feat: add multi-step flow to n8n_generate_workflow tool (v2.44.0)

Enable AI agents to act as quality gates for workflow generation:
proposals → review → deploy. New parameters: deploy_id, confirm_deploy.
New types: GenerateWorkflowProposal, status field on result.

Conceived by Romuald Członkowski - https://www.aiadvisors.pl/en

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

CHANGELOG.md

@@ -7,6 +7,24 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ## [Unreleased]
 
+## [2.44.0] - 2026-04-01
+
+### Added
+
+- **Multi-step workflow generation flow**: `n8n_generate_workflow` now supports a three-step flow where AI agents act as quality gates — get proposals, review, then deploy. New parameters: `deploy_id` (deploy a specific proposal), `confirm_deploy` (deploy a previously generated preview).
+
+- **`GenerateWorkflowProposal` type**: New exported type for workflow proposals with `id`, `name`, `description`, `flow_summary`, and `credentials_needed` fields.
+
+- **`status` field on `GenerateWorkflowResult`**: Indicates the current phase — `proposals`, `preview`, `deployed`, or `error`.
+
+### Changed
+
+- **Tool description updated**: `n8n_generate_workflow` description now explains the multi-step flow instead of auto-deploy behavior.
+
+- **Tool documentation updated**: Essentials and full docs reflect the three-step flow with examples for each step.
+
+Conceived by Romuald Członkowski - https://www.aiadvisors.pl/en
+
 ## [2.43.0] - 2026-03-31
 
 ### Added

dist/index.d.ts

@@ -5,7 +5,7 @@ export { N8NDocumentationMCPServer } from './mcp/server';
 export type { InstanceContext } from './types/instance-context';
 export { validateInstanceContext, isInstanceContext } from './types/instance-context';
 export type { SessionState } from './types/session-state';
-export type { GenerateWorkflowArgs, GenerateWorkflowResult, GenerateWorkflowHandler, GenerateWorkflowHelpers } from './types/generate-workflow';
+export type { GenerateWorkflowArgs, GenerateWorkflowResult, GenerateWorkflowProposal, GenerateWorkflowHandler, GenerateWorkflowHelpers } from './types/generate-workflow';
 export type { UIAppConfig, UIMetadata } from './mcp/ui/types';
 export { UI_APP_CONFIGS } from './mcp/ui/app-configs';
 export type { Tool, CallToolResult, ListToolsResult } from '@modelcontextprotocol/sdk/types.js';

dist/index.d.ts.map

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dist/index.js.map

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dist/mcp/server.d.ts.map

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dist/mcp/server.js

@@ -1156,7 +1156,7 @@ class N8NDocumentationMCPServer {
                         getWorkflow: (id) => n8nHandlers.handleGetWorkflow({ id }, ctx),
                     };
                     try {
-                        const result = await this.generateWorkflowHandler({ description: args.description, skip_cache: args.skip_cache }, ctx, helpers);
+                        const result = await this.generateWorkflowHandler(args, ctx, helpers);
                         return result ?? { success: false, error: 'Handler returned no result' };
                     }
                     catch (err) {

dist/mcp/tools-n8n-manager.d.ts.map

@@ -1 +1 @@
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+{"version":3,"file":"tools-n8n-manager.d.ts","sourceRoot":"","sources":["../../src/mcp/tools-n8n-manager.ts"],"names":[],"mappings":"AAAA,OAAO,EAAE,cAAc,EAAE,MAAM,UAAU,CAAC;AAQ1C,eAAO,MAAM,kBAAkB,EAAE,cAAc,EAgrB9C,CAAC"}

