diff --git a/frontend/src/components/tools/automate/AutomationEntry.tsx b/frontend/src/components/tools/automate/AutomationEntry.tsx
index 8c07fb14b..59763e491 100644
--- a/frontend/src/components/tools/automate/AutomationEntry.tsx
+++ b/frontend/src/components/tools/automate/AutomationEntry.tsx
@@ -6,6 +6,7 @@ import EditIcon from '@mui/icons-material/Edit';
 import DeleteIcon from '@mui/icons-material/Delete';
 import ContentCopyIcon from '@mui/icons-material/ContentCopy';
 import { Tooltip } from '../../shared/Tooltip';
+import { ToolRegistryEntry } from '../../../data/toolsTaxonomy';
 
 interface AutomationEntryProps {
   /** Optional title for the automation (usually for custom ones) */
@@ -28,6 +29,8 @@ interface AutomationEntryProps {
   onDelete?: () => void;
   /** Copy handler (for suggested automations) */
   onCopy?: () => void;
+  /** Tool registry to resolve operation names */
+  toolRegistry?: Record<string, ToolRegistryEntry>;
 }
 
 export default function AutomationEntry({
@@ -40,7 +43,8 @@ export default function AutomationEntry({
   showMenu = false,
   onEdit,
   onDelete,
-  onCopy
+  onCopy,
+  toolRegistry
 }: AutomationEntryProps) {
   const { t } = useTranslation();
   const [isHovered, setIsHovered] = useState(false);
@@ -49,6 +53,15 @@ export default function AutomationEntry({
   // Keep item in hovered state if menu is open
   const shouldShowHovered = isHovered || isMenuOpen;
 
+  // Helper function to resolve tool display names
+  const getToolDisplayName = (operation: string): string => {
+    if (toolRegistry?.[operation]?.name) {
+      return toolRegistry[operation].name;
+    }
+    // Fallback to translation or operation key
+    return t(`${operation}.title`, operation);
+  };
+
   // Create tooltip content with description and tool chain
   const createTooltipContent = () => {
     if (!description) return null;
@@ -68,7 +81,7 @@ export default function AutomationEntry({
             whiteSpace: 'nowrap'
           }}
         >
-          {t(`${op}.title`, op)}
+          {getToolDisplayName(op)}
         </Text>
         {index < operations.length - 1 && (
           <Text component="span" size="sm" mx={4}>
@@ -122,7 +135,7 @@ export default function AutomationEntry({
             {operations.map((op, index) => (
               <React.Fragment key={`${op}-${index}`}>
                 <Text size="xs" style={{ color: 'var(--mantine-color-text)' }}>
-                  {t(`${op}.title`, op)}
+                  {getToolDisplayName(op)}
                 </Text>
 
                 {index < operations.length - 1 && (
diff --git a/frontend/src/components/tools/automate/AutomationSelection.tsx b/frontend/src/components/tools/automate/AutomationSelection.tsx
index 7583feaae..f04fc7dd0 100644
--- a/frontend/src/components/tools/automate/AutomationSelection.tsx
+++ b/frontend/src/components/tools/automate/AutomationSelection.tsx
@@ -7,6 +7,7 @@ import AutomationEntry from "./AutomationEntry";
 import { useSuggestedAutomations } from "../../../hooks/tools/automate/useSuggestedAutomations";
 import { AutomationConfig, SuggestedAutomation } from "../../../types/automation";
 import { iconMap } from './iconMap';
+import { ToolRegistryEntry } from '../../../data/toolsTaxonomy';
 
 interface AutomationSelectionProps {
   savedAutomations: AutomationConfig[];
@@ -15,6 +16,7 @@ interface AutomationSelectionProps {
   onEdit: (automation: AutomationConfig) => void;
   onDelete: (automation: AutomationConfig) => void;
   onCopyFromSuggested: (automation: SuggestedAutomation) => void;
+  toolRegistry: Record<string, ToolRegistryEntry>;
 }
 
 export default function AutomationSelection({ 
@@ -23,7 +25,8 @@ export default function AutomationSelection({
   onRun, 
   onEdit, 
   onDelete,
-  onCopyFromSuggested
+  onCopyFromSuggested,
+  toolRegistry
 }: AutomationSelectionProps) {
   const { t } = useTranslation();
   const suggestedAutomations = useSuggestedAutomations();
@@ -41,6 +44,7 @@ export default function AutomationSelection({
         operations={[]}
         onClick={onCreateNew}
         keepIconColor={true}
+        toolRegistry={toolRegistry}
       />
       {/* Saved Automations */}
       {savedAutomations.map((automation) => {
@@ -55,6 +59,7 @@ export default function AutomationSelection({
             showMenu={true}
             onEdit={() => onEdit(automation)}
             onDelete={() => onDelete(automation)}
+            toolRegistry={toolRegistry}
           />
         );
       })}
@@ -76,6 +81,7 @@ export default function AutomationSelection({
               onClick={() => onRun(automation)}
               showMenu={true}
               onCopy={() => onCopyFromSuggested(automation)}
+              toolRegistry={toolRegistry}
             />
           ))}
         </Stack>
diff --git a/frontend/src/tools/Automate.tsx b/frontend/src/tools/Automate.tsx
index f6758b450..53040ffb0 100644
--- a/frontend/src/tools/Automate.tsx
+++ b/frontend/src/tools/Automate.tsx
@@ -88,6 +88,7 @@ const Automate = ({ onPreviewFile, onComplete, onError }: BaseToolProps) => {
                 onError?.(`Failed to copy automation: ${suggestedAutomation.name}`);
               }
             }}
+            toolRegistry={toolRegistry}
           />
         );