diff --git a/app/client/src/ce/components/editorComponents/Debugger/ErrorLogs/getLogIconForEntity.tsx b/app/client/src/ce/components/editorComponents/Debugger/ErrorLogs/getLogIconForEntity.tsx
index 0e02f7ae03..fafb6abbb0 100644
--- a/app/client/src/ce/components/editorComponents/Debugger/ErrorLogs/getLogIconForEntity.tsx
+++ b/app/client/src/ce/components/editorComponents/Debugger/ErrorLogs/getLogIconForEntity.tsx
@@ -1,5 +1,4 @@
 import React from "react";
-import type { Plugin } from "api/PluginApi";
 import type { LogItemProps } from "components/editorComponents/Debugger/ErrorLogs/ErrorLogItem";
 import { PluginType } from "entities/Action";
 import WidgetIcon from "pages/Editor/Explorer/Widgets/WidgetIcon";
@@ -13,7 +12,7 @@ import { ENTITY_TYPE } from "entities/DataTree/dataTreeFactory";
 
 export const getIconForEntity: Record<
   string,
-  (props: LogItemProps, pluginGroups: Record<string, Plugin>) => any
+  (props: LogItemProps, pluginImages: Record<string, string>) => any
 > = {
   [ENTITY_TYPE.WIDGET]: (props) => {
     if (props.source?.pluginType) {
@@ -25,19 +24,16 @@ export const getIconForEntity: Record<
   [ENTITY_TYPE.JSACTION]: () => {
     return JsFileIconV2(16, 16, true, true);
   },
-  [ENTITY_TYPE.ACTION]: (props, pluginGroups) => {
+  [ENTITY_TYPE.ACTION]: (props, pluginImages) => {
     const { iconId, source } = props;
     if (source?.pluginType === PluginType.API && source.httpMethod) {
       // If the source is an API action.
       return ApiMethodIcon(source.httpMethod, "16px", "32px", 50);
-    } else if (iconId && pluginGroups[iconId]) {
+    } else if (iconId && pluginImages[iconId]) {
       // If the source is a Datasource action.
       return (
         <EntityIcon height={"16px"} noBackground noBorder width={"16px"}>
-          <img
-            alt="entityIcon"
-            src={getAssetUrl(pluginGroups[iconId].iconLocation)}
-          />
+          <img alt="entityIcon" src={getAssetUrl(pluginImages[iconId])} />
         </EntityIcon>
       );
     }
diff --git a/app/client/src/components/editorComponents/ActionCreator/helpers.tsx b/app/client/src/components/editorComponents/ActionCreator/helpers.tsx
index 6b96ebc666..38b9cb3a2b 100644
--- a/app/client/src/components/editorComponents/ActionCreator/helpers.tsx
+++ b/app/client/src/components/editorComponents/ActionCreator/helpers.tsx
@@ -20,7 +20,6 @@ import type { JSAction, Variable } from "entities/JSCollection";
 import keyBy from "lodash/keyBy";
 import { getActionConfig } from "pages/Editor/Explorer/Actions/helpers";
 import { JsFileIconV2 } from "pages/Editor/Explorer/ExplorerIcons";
-import { useMemo } from "react";
 import { useDispatch, useSelector } from "react-redux";
 import type {
   ActionData,
@@ -69,9 +68,10 @@ import { setShowCreateNewModal } from "actions/propertyPaneActions";
 import { setIdeEditorViewMode } from "actions/ideActions";
 import { EditorViewMode } from "@appsmith/entities/IDE/constants";
 import { getIsSideBySideEnabled } from "selectors/ideSelectors";
-import { resolveIcon } from "pages/Editor/utils";
+import { getModuleIcon, getPluginImagesFromPlugins } from "pages/Editor/utils";
 import { getAllModules } from "@appsmith/selectors/modulesSelector";
 import type { Module } from "@appsmith/constants/ModuleConstants";
+import type { Plugin } from "api/PluginApi";
 
 const actionList: {
   label: string;
@@ -396,7 +396,7 @@ export function useModalDropdownList(handleClose: () => void) {
 
 export function getApiQueriesAndJSActionOptionsWithChildren(
   pageId: string,
-  plugins: any,
+  plugins: Plugin[],
   actions: ActionDataState,
   jsActions: Array<JSCollectionData>,
   dispatch: any,
@@ -422,7 +422,7 @@ export function getApiQueriesAndJSActionOptionsWithChildren(
 }
 
 function getApiAndQueryOptions(
-  plugins: any,
+  plugins: Plugin[],
   actions: ActionDataState,
   dispatch: any,
   handleClose: () => void,
@@ -431,6 +431,8 @@ function getApiAndQueryOptions(
 ) {
   const state = store.getState();
   const isSideBySideEnabled = getIsSideBySideEnabled(state);
+  const pluginImages = getPluginImagesFromPlugins(plugins);
+  const pluginGroups: any = keyBy(plugins, "id");
 