dist/mcp/tools-n8n-manager.js

@@ -638,9 +638,10 @@ exports.n8nManagementTools = [
     {
         name: 'n8n_generate_workflow',
         description: 'Generate an n8n workflow from a natural language description using AI. ' +
-            'Describe what the workflow should do (trigger type, services, logic) and this tool ' +
+            'Call with just a description to get workflow proposals. ' +
-            'will create and deploy a ready-to-use workflow to your n8n instance. ' +
+            'Then call again with deploy_id to deploy a chosen proposal, ' +
-            'Set skip_cache=true to force fresh generation instead of using pre-built templates.',
+            'or set skip_cache=true to generate a fresh workflow. ' +
+            'Use confirm_deploy=true to deploy a previously generated workflow.',
         inputSchema: {
             type: 'object',
             properties: {
@@ -651,8 +652,17 @@ exports.n8nManagementTools = [
                 },
                 skip_cache: {
                     type: 'boolean',
-                    description: 'Set to true to bypass the workflow cache and force fresh AI generation. ' +
+                    description: 'Set to true to skip proposals and generate a fresh workflow from scratch. ' +
-                        'Default: false (uses cached workflows when a good match exists).'
+                        'Returns a preview — call again with confirm_deploy=true to deploy it.'
+                },
+                deploy_id: {
+                    type: 'string',
+                    description: 'ID of a proposal to deploy. Get proposal IDs from a previous call ' +
+                        'that returned status "proposals".'
+                },
+                confirm_deploy: {
+                    type: 'boolean',
+                    description: 'Set to true to deploy the workflow from the last generation preview.'
                 }
             },
             required: ['description'],

package-lock.json

@@ -1,12 +1,12 @@
 {
   "name": "n8n-mcp",
-  "version": "2.43.0",
+  "version": "2.44.0",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
       "name": "n8n-mcp",
-      "version": "2.43.0",
+      "version": "2.44.0",
       "license": "MIT",
       "dependencies": {
         "@modelcontextprotocol/sdk": "1.28.0",

package.json

@@ -1,6 +1,6 @@
 {
   "name": "n8n-mcp",
-  "version": "2.43.0",
+  "version": "2.44.0",
   "description": "Integration between n8n workflow automation and Model Context Protocol (MCP)",
   "main": "dist/index.js",
   "types": "dist/index.d.ts",

src/index.ts

@@ -24,6 +24,7 @@ export type {
 export type {
   GenerateWorkflowArgs,
   GenerateWorkflowResult,
+  GenerateWorkflowProposal,
   GenerateWorkflowHandler,
   GenerateWorkflowHelpers
 } from './types/generate-workflow';

src/mcp/server.ts

@@ -1561,11 +1561,7 @@ export class N8NDocumentationMCPServer {
           };
 
           try {
-            const result = await this.generateWorkflowHandler(
+            const result = await this.generateWorkflowHandler(args, ctx, helpers);
-              { description: args.description, skip_cache: args.skip_cache },
-              ctx,
-              helpers
-            );
             return result ?? { success: false, error: 'Handler returned no result' };
           } catch (err: any) {
             const message = err instanceof Error ? err.message : String(err);

