diff --git a/packages/editor-ui/src/plugins/codemirror/typescript/client/useTypescript.ts b/packages/editor-ui/src/plugins/codemirror/typescript/client/useTypescript.ts
index 48167f4cb5a02..b095cad2b9f8f 100644
--- a/packages/editor-ui/src/plugins/codemirror/typescript/client/useTypescript.ts
+++ b/packages/editor-ui/src/plugins/codemirror/typescript/client/useTypescript.ts
@@ -82,7 +82,7 @@ export async function useTypescript(
 
 				return {
 					json: schema,
-					binary: Object.keys(binaryData),
+					binary: Object.keys(binaryData.reduce((acc, obj) => ({ ...acc, ...obj }), {})),
 					params: getSchemaForExecutionData([node.parameters]),
 				};
 			}
diff --git a/packages/editor-ui/src/plugins/codemirror/typescript/worker/constants.ts b/packages/editor-ui/src/plugins/codemirror/typescript/worker/constants.ts
index 30844c37b7919..215d7a2544284 100644
--- a/packages/editor-ui/src/plugins/codemirror/typescript/worker/constants.ts
+++ b/packages/editor-ui/src/plugins/codemirror/typescript/worker/constants.ts
@@ -18,7 +18,9 @@ export const TYPESCRIPT_AUTOCOMPLETE_THRESHOLD = '15';
 export const TYPESCRIPT_FILES = {
 	DYNAMIC_TYPES: 'n8n-dynamic.d.ts',
 	DYNAMIC_INPUT_TYPES: 'n8n-dynamic-input.d.ts',
+	DYNAMIC_VARIABLES_TYPES: 'n8n-variables.d.ts',
 	MODE_TYPES: 'n8n-mode-specific.d.ts',
 	N8N_TYPES: 'n8n.d.ts',
 	GLOBAL_TYPES: 'globals.d.ts',
 };
+export const LUXON_VERSION = '3.2.0';
diff --git a/packages/editor-ui/src/plugins/codemirror/typescript/worker/dynamicTypes.ts b/packages/editor-ui/src/plugins/codemirror/typescript/worker/dynamicTypes.ts
index 14813733f139c..e8cde87824e12 100644
--- a/packages/editor-ui/src/plugins/codemirror/typescript/worker/dynamicTypes.ts
+++ b/packages/editor-ui/src/plugins/codemirror/typescript/worker/dynamicTypes.ts
@@ -64,7 +64,10 @@ ${Array.from(loadedNodes.values())
 
 interface NodeDataMap {
     ${Array.from(loadedNodes.entries())
-			.map(([nodeName, { typeName }]) => `'${nodeName}': NodeData<{}, ${typeName}, {}, {}>`)
+			.map(
+				([nodeName, { typeName }]) =>
+					`'${nodeName}': NodeData<${typeName}Context, ${typeName}Json, ${typeName}BinaryKeys, ${typeName}Params>`,
+			)
 			.join(';\n')}
 }
 `);
@@ -73,5 +76,17 @@ interface NodeDataMap {
 export async function getDynamicInputNodeTypes(inputNodeNames: string[]) {
 	const typeNames = inputNodeNames.map((nodeName) => pascalCase(nodeName));
 
