-logger/org.wso2.carbon.identity.central.log.mgt/src/main/java/org/wso2/carbon/identity/central/log/mgt/utils/LoggerUtils.java
@@ -1,5 +1,5 @@
 /*
- * Copyright (c) 2021, WSO2 LLC. (https://www.wso2.com).
+ * Copyright (c) 2021-2024, WSO2 LLC. (https://www.wso2.com).
  *
  * WSO2 LLC. licenses this file to you under the Apache License,
  * Version 2.0 (the "License"); you may not use this file except
@@ -168,6 +168,11 @@ public static void triggerDiagnosticLogEvent(DiagnosticLog.DiagnosticLogBuilder
         try {
             Map<String, Object> diagnosticLogProperties = new HashMap<>();
             DiagnosticLog diagnosticLog = diagnosticLogBuilder.build();
+            /* As the console application is used to manage the identity server, the diagnostic logs are not required
+            to be emitted. */
+            if ("CONSOLE".equals(diagnosticLog.getInput().get("client_id"))) {
+                return;
+            }
             IdentityEventService eventMgtService =
                     CentralLogMgtServiceComponentHolder.getInstance().getIdentityEventService();
             diagnosticLogProperties.put(CarbonConstants.LogEventConstants.DIAGNOSTIC_LOG, diagnosticLog);