diff --git a/CHANGELOG.md b/CHANGELOG.md
index 4a4e553..215b10c 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -7,6 +7,17 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ## [Unreleased]
 
+## [2.31.2] - 2025-12-24
+
+### Changed
+
+- Updated n8n from 2.0.2 to 2.1.4
+- Updated n8n-core from 2.0.1 to 2.1.3
+- Updated n8n-workflow from 2.0.1 to 2.1.1
+- Updated @n8n/n8n-nodes-langchain from 2.0.1 to 2.1.3
+- Rebuilt node database with 540 nodes (434 from n8n-nodes-base, 106 from @n8n/n8n-nodes-langchain)
+- Refreshed template database with 2,737 workflow templates from n8n.io
+
 ## [2.31.1] - 2025-12-23
 
 ### Fixed
diff --git a/README.md b/README.md
index cf23dcf..2b394b6 100644
--- a/README.md
+++ b/README.md
@@ -5,7 +5,7 @@
 [![npm version](https://img.shields.io/npm/v/n8n-mcp.svg)](https://www.npmjs.com/package/n8n-mcp)
 [![codecov](https://codecov.io/gh/czlonkowski/n8n-mcp/graph/badge.svg?token=YOUR_TOKEN)](https://codecov.io/gh/czlonkowski/n8n-mcp)
 [![Tests](https://img.shields.io/badge/tests-3336%20passing-brightgreen.svg)](https://github.com/czlonkowski/n8n-mcp/actions)
-[![n8n version](https://img.shields.io/badge/n8n-2.0.2-orange.svg)](https://github.com/n8n-io/n8n)
+[![n8n version](https://img.shields.io/badge/n8n-2.1.4-orange.svg)](https://github.com/n8n-io/n8n)
 [![Docker](https://img.shields.io/badge/docker-ghcr.io%2Fczlonkowski%2Fn8n--mcp-green.svg)](https://github.com/czlonkowski/n8n-mcp/pkgs/container/n8n-mcp)
 [![Deploy on Railway](https://railway.com/button.svg)](https://railway.com/deploy/n8n-mcp?referralCode=n8n-mcp)
 
diff --git a/data/nodes.db b/data/nodes.db
index b996ba6..ffeafe6 100644
Binary files a/data/nodes.db and b/data/nodes.db differ
diff --git a/dist/mcp/handlers-n8n-manager.d.ts.map b/dist/mcp/handlers-n8n-manager.d.ts.map
index 5615b52..32b1f8d 100644
--- a/dist/mcp/handlers-n8n-manager.d.ts.map
+++ b/dist/mcp/handlers-n8n-manager.d.ts.map
@@ -1 +1 @@
-{"version":3,"file":"handlers-n8n-manager.d.ts","sourceRoot":"","sources":["../../src/mcp/handlers-n8n-manager.ts"],"names":[],"mappings":"AAAA,OAAO,EAAE,YAAY,EAAE,MAAM,4BAA4B,CAAC;AAE1D,OAAO,EAML,eAAe,EAGhB,MAAM,kBAAkB,CAAC;AAkB1B,OAAO,EAAE,cAAc,EAAE,MAAM,6BAA6B,CAAC;AAC7D,OAAO,EAAE,eAAe,EAA2B,MAAM,2BAA2B,CAAC;AAOrF,OAAO,EAAE,eAAe,EAAE,MAAM,+BAA+B,CAAC;AAqNhE,wBAAgB,0BAA0B,IAAI,MAAM,CAEnD;AAMD,wBAAgB,uBAAuB,gDAEtC;AAKD,wBAAgB,kBAAkB,IAAI,IAAI,CAIzC;AAED,wBAAgB,eAAe,CAAC,OAAO,CAAC,EAAE,eAAe,GAAG,YAAY,GAAG,IAAI,CAgF9E;AAqHD,wBAAsB,oBAAoB,CAAC,IAAI,EAAE,OAAO,EAAE,OAAO,CAAC,EAAE,eAAe,GAAG,OAAO,CAAC,eAAe,CAAC,CAmF7G;AAED,wBAAsB,iBAAiB,CAAC,IAAI,EAAE,OAAO,EAAE,OAAO,CAAC,EAAE,eAAe,GAAG,OAAO,CAAC,eAAe,CAAC,CAiC1G;AAED,wBAAsB,wBAAwB,CAAC,IAAI,EAAE,OAAO,EAAE,OAAO,CAAC,EAAE,eAAe,GAAG,OAAO,CAAC,eAAe,CAAC,CAoDjH;AAED,wBAAsB,0BAA0B,CAAC,IAAI,EAAE,OAAO,EAAE,OAAO,CAAC,EAAE,eAAe,GAAG,OAAO,CAAC,eAAe,CAAC,CAmDnH;AAED,wBAAsB,wBAAwB,CAAC,IAAI,EAAE,OAAO,EAAE,OAAO,CAAC,EAAE,eAAe,GAAG,OAAO,CAAC,eAAe,CAAC,CAyCjH;AAED,wBAAsB,oBAAoB,CACxC,IAAI,EAAE,OAAO,EACb,UAAU,EAAE,cAAc,EAC1B,OAAO,CAAC,EAAE,eAAe,GACxB,OAAO,CAAC,eAAe,CAAC,CA8H1B;AAeD,wBAAsB,oBAAoB,CAAC,IAAI,EAAE,OAAO,EAAE,OAAO,CAAC,EAAE,eAAe,GAAG,OAAO,CAAC,eAAe,CAAC,CAsC7G;AAED,wBAAsB,mBAAmB,CAAC,IAAI,EAAE,OAAO,EAAE,OAAO,CAAC,EAAE,eAAe,GAAG,OAAO,CAAC,eAAe,CAAC,CAiE5G;AAED,wBAAsB,sBAAsB,CAC1C,IAAI,EAAE,OAAO,EACb,UAAU,EAAE,cAAc,EAC1B,OAAO,CAAC,EAAE,eAAe,GACxB,OAAO,CAAC,eAAe,CAAC,CA0F1B;AAED,wBAAsB,qBAAqB,CACzC,IAAI,EAAE,OAAO,EACb,UAAU,EAAE,cAAc,EAC1B,OAAO,CAAC,EAAE,eAAe,GACxB,OAAO,CAAC,eAAe,CAAC,CAoK1B;AAQD,wBAAsB,kBAAkB,CAAC,IAAI,EAAE,OAAO,EAAE,OAAO,CAAC,EAAE,eAAe,GAAG,OAAO,CAAC,eAAe,CAAC,CAwJ3G;AAED,wBAAsB,kBAAkB,CAAC,IAAI,EAAE,OAAO,EAAE,OAAO,CAAC,EAAE,eAAe,GAAG,OAAO,CAAC,eAAe,CAAC,CA4F3G;AAED,wBAAsB,oBAAoB,CAAC,IAAI,EAAE,OAAO,EAAE,OAAO,CAAC,EAAE,eAAe,GAAG,OAAO,CAAC,eAAe,CAAC,CAgD7G;AAED,wBAAsB,qBAAqB,CAAC,IAAI,EAAE,OAAO,EAAE,OAAO,CAAC,EAAE,eAAe,GAAG,OAAO,CAAC,eAAe,CAAC,CAiC9G;AAID,wBAAsB,iBAAiB,CAAC,OAAO,CAAC,EAAE,eAAe,GAAG,OAAO,CAAC,eAAe,CAAC,CAwG3F;AAkLD,wBAAsB,gBAAgB,CAAC,OAAO,EAAE,GAAG,EAAE,OAAO,CAAC,EAAE,eAAe,GAAG,OAAO,CAAC,eAAe,CAAC,CAkQxG;AAED,wBAAsB,sBAAsB,CAC1C,IAAI,EAAE,OAAO,EACb,UAAU,EAAE,cAAc,EAC1B,OAAO,CAAC,EAAE,eAAe,GACxB,OAAO,CAAC,eAAe,CAAC,CAsL1B;AA+BD,wBAAsB,oBAAoB,CACxC,IAAI,EAAE,OAAO,EACb,eAAe,EAAE,eAAe,EAChC,UAAU,EAAE,cAAc,EAC1B,OAAO,CAAC,EAAE,eAAe,GACxB,OAAO,CAAC,eAAe,CAAC,CAoM1B;AAQD,wBAAsB,4BAA4B,CAAC,IAAI,EAAE,OAAO,EAAE,OAAO,CAAC,EAAE,eAAe,GAAG,OAAO,CAAC,eAAe,CAAC,CAyErH"}
\ No newline at end of file
+{"version":3,"file":"handlers-n8n-manager.d.ts","sourceRoot":"","sources":["../../src/mcp/handlers-n8n-manager.ts"],"names":[],"mappings":"AAAA,OAAO,EAAE,YAAY,EAAE,MAAM,4BAA4B,CAAC;AAE1D,OAAO,EAML,eAAe,EAGhB,MAAM,kBAAkB,CAAC;AAkB1B,OAAO,EAAE,cAAc,EAAE,MAAM,6BAA6B,CAAC;AAC7D,OAAO,EAAE,eAAe,EAA2B,MAAM,2BAA2B,CAAC;AAOrF,OAAO,EAAE,eAAe,EAAE,MAAM,+BAA+B,CAAC;AAqNhE,wBAAgB,0BAA0B,IAAI,MAAM,CAEnD;AAMD,wBAAgB,uBAAuB,gDAEtC;