-	return globalTypeDefinition(`type N8nInputItem = ${typeNames.join(' | ')}`);
+	return globalTypeDefinition(`
+type N8nInputJson = ${typeNames.map((typeName) => `${typeName}Json`).join(' | ')};
+type N8nInputBinaryKeys = ${typeNames.map((typeName) => `${typeName}BinaryKeys`).join(' | ')};
+type N8nInputContext = ${typeNames.map((typeName) => `${typeName}Context`).join(' | ')};
+type N8nInputParams = ${typeNames.map((typeName) => `${typeName}Params`).join(' | ')};
+`);
+}
+
+export async function getDynamicVariableTypes(variables: string[]) {
+	return globalTypeDefinition(`
+	interface N8nVars {
+	${variables.map((key) => `${key}: string;`).join('\n')}
+}`);
 }
diff --git a/packages/editor-ui/src/plugins/codemirror/typescript/worker/type-declarations/n8n-once-for-all-items.d.ts b/packages/editor-ui/src/plugins/codemirror/typescript/worker/type-declarations/n8n-once-for-all-items.d.ts
index c58abe3f09983..1487c6e495d9f 100644
--- a/packages/editor-ui/src/plugins/codemirror/typescript/worker/type-declarations/n8n-once-for-all-items.d.ts
+++ b/packages/editor-ui/src/plugins/codemirror/typescript/worker/type-declarations/n8n-once-for-all-items.d.ts
@@ -10,6 +10,6 @@ declare global {
 		itemMatching(itemIndex: number): N8nItem<J, B>;
 	}
 
-	// @ts-expect-error N8nInputItem is populated dynamically
-	type N8nInput = NodeData<{}, N8nInputItem, {}, {}>;
+	// @ts-expect-error N8nInputJson is populated dynamically
+	type N8nInput = NodeData<N8nInputContext, N8nInputJson, N8nInputBinaryKeys, N8nInputParams>;
 }
diff --git a/packages/editor-ui/src/plugins/codemirror/typescript/worker/type-declarations/n8n-once-for-each-item.d.ts b/packages/editor-ui/src/plugins/codemirror/typescript/worker/type-declarations/n8n-once-for-each-item.d.ts
index e6b7727c96b8d..b1d6f6ddf18b5 100644
--- a/packages/editor-ui/src/plugins/codemirror/typescript/worker/type-declarations/n8n-once-for-each-item.d.ts
+++ b/packages/editor-ui/src/plugins/codemirror/typescript/worker/type-declarations/n8n-once-for-each-item.d.ts
@@ -7,8 +7,8 @@ declare global {
 		params: P;
 	}
 
-	// @ts-expect-error N8nInputItem is populated dynamically
-	type N8nInput = NodeData<{}, N8nInputItem, {}, {}>;
+	// @ts-expect-error N8nInputJson is populated dynamically
+	type N8nInput = NodeData<{}, N8nInputJson, {}, {}>;
 
 	const $itemIndex: number;
 	const $json: N8nInput['item']['json'];
diff --git a/packages/editor-ui/src/plugins/codemirror/typescript/worker/type-declarations/n8n.d.ts b/packages/editor-ui/src/plugins/codemirror/typescript/worker/type-declarations/n8n.d.ts
index 427e952c33e41..341ed4a41ff2c 100644
--- a/packages/editor-ui/src/plugins/codemirror/typescript/worker/type-declarations/n8n.d.ts
+++ b/packages/editor-ui/src/plugins/codemirror/typescript/worker/type-declarations/n8n.d.ts
@@ -16,7 +16,6 @@ declare global {
 		mimeType: string;
 	}
 
-	// TODO: populate dynamically
 	interface N8nVars {}
 
 	// TODO: populate dynamically
@@ -63,7 +62,7 @@ declare global {
 	const $now: DateTime;
 	const $today: DateTime;
 
-	const $parameter: N8nParameter;
+	const $parameter: N8nInput['params'];
 	const $vars: N8nVars;
 	const $nodeVersion: number;
 
diff --git a/packages/editor-ui/src/plugins/codemirror/typescript/worker/typescript.worker.ts b/packages/editor-ui/src/plugins/codemirror/typescript/worker/typescript.worker.ts
index 1f2564fae6efc..381fcb54b1007 100644
--- a/packages/editor-ui/src/plugins/codemirror/typescript/worker/typescript.worker.ts
+++ b/packages/editor-ui/src/plugins/codemirror/typescript/worker/typescript.worker.ts
@@ -8,10 +8,11 @@ import type { CodeExecutionMode } from 'n8n-workflow';
 import { pascalCase } from 'change-case';
 import { computed, reactive, ref, watch } from 'vue';
 import { getCompletionsAtPos } from './completions';
-import { TYPESCRIPT_FILES } from './constants';
+import { LUXON_VERSION, TYPESCRIPT_FILES } from './constants';
 import {
 	getDynamicInputNodeTypes,
 	getDynamicNodeTypes,
+	getDynamicVariableTypes,
 	schemaToTypescriptTypes,
 } from './dynamicTypes';
 import { setupTypescriptEnv } from './env';
@@ -21,6 +22,7 @@ import { getUsedNodeNames } from './typescriptAst';
 