   const createQueryObject: TreeDropdownOption = {
     label: "New query",
@@ -474,7 +476,7 @@ function getApiAndQueryOptions(
         type: queryOptions.value,
         icon: getActionConfig(api.config.pluginType)?.getIcon(
           api.config,
-          plugins[(api as any).config.datasource.pluginId],
+          pluginGroups[(api as any).config.datasource.pluginId],
           api.config.pluginType === PluginType.API,
         ),
       } as TreeDropdownOption);
@@ -488,7 +490,7 @@ function getApiAndQueryOptions(
         type: queryOptions.value,
         icon: getActionConfig(query.config.pluginType)?.getIcon(
           query.config,
-          plugins[(query as any).config.datasource.pluginId],
+          pluginGroups[(query as any).config.datasource.pluginId],
         ),
       } as TreeDropdownOption);
     });
@@ -499,11 +501,7 @@ function getApiAndQueryOptions(
         id: instance.config.id,
         value: instance.config.name,
         type: queryOptions.value,
-        icon: resolveIcon({
-          iconLocation: plugins[module.pluginId]?.iconLocation || "",
-          pluginType: module.pluginType,
-          moduleType: module.type,
-        }),
+        icon: getModuleIcon(module, pluginImages),
       } as TreeDropdownOption);
     });
   }
@@ -629,7 +627,6 @@ export function useApisQueriesAndJsActionOptions(handleClose: () => void) {
   const plugins = useSelector((state: AppState) => {
     return state.entities.plugins.list;
   });
-  const pluginGroups: any = useMemo(() => keyBy(plugins, "id"), [plugins]);
   const actions = useSelector(getCurrentActions);
   const jsActions = useSelector(getCurrentJSCollections);
   const queryModuleInstances = useSelector(
@@ -641,7 +638,7 @@ export function useApisQueriesAndJsActionOptions(handleClose: () => void) {
   // this function gets all the Queries/API's/JS Objects and attaches it to actionList
   return getApiQueriesAndJSActionOptionsWithChildren(
     pageId,
-    pluginGroups,
+    plugins,
     actions,
     jsActions,
     dispatch,
diff --git a/app/client/src/components/editorComponents/Debugger/ErrorLogs/components/LogEntityLink.tsx b/app/client/src/components/editorComponents/Debugger/ErrorLogs/components/LogEntityLink.tsx
index 2415a8f297..9e074a36e7 100644
--- a/app/client/src/components/editorComponents/Debugger/ErrorLogs/components/LogEntityLink.tsx
+++ b/app/client/src/components/editorComponents/Debugger/ErrorLogs/components/LogEntityLink.tsx
@@ -8,7 +8,7 @@ import { getPlugins } from "@appsmith/selectors/entitiesSelector";
 import EntityLink from "../../EntityLink";
 import { DebuggerLinkUI } from "components/editorComponents/Debugger/DebuggerEntityLink";
 import { getIconForEntity } from "@appsmith/components/editorComponents/Debugger/ErrorLogs/getLogIconForEntity";
-import type { Plugin } from "api/PluginApi";
+import { getPluginImagesFromPlugins } from "pages/Editor/utils";
 
 const EntityLinkWrapper = styled.div`
   display: flex;
@@ -30,11 +30,11 @@ const IconWrapper = styled.span`
 `;
 
 // This function is used to fetch the icon component for the entity link.
-const getIcon = (props: LogItemProps, pluginGroups: Record<string, Plugin>) => {
+const getIcon = (props: LogItemProps, pluginImages: Record<string, string>) => {
   const entityType = props.source?.type;
   let icon = null;
   if (entityType) {
-    icon = getIconForEntity[entityType](props, pluginGroups);
+    icon = getIconForEntity[entityType](props, pluginImages);
   }
   return icon || <img alt="icon" src={undefined} />;
 };
@@ -43,6 +43,7 @@ const getIcon = (props: LogItemProps, pluginGroups: Record<string, Plugin>) => {
 export default function LogEntityLink(props: LogItemProps) {
   const plugins = useSelector(getPlugins);
   const pluginGroups = useMemo(() => keyBy(plugins, "id"), [plugins]);
+  const pluginImages = getPluginImagesFromPlugins(plugins);
 