AAKD,wBAAgB,kBAAkB,IAAI,IAAI,CAIzC;AAED,wBAAgB,eAAe,CAAC,OAAO,CAAC,EAAE,eAAe,GAAG,YAAY,GAAG,IAAI,CAgF9E;AAqHD,wBAAsB,oBAAoB,CAAC,IAAI,EAAE,OAAO,EAAE,OAAO,CAAC,EAAE,eAAe,GAAG,OAAO,CAAC,eAAe,CAAC,CAmF7G;AAED,wBAAsB,iBAAiB,CAAC,IAAI,EAAE,OAAO,EAAE,OAAO,CAAC,EAAE,eAAe,GAAG,OAAO,CAAC,eAAe,CAAC,CAiC1G;AAED,wBAAsB,wBAAwB,CAAC,IAAI,EAAE,OAAO,EAAE,OAAO,CAAC,EAAE,eAAe,GAAG,OAAO,CAAC,eAAe,CAAC,CAoDjH;AAED,wBAAsB,0BAA0B,CAAC,IAAI,EAAE,OAAO,EAAE,OAAO,CAAC,EAAE,eAAe,GAAG,OAAO,CAAC,eAAe,CAAC,CAmDnH;AAED,wBAAsB,wBAAwB,CAAC,IAAI,EAAE,OAAO,EAAE,OAAO,CAAC,EAAE,eAAe,GAAG,OAAO,CAAC,eAAe,CAAC,CAyCjH;AAED,wBAAsB,oBAAoB,CACxC,IAAI,EAAE,OAAO,EACb,UAAU,EAAE,cAAc,EAC1B,OAAO,CAAC,EAAE,eAAe,GACxB,OAAO,CAAC,eAAe,CAAC,CA8H1B;AAeD,wBAAsB,oBAAoB,CAAC,IAAI,EAAE,OAAO,EAAE,OAAO,CAAC,EAAE,eAAe,GAAG,OAAO,CAAC,eAAe,CAAC,CAsC7G;AAED,wBAAsB,mBAAmB,CAAC,IAAI,EAAE,OAAO,EAAE,OAAO,CAAC,EAAE,eAAe,GAAG,OAAO,CAAC,eAAe,CAAC,CAiE5G;AAED,wBAAsB,sBAAsB,CAC1C,IAAI,EAAE,OAAO,EACb,UAAU,EAAE,cAAc,EAC1B,OAAO,CAAC,EAAE,eAAe,GACxB,OAAO,CAAC,eAAe,CAAC,CA0F1B;AAED,wBAAsB,qBAAqB,CACzC,IAAI,EAAE,OAAO,EACb,UAAU,EAAE,cAAc,EAC1B,OAAO,CAAC,EAAE,eAAe,GACxB,OAAO,CAAC,eAAe,CAAC,CAoK1B;AAQD,wBAAsB,kBAAkB,CAAC,IAAI,EAAE,OAAO,EAAE,OAAO,CAAC,EAAE,eAAe,GAAG,OAAO,CAAC,eAAe,CAAC,CAwJ3G;AAED,wBAAsB,kBAAkB,CAAC,IAAI,EAAE,OAAO,EAAE,OAAO,CAAC,EAAE,eAAe,GAAG,OAAO,CAAC,eAAe,CAAC,CA8H3G;AAED,wBAAsB,oBAAoB,CAAC,IAAI,EAAE,OAAO,EAAE,OAAO,CAAC,EAAE,eAAe,GAAG,OAAO,CAAC,eAAe,CAAC,CAgD7G;AAED,wBAAsB,qBAAqB,CAAC,IAAI,EAAE,OAAO,EAAE,OAAO,CAAC,EAAE,eAAe,GAAG,OAAO,CAAC,eAAe,CAAC,CAiC9G;AAID,wBAAsB,iBAAiB,CAAC,OAAO,CAAC,EAAE,eAAe,GAAG,OAAO,CAAC,eAAe,CAAC,CAwG3F;AAkLD,wBAAsB,gBAAgB,CAAC,OAAO,EAAE,GAAG,EAAE,OAAO,CAAC,EAAE,eAAe,GAAG,OAAO,CAAC,eAAe,CAAC,CAkQxG;AAED,wBAAsB,sBAAsB,CAC1C,IAAI,EAAE,OAAO,EACb,UAAU,EAAE,cAAc,EAC1B,OAAO,CAAC,EAAE,eAAe,GACxB,OAAO,CAAC,eAAe,CAAC,CAsL1B;AA+BD,wBAAsB,oBAAoB,CACxC,IAAI,EAAE,OAAO,EACb,eAAe,EAAE,eAAe,EAChC,UAAU,EAAE,cAAc,EAC1B,OAAO,CAAC,EAAE,eAAe,GACxB,OAAO,CAAC,eAAe,CAAC,CAoM1B;AAQD,wBAAsB,4BAA4B,CAAC,IAAI,EAAE,OAAO,EAAE,OAAO,CAAC,EAAE,eAAe,GAAG,OAAO,CAAC,eAAe,CAAC,CAyErH"}
\ No newline at end of file
diff --git a/dist/mcp/handlers-n8n-manager.js b/dist/mcp/handlers-n8n-manager.js
index 738dfb6..b869bc5 100644
--- a/dist/mcp/handlers-n8n-manager.js
+++ b/dist/mcp/handlers-n8n-manager.js
@@ -1024,14 +1024,18 @@ async function handleGetExecution(args, context) {
         const client = ensureApiConfigured(context);
         const schema = zod_1.z.object({