 import runOnceForAllItemsTypes from './type-declarations/n8n-once-for-all-items.d.ts?raw';
 import runOnceForEachItemTypes from './type-declarations/n8n-once-for-each-item.d.ts?raw';
+import { loadTypes } from './npmTypesLoader';
 
 self.process = { env: {} } as NodeJS.Process;
 
@@ -53,12 +55,20 @@ const worker: LanguageServiceWorkerInit = {
 		async function loadNodeTypes(nodeName: string) {
 			const data = await nodeDataFetcher(nodeName);
 
-			if (data?.json) {
-				const schema = data.json;
-				const typeName = pascalCase(nodeName);
-				const type = schemaToTypescriptTypes(schema, typeName);
-				loadedNodeTypesMap.set(nodeName, { type, typeName });
-			}
+			const typeName = pascalCase(nodeName);
+			const jsonType = data?.json
+				? schemaToTypescriptTypes(data.json, `${typeName}Json`)
+				: `type ${typeName}Json = N8nJson`;
+			const paramsType = data?.params
+				? schemaToTypescriptTypes(data.params, `${typeName}Params`)
+				: `type ${typeName}Params = {}`;
+
+			// Using || on purpose to handle empty string
+			// eslint-disable-next-line @typescript-eslint/prefer-nullish-coalescing
+			const binaryType = `type ${typeName}BinaryKeys = ${data?.binary.map((key) => `'${key}'`).join(' | ') || 'string'}`;
+			const contextType = `type ${typeName}Context = {}`;
+			const type = [jsonType, binaryType, paramsType, contextType].join('\n');
+			loadedNodeTypesMap.set(nodeName, { type, typeName });
 		}
 
 		async function loadTypesIfNeeded() {
@@ -75,10 +85,27 @@ const worker: LanguageServiceWorkerInit = {
 			}
 		}
 
-		await loadTypesIfNeeded();
-		await Promise.all(
-			options.inputNodeNames.map(async (nodeName) => await loadNodeTypes(nodeName)),
-		);
+		async function loadLuxonTypes() {
+			if (cache.getItem('/node_modules/@types/luxon/package.json')) {
+				const fileMap = await cache.getAllWithPrefix('/node_modules/@types/luxon');
+
+				for (const [path, content] of Object.entries(fileMap)) {
+					updateFile(path, content);
+				}
+			} else {
+				await loadTypes('luxon', LUXON_VERSION, (path, types) => {
+					cache.setItem(path, types);
+					updateFile(path, types);
+				});
+			}
+		}
+
+		async function setVariableTypes() {
+			updateFile(
+				TYPESCRIPT_FILES.DYNAMIC_VARIABLES_TYPES,
+				await getDynamicVariableTypes(options.variables),
+			);
+		}
 
 		function updateFile(fileName: string, content: string) {
 			const exists = env.getSourceFile(fileName);
@@ -89,6 +116,13 @@ const worker: LanguageServiceWorkerInit = {
 			}
 		}
 
+		const loadInputNodes = options.inputNodeNames.map(
+			async (nodeName) => await loadNodeTypes(nodeName),
+		);
+		await Promise.all(
+			loadInputNodes.concat(loadTypesIfNeeded(), loadLuxonTypes(), setVariableTypes()),
+		);
+
 		watch(
 			loadedNodeTypesMap,
 			async (loadedNodes) => {