   const plugin = props.iconId ? pluginGroups[props.iconId] : undefined;
   return (
@@ -55,7 +56,7 @@ export default function LogEntityLink(props: LogItemProps) {
             lineHeight: "14px",
           }}
         >
-          <IconWrapper>{getIcon(props, pluginGroups)}</IconWrapper>
+          <IconWrapper>{getIcon(props, pluginImages)}</IconWrapper>
           <EntityLink
             appsmithErrorCode={props.pluginErrorDetails?.appsmithErrorCode}
             errorSubType={props.messages && props.messages[0].message.name}
diff --git a/app/client/src/components/editorComponents/WidgetQueryGeneratorForm/CommonControls/DatasourceDropdown/useSource/useConnectToOptions.tsx b/app/client/src/components/editorComponents/WidgetQueryGeneratorForm/CommonControls/DatasourceDropdown/useSource/useConnectToOptions.tsx
index ceb84035ed..9844049330 100644
--- a/app/client/src/components/editorComponents/WidgetQueryGeneratorForm/CommonControls/DatasourceDropdown/useSource/useConnectToOptions.tsx
+++ b/app/client/src/components/editorComponents/WidgetQueryGeneratorForm/CommonControls/DatasourceDropdown/useSource/useConnectToOptions.tsx
@@ -27,9 +27,7 @@ import { FEATURE_FLAG } from "@appsmith/entities/FeatureFlag";
 import type { AppState } from "@appsmith/reducers";
 import type { Module } from "@appsmith/constants/ModuleConstants";
 import { getAllModules } from "@appsmith/selectors/modulesSelector";
-import { resolveIcon } from "pages/Editor/utils";
-import { Icon } from "design-system";
-import { EntityIcon } from "pages/Editor/Explorer/ExplorerIcons";
+import { getModuleIcon } from "pages/Editor/utils";
 
 enum SortingWeights {
   alphabetical = 1,
@@ -105,19 +103,8 @@ export const getQueryIcon = (
   if (query.config.hasOwnProperty("type")) {
     const q = query as ModuleInstanceData;
     const module = modules[q.config.sourceModuleId];
-    const icon = resolveIcon({
-      iconLocation: pluginImages[module.pluginId] || "",
-      pluginType: module.pluginType,
-      moduleType: module.type,
-    });
 
-    return (
-      icon || (
-        <EntityIcon>
-          <Icon name="module" />
-        </EntityIcon>
-      )
-    );
+    return getModuleIcon(module, pluginImages);
   } else {
     const action = query as ActionData;
     return (
diff --git a/app/client/src/components/propertyControls/ActionSelectorControl.tsx b/app/client/src/components/propertyControls/ActionSelectorControl.tsx
index ef4a73e6ac..53efb66192 100644
--- a/app/client/src/components/propertyControls/ActionSelectorControl.tsx
+++ b/app/client/src/components/propertyControls/ActionSelectorControl.tsx
@@ -22,7 +22,6 @@ import {
   getPlugins,
 } from "@appsmith/selectors/entitiesSelector";
 import store from "store";
-import keyBy from "lodash/keyBy";
 import { getCurrentPageId } from "selectors/editorSelectors";
 import { getApiQueriesAndJSActionOptionsWithChildren } from "components/editorComponents/ActionCreator/helpers";
 import { selectEvaluationVersion } from "@appsmith/selectors/applicationSelectors";
@@ -152,12 +151,11 @@ class ActionSelectorControl extends BaseControl<ControlProps> {
 
     const pageId = getCurrentPageId(state);
     const plugins = getPlugins(state);
-    const pluginGroups: any = keyBy(plugins, "id");
 
     // this function gets all the Queries/API's/JS Objects and attaches it to actionList
     const fieldOptions = getApiQueriesAndJSActionOptionsWithChildren(
       pageId,
-      pluginGroups,
+      plugins,
       actions,
       jsCollections,
       () => {
diff --git a/app/client/src/pages/Editor/APIEditor/index.tsx b/app/client/src/pages/Editor/APIEditor/index.tsx
index 90d7a519a3..7f1f5b7da2 100644
--- a/app/client/src/pages/Editor/APIEditor/index.tsx
+++ b/app/client/src/pages/Editor/APIEditor/index.tsx
@@ -40,6 +40,7 @@ import ConvertEntityNotification from "@appsmith/pages/common/ConvertEntityNotif
 import { useIsEditorPaneSegmentsEnabled } from "../IDE/hooks";
 import { Icon } from "design-system";
 import { resolveIcon } from "../utils";
+import { ENTITY_ICON_SIZE, EntityIcon } from "../Explorer/ExplorerIcons";
 
 type ApiEditorWrapperProps = RouteComponentProps<APIEditorRouteParams>;
 
