diff --git a/packages/components/nodes/vectorstores/Qdrant/Qdrant.ts b/packages/components/nodes/vectorstores/Qdrant/Qdrant.ts
index 6413f8bf8..e07b728a5 100644
--- a/packages/components/nodes/vectorstores/Qdrant/Qdrant.ts
+++ b/packages/components/nodes/vectorstores/Qdrant/Qdrant.ts
@@ -149,9 +149,12 @@ class Qdrant_VectorStores implements INode {
             const credentialData = await getCredentialData(nodeData.credential ?? '', options)
             const qdrantApiKey = getCredentialParam('qdrantApiKey', credentialData, nodeData)
 
+            const port = Qdrant_VectorStores.determinePortByUrl(qdrantServerUrl)
+
             const client = new QdrantClient({
                 url: qdrantServerUrl,
-                apiKey: qdrantApiKey
+                apiKey: qdrantApiKey,
+                port: port
             })
 
             const flattenDocs = docs && docs.length ? flatten(docs) : []
@@ -198,9 +201,12 @@ class Qdrant_VectorStores implements INode {
         const credentialData = await getCredentialData(nodeData.credential ?? '', options)
         const qdrantApiKey = getCredentialParam('qdrantApiKey', credentialData, nodeData)
 
+        const port = Qdrant_VectorStores.determinePortByUrl(qdrantServerUrl)
+
         const client = new QdrantClient({
             url: qdrantServerUrl,
-            apiKey: qdrantApiKey
+            apiKey: qdrantApiKey,
+            port: port
         })
 
         const dbConfig: QdrantLibArgs = {
@@ -242,6 +248,28 @@ class Qdrant_VectorStores implements INode {
         }
         return vectorStore
     }
+
+    /**
+     * Determine the port number from the given URL.
+     *
+     * The problem is when not doing this the qdrant-client.js will fall back on 6663 when you enter a port 443 and 80.
+     * See: https://stackoverflow.com/questions/59104197/nodejs-new-url-urlhttps-myurl-com80-lists-the-port-as-empty
+     * @param qdrantServerUrl the url to get the port from
+     */
+    static determinePortByUrl(qdrantServerUrl: string): number {
+        const parsedUrl = new URL(qdrantServerUrl)
+
+        let port = parsedUrl.port ? parseInt(parsedUrl.port) : 6663
+
+        if (parsedUrl.protocol === 'https:' && parsedUrl.port === '') {
+            port = 443
+        }
+        if (parsedUrl.protocol === 'http:' && parsedUrl.port === '') {
+            port = 80
+        }
+
+        return port
+    }
 }
 
 module.exports = { nodeClass: Qdrant_VectorStores }