diff --git a/packages/@n8n/ai-workflow-builder.ee/src/tools/get-node-examples.tool.ts b/packages/@n8n/ai-workflow-builder.ee/src/tools/get-node-examples.tool.ts
index ffca06d479f..6ea57335151 100644
--- a/packages/@n8n/ai-workflow-builder.ee/src/tools/get-node-examples.tool.ts
+++ b/packages/@n8n/ai-workflow-builder.ee/src/tools/get-node-examples.tool.ts
@@ -92,47 +92,15 @@ interface WorkflowRetrievalResult {
 	newTemplates: WorkflowMetadata[];
 }
 
-/** Options for getWorkflowsForNodeType */
-interface GetWorkflowsOptions {
-	nodeType: string;
-	logger?: Logger;
-	onProgress?: (message: string) => void;
-	/** Local cache of templates accumulated during batch processing */
-	localCache?: WorkflowMetadata[];
-}
-
 /**
  * Single retrieval function for getting workflows containing a specific node type.
- * Checks local cache first, then state cache, then fetches from API if needed.
+ * Checks state cache first, then fetches from API if needed.
  */
-async function getWorkflowsForNodeType({
-	nodeType,
-	logger,
-	onProgress,
-	localCache = [],
-}: GetWorkflowsOptions): Promise<WorkflowRetrievalResult> {
-	// First check local cache (templates fetched earlier in the same batch)
-	const relevantFromLocal = localCache.filter((wf) =>
-		wf.workflow.nodes.some((n) => n.type === nodeType),
-	);
-
-	if (relevantFromLocal.length > 0) {
-		const nodeConfigs = getNodeConfigurationsFromTemplates(relevantFromLocal, nodeType);
-
-		logger?.debug('Found node configurations in local batch cache', {
-			nodeType,
-			configCount: nodeConfigs.length,
-			workflowCount: relevantFromLocal.length,
-		});
-
-		return {
-			workflows: relevantFromLocal,
-			nodeConfigs,
-			newTemplates: [], // Already in local cache, not "new"
-		};
-	}
-
-	// Then check state cache (templates from previous tool calls)
+async function getWorkflowsForNodeType(
+	nodeType: string,
+	logger?: Logger,
+): Promise<WorkflowRetrievalResult> {
+	// Check state cache (templates from previous tool calls)
 	let stateCachedTemplates: WorkflowMetadata[] = [];
 	try {
 		const state = getWorkflowState();
@@ -162,8 +130,6 @@ async function getWorkflowsForNodeType({
 	}
 
 	// No cached data, fetch from templates API
-	onProgress?.(`Fetching examples for ${nodeType}...`);
-
 	try {
 		const result = await fetchWorkflowsFromTemplates(
 			{ nodes: nodeType, rows: 5 },
@@ -277,33 +243,28 @@ export function createGetNodeExamplesTool({ exampleType, logger }: CreateNodeExa
 
 				reporter.start(validatedInput);
 
-				// Process all nodes and collect results
-				// Use localCache to accumulate templates during batch processing
-				// so subsequent nodes can benefit from earlier fetches
-				const allMessages: string[] = [];
+				// Fetch all node examples in parallel
+				reportProgress(reporter, `Fetching examples for ${nodes.length} node(s)...`);
+
+				const results = await Promise.all(
+					nodes.map(async ({ nodeType }) => await getWorkflowsForNodeType(nodeType, logger)),
+				);
+
+				// Process results and format messages
 				const allNewTemplates: WorkflowMetadata[] = [];
 				let totalFound = 0;
 
-				for (const { nodeType, nodeVersion } of nodes) {
-					const result = await getWorkflowsForNodeType({
-						nodeType,
-						logger,
-						onProgress: (msg: string) => reportProgress(reporter, msg),
-						localCache: allNewTemplates, // Pass accumulated templates
-					});
+				const allMessages = nodes.map(({ nodeType, nodeVersion }, i) => {
+					const result = results[i];
 