             id: zod_1.z.string(),
-            mode: zod_1.z.enum(['preview', 'summary', 'filtered', 'full']).optional(),
+            mode: zod_1.z.enum(['preview', 'summary', 'filtered', 'full', 'error']).optional(),
             nodeNames: zod_1.z.array(zod_1.z.string()).optional(),
             itemsLimit: zod_1.z.number().optional(),
             includeInputData: zod_1.z.boolean().optional(),
-            includeData: zod_1.z.boolean().optional()
+            includeData: zod_1.z.boolean().optional(),
+            errorItemsLimit: zod_1.z.number().min(0).max(100).optional(),
+            includeStackTrace: zod_1.z.boolean().optional(),
+            includeExecutionPath: zod_1.z.boolean().optional(),
+            fetchWorkflow: zod_1.z.boolean().optional()
         });
         const params = schema.parse(args);
-        const { id, mode, nodeNames, itemsLimit, includeInputData, includeData } = params;
+        const { id, mode, nodeNames, itemsLimit, includeInputData, includeData, errorItemsLimit, includeStackTrace, includeExecutionPath, fetchWorkflow } = params;
         let effectiveMode = mode;
         if (!effectiveMode && includeData !== undefined) {
             effectiveMode = includeData ? 'summary' : undefined;
@@ -1044,13 +1048,28 @@ async function handleGetExecution(args, context) {
                 data: execution
             };
         }
+        let workflow;
+        if (effectiveMode === 'error' && fetchWorkflow !== false && execution.workflowId) {
+            try {
+                workflow = await client.getWorkflow(execution.workflowId);
+            }
+            catch (e) {
+                logger_1.logger.debug('Could not fetch workflow for error analysis', {
+                    workflowId: execution.workflowId,
+                    error: e instanceof Error ? e.message : 'Unknown error'
+                });
+            }
+        }
         const filterOptions = {
             mode: effectiveMode,
             nodeNames,
             itemsLimit,
-            includeInputData
+            includeInputData,
+            errorItemsLimit,
+            includeStackTrace,
+            includeExecutionPath
         };
-        const processedExecution = (0, execution_processor_1.processExecution)(execution, filterOptions);
+        const processedExecution = (0, execution_processor_1.processExecution)(execution, filterOptions, workflow);