src/mcp/tool-docs/workflow_management/n8n-generate-workflow.ts

@@ -4,58 +4,84 @@ export const n8nGenerateWorkflowDoc: ToolDocumentation = {
   name: 'n8n_generate_workflow',
   category: 'workflow_management',
   essentials: {
-    description: 'Generate an n8n workflow from a natural language description using AI. Creates and deploys a ready-to-use workflow to your n8n instance.',
+    description: 'Generate workflows from natural language. Three-step flow:\n' +
-    keyParameters: ['description', 'skip_cache'],
+      '1. Call with description → get proposals\n' +
+      '2. Call with deploy_id → deploy a proposal, OR skip_cache=true → fresh generation preview\n' +
+      '3. Call with confirm_deploy=true → deploy the preview',
+    keyParameters: ['description', 'skip_cache', 'deploy_id', 'confirm_deploy'],
     example: 'n8n_generate_workflow({description: "Send a Slack message every morning at 9am"})',
     performance: 'Network-dependent (2-15s depending on cache hit vs fresh generation)',
     tips: [
       'Include trigger type (webhook, schedule, manual) in the description',
       'Mention specific services to integrate (Slack, Gmail, Google Sheets, etc.)',
-      'Use skip_cache=true to force fresh AI generation instead of cached templates',
+      'Review proposals before deploying — use deploy_id to pick one',
+      'Use skip_cache=true to generate fresh, then confirm_deploy=true to deploy',
       'Available exclusively on the hosted version of n8n-mcp'
     ]
   },
   full: {
-    description: 'Generates an n8n workflow from a natural language description using AI. On the hosted service, this tool first searches a cache of 73,000+ pre-built workflows for a match, and falls back to AI-powered fresh generation for custom workflows. Generated workflows are automatically validated and error-corrected before deployment. On self-hosted instances, this tool returns a message directing users to the hosted service.',
+    description: 'Generates n8n workflows from natural language using a multi-step flow. ' +
+      'Step 1: Call with description to get up to 5 proposals (not deployed). ' +
+      'Step 2a: Call with deploy_id to deploy a chosen proposal. ' +
+      'Step 2b: Call with skip_cache=true to generate a fresh workflow (returns preview, not deployed). ' +
+      'Step 3: Call with confirm_deploy=true to deploy the preview. ' +
+      'On self-hosted instances, returns a message directing users to the hosted service.',
     parameters: {
       description: { type: 'string', required: true, description: 'Clear description of what the workflow should do. Include: trigger type (webhook, schedule, manual), services to integrate (Slack, Gmail, etc.), and the logic/flow.' },
-      skip_cache: { type: 'boolean', description: 'Set to true to bypass the workflow cache and force fresh AI generation. Default: false (uses cached workflows when a good match exists).' }
+      skip_cache: { type: 'boolean', description: 'Set to true to skip proposals and generate a fresh workflow from scratch. Returns a preview — call again with confirm_deploy=true to deploy it.' },
+      deploy_id: { type: 'string', description: 'ID of a proposal to deploy. Get proposal IDs from a previous call that returned status "proposals".' },
+      confirm_deploy: { type: 'boolean', description: 'Set to true to deploy the workflow from the last generation preview.' }
     },
-    returns: 'Object with success, source (cache/generated), workflow_id, workflow_name, workflow_url, node_count, node_summary, and message. On self-hosted instances, returns hosted_only: true with information about the hosted service.',
+    returns: 'Object with success, status (proposals/preview/deployed/error), and context-dependent fields. ' +
+      'For proposals: proposals[] with id, name, description, flow_summary, credentials_needed. ' +
+      'For preview: workflow structure details. ' +
+      'For deployed: workflow_id, workflow_name, workflow_url, node_count, node_summary. ' +
+      'On self-hosted instances, returns hosted_only: true.',
     examples: [
-      `// Generate a simple scheduled workflow
+      `// Step 1: Get proposals
 n8n_generate_workflow({
   description: "Send a Slack message every morning at 9am with a daily standup reminder"
-})`,
+})
-      `// Generate with specific services
+// Returns: { status: "proposals", proposals: [{ id: "uuid-1", name: "...", ... }, ...] }`,
+      `// Step 2a: Deploy a chosen proposal
 n8n_generate_workflow({
-  description: "When a new row is added to Google Sheets, create a task in Notion and notify via email"
+  description: "Send a Slack message every morning at 9am",
-})`,
+  deploy_id: "uuid-1"
-      `// Force fresh generation (skip cache)
+})
+// Returns: { status: "deployed", workflow_id: "123", ... }`,
+      `// Step 2b: Fresh generation (skip cache)
 n8n_generate_workflow({
   description: "Webhook that receives JSON data, transforms it, and posts to a REST API",
   skip_cache: true
-})`
+})
+// Returns: { status: "preview", ... }`,
+      `// Step 3: Deploy the preview
+n8n_generate_workflow({
+  description: "Webhook that receives JSON data, transforms it, and posts to a REST API",
+  confirm_deploy: true
+})
+// Returns: { status: "deployed", workflow_id: "456", ... }`
     ],
     useCases: [
       'Quickly create workflows from natural language descriptions',
-      'Generate complex multi-service integrations',
+      'Review proposals before deploying to maintain quality',
-      'Bootstrap automation projects with AI-generated workflows',
+      'Generate complex multi-service integrations with agent oversight',
       'Create workflows without deep knowledge of n8n node configuration'
     ],
-    performance: 'Cache hit: ~2s. Fresh generation: 5-15s. Both within typical MCP client timeout.',
+    performance: 'Proposals: ~2s. Fresh generation: 5-15s. Deploy: ~3s. All within typical MCP client timeout.',
     bestPractices: [
       'Be specific about trigger type and services in the description',
-      'Review generated workflows before activating',
+      'Review proposals before deploying — pick the best match with deploy_id',
-      'Use n8n_validate_workflow to check the generated workflow',
+      'Use skip_cache only when proposals do not match your needs',
-      'Configure credentials in n8n UI before activating',
+      'After deployment, use n8n_validate_workflow to verify the result',
-      'Use skip_cache only when cached results do not match your needs'
+      'Configure credentials in n8n UI before activating'
     ],
     pitfalls: [
       '**Hosted-only feature** — self-hosted instances receive a redirect message',
+      'Proposals are NOT deployed — you must call again with deploy_id or confirm_deploy',
       'Generated workflows are created in INACTIVE state',
       'Credentials must be configured manually in the n8n UI',
-      'Complex workflows may need manual adjustments after generation'
+      'Session state for pending proposals/preview is per MCP session'
     ],
     relatedTools: ['n8n_create_workflow', 'n8n_deploy_template', 'n8n_validate_workflow', 'n8n_autofix_workflow', 'search_templates']
   }

