diff --git a/cypress/e2e/4-node-creator.cy.ts b/cypress/e2e/4-node-creator.cy.ts
index 5636179166..6173317fa3 100644
--- a/cypress/e2e/4-node-creator.cy.ts
+++ b/cypress/e2e/4-node-creator.cy.ts
@@ -559,7 +559,7 @@ describe('Node Creator', () => {
 		addNodeToCanvas('Question and Answer Chain', true);
 		addRetrieverNodeToParent('Vector Store Retriever', 'Question and Answer Chain');
 		cy.realPress('Escape');
-		addVectorStoreNodeToParent('In-Memory Vector Store', 'Vector Store Retriever');
+		addVectorStoreNodeToParent('Simple Vector Store', 'Vector Store Retriever');
 		cy.realPress('Escape');
 		WorkflowPage.getters.canvasNodes().should('have.length', 4);
 	});
@@ -569,7 +569,7 @@ describe('Node Creator', () => {
 		addNodeToCanvas(AGENT_NODE_NAME, true, true);
 		clickGetBackToCanvas();
 
-		addVectorStoreToolToParent('In-Memory Vector Store', AGENT_NODE_NAME);
+		addVectorStoreToolToParent('Simple Vector Store', AGENT_NODE_NAME);
 	});
 
 	it('should insert node to canvas with sendAndWait operation selected', () => {
diff --git a/packages/@n8n/nodes-langchain/nodes/vector_store/VectorStoreInMemory/VectorStoreInMemory.node.ts b/packages/@n8n/nodes-langchain/nodes/vector_store/VectorStoreInMemory/VectorStoreInMemory.node.ts
index d08bc2bab2..1a04148118 100644
--- a/packages/@n8n/nodes-langchain/nodes/vector_store/VectorStoreInMemory/VectorStoreInMemory.node.ts
+++ b/packages/@n8n/nodes-langchain/nodes/vector_store/VectorStoreInMemory/VectorStoreInMemory.node.ts
@@ -7,7 +7,7 @@ import { MemoryVectorStoreManager } from '../shared/MemoryVectorStoreManager';
 const insertFields: INodeProperties[] = [
 	{
 		displayName:
-			'The embbded data are stored in the server memory, so they will be lost when the server is restarted. Additionally, if the amount of data is too large, it may cause the server to crash due to insufficient memory.',
+			'The embedded data are stored in the server memory, so they will be lost when the server is restarted. Additionally, if the amount of data is too large, it may cause the server to crash due to insufficient memory.',
 		name: 'notice',
 		type: 'notice',
 		default: '',
@@ -23,9 +23,10 @@ const insertFields: INodeProperties[] = [
 
 export class VectorStoreInMemory extends createVectorStoreNode<MemoryVectorStore>({
 	meta: {
-		displayName: 'In-Memory Vector Store',
+		displayName: 'Simple Vector Store',
 		name: 'vectorStoreInMemory',
-		description: 'Work with your data in In-Memory Vector Store',
+		description:
+			"Work with your data in a Simple Vector Store. Don't use this for production usage.",
 		icon: 'fa:database',
 		iconColor: 'black',
 		docsUrl: