diff --git a/packages/@n8n/nodes-langchain/credentials/ChatHubVectorStoreQdrantApi.credentials.ts b/packages/@n8n/nodes-langchain/credentials/ChatHubVectorStoreQdrantApi.credentials.ts
index ffb215eeabb..8ad6dc23170 100644
--- a/packages/@n8n/nodes-langchain/credentials/ChatHubVectorStoreQdrantApi.credentials.ts
+++ b/packages/@n8n/nodes-langchain/credentials/ChatHubVectorStoreQdrantApi.credentials.ts
@@ -16,7 +16,7 @@ export class ChatHubVectorStoreQdrantApi implements ICredentialType {
 			type: 'string',
 			default: 'n8n_vectors',
 			description:
-				'The Qdrant collection to use. All users share this collection; access is scoped per user via a userId metadata field.',
+				'The Qdrant collection to use. All users share this collection; access is scoped per user via a userId metadata field. The collection is created automatically if it does not exist.',
 		},
 	];
 }
diff --git a/packages/@n8n/nodes-langchain/nodes/vector_store/ChatHubVectorStorePinecone/ChatHubVectorStorePinecone.node.ts b/packages/@n8n/nodes-langchain/nodes/vector_store/ChatHubVectorStorePinecone/ChatHubVectorStorePinecone.node.ts
index fc8c9cb3b0a..b8b58dea90f 100644
--- a/packages/@n8n/nodes-langchain/nodes/vector_store/ChatHubVectorStorePinecone/ChatHubVectorStorePinecone.node.ts
+++ b/packages/@n8n/nodes-langchain/nodes/vector_store/ChatHubVectorStorePinecone/ChatHubVectorStorePinecone.node.ts
@@ -2,8 +2,11 @@ import type { PineconeStoreParams } from '@langchain/pinecone';
 import { PineconeStore } from '@langchain/pinecone';
 import { Pinecone } from '@pinecone-database/pinecone';
 import type {
+	ICredentialsDecrypted,
+	ICredentialTestFunctions,
 	IDataObject,
 	ILoadOptionsFunctions,
+	INodeCredentialTestResult,
 	INodeProperties,
 	NodeParameterValueType,
 } from 'n8n-workflow';
@@ -39,6 +42,35 @@ const insertFields: INodeProperties[] = [
 	},
 ];
 
+async function chatHubVectorStorePineconeApiConnectionTest(
+	this: ICredentialTestFunctions,
+	credential: ICredentialsDecrypted,
+): Promise<INodeCredentialTestResult> {
+	const credentials = credential.data as ChatHubVectorStorePineconeApiCredentials;
+
+	try {
+		const client = new Pinecone({ apiKey: credentials.apiKey });
+		const indexes = ((await client.listIndexes()).indexes ?? []).map((i) => i.name);
+
+		if (!indexes.includes(credentials.pineconeIndex)) {
+			return {
+				status: 'Error',
+				message: `Index "${credentials.pineconeIndex}" not found. Please create the index first or check the index name.`,
+			};
+		}
+	} catch (error) {
+		return {
+			status: 'Error',
+			message: error.message as string,
+		};
+	}
+
+	return {
+		status: 'OK',
+		message: 'Connection successful',
+	};
+}
+
 async function deleteDocuments(
 	this: ILoadOptionsFunctions,
 	payload: IDataObject | string | undefined,
@@ -78,12 +110,16 @@ export class ChatHubVectorStorePinecone extends createVectorStoreNode<PineconeSt
 			{
 				name: 'chatHubVectorStorePineconeApi',
 				required: true,
+				testedBy: 'chatHubVectorStorePineconeApiConnectionTest',
 			},
 		],
 		operationModes: ['load', 'insert', 'retrieve', 'retrieve-as-tool'],
 	},
 	hidden: true,
-	methods: { actionHandler: { deleteDocuments } },
+	methods: {
+		credentialTest: { chatHubVectorStorePineconeApiConnectionTest },
+		actionHandler: { deleteDocuments },
+	},
 	sharedFields: [],
 	retrieveFields,
 	loadFields: retrieveFields,
diff --git a/packages/@n8n/nodes-langchain/nodes/vector_store/ChatHubVectorStoreQdrant/ChatHubVectorStoreQdrant.node.ts b/packages/@n8n/nodes-langchain/nodes/vector_store/ChatHubVectorStoreQdrant/ChatHubVectorStoreQdrant.node.ts
index f1420e39ddc..637a76cc7b6 100644
--- a/packages/@n8n/nodes-langchain/nodes/vector_store/ChatHubVectorStoreQdrant/ChatHubVectorStoreQdrant.node.ts
+++ b/packages/@n8n/nodes-langchain/nodes/vector_store/ChatHubVectorStoreQdrant/ChatHubVectorStoreQdrant.node.ts
@@ -2,8 +2,11 @@ import type { QdrantLibArgs } from '@langchain/qdrant';
 import { QdrantVectorStore } from '@langchain/qdrant';
 import {
 	jsonParse,
+	type ICredentialsDecrypted,
+	type ICredentialTestFunctions,
 	type IDataObject,
 	type ILoadOptionsFunctions,
+	type INodeCredentialTestResult,
 	type NodeParameterValueType,
 } from 'n8n-workflow';
 
@@ -36,6 +39,28 @@ async function ensurePayloadIndexes(
 	}
 }
 
+async function chatHubVectorStoreQdrantApiConnectionTest(
+	this: ICredentialTestFunctions,
+	credential: ICredentialsDecrypted,
+): Promise<INodeCredentialTestResult> {
+	const credentials = credential.data as ChatHubVectorStoreQdrantApiCredentials;
+
+	try {
+		const client = createQdrantClient(credentials);
+		await client.getCollections();
+	} catch (error) {
+		return {
+			status: 'Error',
+			message: error.message as string,
+		};
+	}
+
+	return {
+		status: 'OK',
+		message: 'Connection successful',
+	};
+}
+
 async function deleteDocuments(
 	this: ILoadOptionsFunctions,
 	payload: IDataObject | string | undefined,
@@ -80,12 +105,16 @@ export class ChatHubVectorStoreQdrant extends createVectorStoreNode<QdrantVector
 			{
 				name: 'chatHubVectorStoreQdrantApi',
 				required: true,
+				testedBy: 'chatHubVectorStoreQdrantApiConnectionTest',
 			},
 		],
 		operationModes: ['load', 'insert', 'retrieve', 'retrieve-as-tool'],
 	},
 	hidden: true,
-	methods: { actionHandler: { deleteDocuments } },
+	methods: {
+		credentialTest: { chatHubVectorStoreQdrantApiConnectionTest },
+		actionHandler: { deleteDocuments },
+	},
 	sharedFields: [],
 	insertFields: [],
 	loadFields: [],