src/mcp/tools-n8n-manager.ts

@@ -657,9 +657,10 @@ export const n8nManagementTools: ToolDefinition[] = [
   {
     name: 'n8n_generate_workflow',
     description: 'Generate an n8n workflow from a natural language description using AI. ' +
-      'Describe what the workflow should do (trigger type, services, logic) and this tool ' +
+      'Call with just a description to get workflow proposals. ' +
-      'will create and deploy a ready-to-use workflow to your n8n instance. ' +
+      'Then call again with deploy_id to deploy a chosen proposal, ' +
-      'Set skip_cache=true to force fresh generation instead of using pre-built templates.',
+      'or set skip_cache=true to generate a fresh workflow. ' +
+      'Use confirm_deploy=true to deploy a previously generated workflow.',
     inputSchema: {
       type: 'object',
       properties: {
@@ -670,8 +671,17 @@ export const n8nManagementTools: ToolDefinition[] = [
         },
         skip_cache: {
           type: 'boolean',
-          description: 'Set to true to bypass the workflow cache and force fresh AI generation. ' +
+          description: 'Set to true to skip proposals and generate a fresh workflow from scratch. ' +
-            'Default: false (uses cached workflows when a good match exists).'
+            'Returns a preview — call again with confirm_deploy=true to deploy it.'
+        },
+        deploy_id: {
+          type: 'string',
+          description: 'ID of a proposal to deploy. Get proposal IDs from a previous call ' +
+            'that returned status "proposals".'
+        },
+        confirm_deploy: {
+          type: 'boolean',
+          description: 'Set to true to deploy the workflow from the last generation preview.'
         }
       },
       required: ['description'],

src/types/generate-workflow.ts

@@ -3,11 +3,23 @@ import { InstanceContext } from './instance-context';
 export interface GenerateWorkflowArgs {
   description: string;
   skip_cache?: boolean;
+  deploy_id?: string;
+  confirm_deploy?: boolean;
+}
+
+export interface GenerateWorkflowProposal {
+  id: string;
+  name: string;
+  description: string;
+  flow_summary: string;
+  credentials_needed: string[];
 }
 