@@ -72,7 +73,14 @@ function ApiEditorWrapper(props: ApiEditorWrapperProps) {
     iconLocation: pluginGroups[pluginId]?.iconLocation || "",
     pluginType: action?.pluginType || "",
     moduleType: action?.actionConfiguration?.body?.moduleType,
-  }) || <Icon name="module" />;
+  }) || (
+    <EntityIcon
+      height={`${ENTITY_ICON_SIZE}px`}
+      width={`${ENTITY_ICON_SIZE}px`}
+    >
+      <Icon name="module" />
+    </EntityIcon>
+  );
 
   const isChangePermitted = getHasManageActionPermission(
     isFeatureEnabled,
diff --git a/app/client/src/pages/Editor/Explorer/ExplorerIcons.tsx b/app/client/src/pages/Editor/Explorer/ExplorerIcons.tsx
index e1c760a333..7fd10420ba 100644
--- a/app/client/src/pages/Editor/Explorer/ExplorerIcons.tsx
+++ b/app/client/src/pages/Editor/Explorer/ExplorerIcons.tsx
@@ -337,3 +337,11 @@ export function AppsmithAIIcon() {
 export function ActionUrlIcon(url: string) {
   return <img src={url} />;
 }
+
+export function DefaultModuleIcon() {
+  return (
+    <EntityIcon>
+      <Icon name="module" size="sm" />
+    </EntityIcon>
+  );
+}
diff --git a/app/client/src/pages/Editor/QueryEditor/index.tsx b/app/client/src/pages/Editor/QueryEditor/index.tsx
index e7c90460a7..5ca74efe6d 100644
--- a/app/client/src/pages/Editor/QueryEditor/index.tsx
+++ b/app/client/src/pages/Editor/QueryEditor/index.tsx
@@ -41,6 +41,7 @@ import { PluginType } from "entities/Action";
 import { useIsEditorPaneSegmentsEnabled } from "../IDE/hooks";
 import { Icon } from "design-system";
 import { resolveIcon } from "../utils";
+import { ENTITY_ICON_SIZE, EntityIcon } from "../Explorer/ExplorerIcons";
 
 type QueryEditorProps = RouteComponentProps<QueryEditorRouteParams>;
 
@@ -66,7 +67,14 @@ function QueryEditor(props: QueryEditorProps) {
     iconLocation: pluginImages[pluginId] || "",
     pluginType: action?.pluginType || "",
     moduleType: action?.actionConfiguration?.body?.moduleType,
-  }) || <Icon name="module" />;
+  }) || (
+    <EntityIcon
+      height={`${ENTITY_ICON_SIZE}px`}
+      width={`${ENTITY_ICON_SIZE}px`}
+    >
+      <Icon name="module" />
+    </EntityIcon>
+  );
 
   const isDeletePermitted = getHasDeleteActionPermission(
     isFeatureEnabled,
diff --git a/app/client/src/pages/Editor/utils.tsx b/app/client/src/pages/Editor/utils.tsx
index 03597d3b22..fab1158cc4 100644
--- a/app/client/src/pages/Editor/utils.tsx
+++ b/app/client/src/pages/Editor/utils.tsx
@@ -20,6 +20,7 @@ import { useSelector } from "react-redux";
 import { getCurrentPageId } from "selectors/editorSelectors";
 import type { WidgetCardProps } from "widgets/BaseWidget";
 import type { ActionResponse } from "api/ActionAPI";
+import type { Module } from "@appsmith/constants/ModuleConstants";
 import { MODULE_TYPE } from "@appsmith/constants/ModuleConstants";
 import {
   ENTITY_ICON_SIZE,
@@ -29,6 +30,9 @@ import {
 } from "pages/Editor/Explorer/ExplorerIcons";
 import { PluginType } from "entities/Action";
 import { getAssetUrl } from "@appsmith/utils/airgapHelpers";
+import type { Plugin } from "api/PluginApi";
+import ImageAlt from "assets/images/placeholder-image.svg";
+import { Icon } from "design-system";
 
 export const draggableElement = (
   id: string,
@@ -381,3 +385,33 @@ export function resolveIcon({
     return resolveQueryModuleIcon(iconLocation, pluginType, isLargeIcon);
   }
 }
+
+export function getModuleIcon(
+  module: Module | undefined,
+  pluginImages: Record<string, string>,
+  isLargeIcon = false,
+) {
+  return module ? (
+    resolveIcon({
+      iconLocation: pluginImages[module.pluginId] || "",
+      pluginType: module.pluginType,
+      moduleType: module.type,
+      isLargeIcon,
+    })
+  ) : (
+    <EntityIcon
+      height={`${isLargeIcon ? ENTITY_ICON_SIZE * 2 : ENTITY_ICON_SIZE}px`}
+      width={`${isLargeIcon ? ENTITY_ICON_SIZE * 2 : ENTITY_ICON_SIZE}px`}
+    >
+      <Icon name="module" />
+    </EntityIcon>
+  );
+}
+
+export function getPluginImagesFromPlugins(plugins: Plugin[]) {
+  const pluginImages: Record<string, string> = {};
+  plugins.forEach((plugin) => {
+    pluginImages[plugin.id] = plugin?.iconLocation ?? ImageAlt;
+  });
+  return pluginImages;
+}