-					// Format based on example type
-					const message =
-						exampleType === 'configuration'
-							? formatNodeConfigurationExamples(nodeType, result.nodeConfigs, nodeVersion)
-							: formatConnectionExamples(nodeType, result.workflows);
-
-					allMessages.push(message);
-					// Add new templates to local cache for subsequent iterations
 					allNewTemplates.push(...result.newTemplates);
 					totalFound +=
 						exampleType === 'configuration' ? result.nodeConfigs.length : result.workflows.length;
-				}
+
+					return exampleType === 'configuration'
+						? formatNodeConfigurationExamples(nodeType, result.nodeConfigs, nodeVersion)
+						: formatConnectionExamples(nodeType, result.workflows);
+				});
 
 				const combinedMessage = allMessages.join('\n\n---\n\n');
 				const nodeTypes = nodes.map((n) => n.nodeType);
diff --git a/packages/@n8n/ai-workflow-builder.ee/src/tools/test/get-node-examples.tool.test.ts b/packages/@n8n/ai-workflow-builder.ee/src/tools/test/get-node-examples.tool.test.ts
index 5a760c76234..f2e5ed367d9 100644
--- a/packages/@n8n/ai-workflow-builder.ee/src/tools/test/get-node-examples.tool.test.ts
+++ b/packages/@n8n/ai-workflow-builder.ee/src/tools/test/get-node-examples.tool.test.ts
@@ -285,32 +285,39 @@ describe('GetNodeExamplesTool', () => {
 		});
 	});
 
-	describe('batch processing with local cache', () => {
-		it('should use templates from earlier fetches for subsequent nodes in same batch', async () => {
+	describe('parallel batch processing', () => {
+		it('should fetch multiple nodes in parallel and combine results', async () => {
 			const configTool = createGetNodeConfigurationExamplesTool().tool;
 			const mockConfig = createToolConfig('get_node_configuration_examples', 'test-batch');
 
-			// First fetch returns a workflow containing BOTH httpRequest AND code nodes
-			mockFetchWorkflowsFromTemplates.mockResolvedValueOnce(
-				createMockFetchResult([
-					createMockWorkflow('Multi-Node Workflow', [
-						createNode({
-							id: 'http-1',
-							name: 'HTTP Request',
-							type: 'n8n-nodes-base.httpRequest',
-							typeVersion: 1,
-							parameters: { url: 'https://api.example.com' },
-						}),
-						createNode({
-							id: 'code-1',
-							name: 'Transform',
-							type: 'n8n-nodes-base.code',
-							typeVersion: 1,
-							parameters: { jsCode: 'return items.map(i => i);' },
-						}),
+			// Set up separate responses for each node type (fetched in parallel)
+			mockFetchWorkflowsFromTemplates
+				.mockResolvedValueOnce(
+					createMockFetchResult([
+						createMockWorkflow('HTTP Workflow', [
+							createNode({
+								id: 'http-1',
+								name: 'HTTP Request',
+								type: 'n8n-nodes-base.httpRequest',
+								typeVersion: 1,
+								parameters: { url: 'https://api.example.com' },
+							}),
+						]),
 					]),
-				]),
-			);
+				)
+				.mockResolvedValueOnce(
+					createMockFetchResult([
+						createMockWorkflow('Code Workflow', [
+							createNode({
+								id: 'code-1',
+								name: 'Transform',
+								type: 'n8n-nodes-base.code',
+								typeVersion: 1,
+								parameters: { jsCode: 'return items.map(i => i);' },
+							}),
+						]),
+					]),
+				);
 
 			// Request examples for both nodes in one call
 			const result = await configTool.invoke(
@@ -330,8 +337,8 @@ describe('GetNodeExamplesTool', () => {
 			expect(message).toContain('code');
 			expect(message).toContain('return items.map');
 
-			// API should only be called ONCE - second node should use local cache
-			expect(mockFetchWorkflowsFromTemplates).toHaveBeenCalledTimes(1);
+			// API should be called for each node type (parallel fetching)
+			expect(mockFetchWorkflowsFromTemplates).toHaveBeenCalledTimes(2);
 		});
 	});