 export interface GenerateWorkflowResult {
   success: boolean;
   source?: 'cache' | 'generated';
+  status?: 'proposals' | 'preview' | 'deployed' | 'error';
+  proposals?: GenerateWorkflowProposal[];
   workflow_id?: string;
   workflow_name?: string;
   workflow_url?: string;

tests/unit/mcp/generate-workflow-tool.test.ts

@@ -4,6 +4,7 @@ import type {
   GenerateWorkflowHandler,
   GenerateWorkflowArgs,
   GenerateWorkflowResult,
+  GenerateWorkflowProposal,
   GenerateWorkflowHelpers,
 } from '@/types/generate-workflow';
 
@@ -18,6 +19,8 @@ describe('n8n_generate_workflow', () => {
     it('has correct input schema', () => {
       expect(tool!.inputSchema.properties).toHaveProperty('description');
       expect(tool!.inputSchema.properties).toHaveProperty('skip_cache');
+      expect(tool!.inputSchema.properties).toHaveProperty('deploy_id');
+      expect(tool!.inputSchema.properties).toHaveProperty('confirm_deploy');
       expect(tool!.inputSchema.required).toEqual(['description']);
     });
 
@@ -78,13 +81,69 @@ describe('n8n_generate_workflow', () => {
       expect(failure.success).toBe(false);
     });
 
-    it('GenerateWorkflowArgs has description and optional skip_cache', () => {
+    it('GenerateWorkflowResult supports proposal status', () => {
+      const proposals: GenerateWorkflowResult = {
+        success: true,
+        status: 'proposals',
+        proposals: [
+          {
+            id: 'uuid-1',
+            name: 'Slack Reminder',
+            description: 'Send scheduled Slack messages',
+            flow_summary: 'Schedule Trigger → Set → Slack',
+            credentials_needed: ['slackApi'],
+          },
+        ],
+      };
+      expect(proposals.status).toBe('proposals');
+      expect(proposals.proposals).toHaveLength(1);
+      expect(proposals.proposals![0].id).toBe('uuid-1');
+    });
+
+    it('GenerateWorkflowResult supports preview and deployed status', () => {
+      const preview: GenerateWorkflowResult = {
+        success: true,
+        status: 'preview',
+        node_summary: 'Webhook → HTTP Request → Slack',
+      };
+      expect(preview.status).toBe('preview');
+
+      const deployed: GenerateWorkflowResult = {
+        success: true,
+        status: 'deployed',
+        workflow_id: '123',
+        workflow_name: 'My Workflow',
+      };
+      expect(deployed.status).toBe('deployed');
+    });
+
+    it('GenerateWorkflowProposal has required fields', () => {
+      const proposal: GenerateWorkflowProposal = {
+        id: 'uuid-123',
+        name: 'Test Workflow',
+        description: 'A test workflow',
+        flow_summary: 'Trigger → Action',
+        credentials_needed: ['slackApi', 'gmailOAuth2'],
+      };
+      expect(proposal.id).toBe('uuid-123');
+      expect(proposal.credentials_needed).toHaveLength(2);
+    });
+
+    it('GenerateWorkflowArgs has description and optional fields', () => {
       const minimal: GenerateWorkflowArgs = { description: 'test' };
       expect(minimal.description).toBe('test');
       expect(minimal.skip_cache).toBeUndefined();
+      expect(minimal.deploy_id).toBeUndefined();
+      expect(minimal.confirm_deploy).toBeUndefined();
 
       const withSkip: GenerateWorkflowArgs = { description: 'test', skip_cache: true };
       expect(withSkip.skip_cache).toBe(true);
+
+      const withDeploy: GenerateWorkflowArgs = { description: 'test', deploy_id: 'uuid-1' };
+      expect(withDeploy.deploy_id).toBe('uuid-1');
+
+      const withConfirm: GenerateWorkflowArgs = { description: 'test', confirm_deploy: true };
+      expect(withConfirm.confirm_deploy).toBe(true);
     });
   });
 });