         return {
             success: true,
             data: processedExecution
diff --git a/dist/mcp/handlers-n8n-manager.js.map b/dist/mcp/handlers-n8n-manager.js.map
index acba5c3..b84edb3 100644
--- a/dist/mcp/handlers-n8n-manager.js.map
+++ b/dist/mcp/handlers-n8n-manager.js.map
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/dist/mcp/tool-docs/workflow_management/n8n-executions.d.ts.map b/dist/mcp/tool-docs/workflow_management/n8n-executions.d.ts.map
index 9578751..41093c2 100644
--- a/dist/mcp/tool-docs/workflow_management/n8n-executions.d.ts.map
+++ b/dist/mcp/tool-docs/workflow_management/n8n-executions.d.ts.map
@@ -1 +1 @@
-{"version":3,"file":"n8n-executions.d.ts","sourceRoot":"","sources":["../../../../src/mcp/tool-docs/workflow_management/n8n-executions.ts"],"names":[],"mappings":"AAAA,OAAO,EAAE,iBAAiB,EAAE,MAAM,UAAU,CAAC;AAE7C,eAAO,MAAM,gBAAgB,EAAE,iBA+E9B,CAAC"}
\ No newline at end of file
+{"version":3,"file":"n8n-executions.d.ts","sourceRoot":"","sources":["../../../../src/mcp/tool-docs/workflow_management/n8n-executions.ts"],"names":[],"mappings":"AAAA,OAAO,EAAE,iBAAiB,EAAE,MAAM,UAAU,CAAC;AAE7C,eAAO,MAAM,gBAAgB,EAAE,iBAwG9B,CAAC"}
\ No newline at end of file
diff --git a/dist/mcp/tool-docs/workflow_management/n8n-executions.js b/dist/mcp/tool-docs/workflow_management/n8n-executions.js
index 8226158..8af411e 100644
--- a/dist/mcp/tool-docs/workflow_management/n8n-executions.js
+++ b/dist/mcp/tool-docs/workflow_management/n8n-executions.js
@@ -6,13 +6,14 @@ exports.n8nExecutionsDoc = {
     category: 'workflow_management',
     essentials: {
         description: 'Manage workflow executions: get details, list, or delete. Unified tool for all execution operations.',
-        keyParameters: ['action', 'id', 'workflowId', 'status'],
-        example: 'n8n_executions({action: "list", workflowId: "abc123", status: "error"})',
+        keyParameters: ['action', 'id', 'workflowId', 'status', 'mode'],
+        example: 'n8n_executions({action: "get", id: "exec_456", mode: "error"})',
         performance: 'Fast (50-200ms)',
         tips: [
             'action="get": Get execution details by ID',
             'action="list": List executions with filters',
             'action="delete": Delete execution record',
+            'Use mode="error" for efficient failure debugging (80-90% token savings)',
             'Use mode parameter for action=get to control detail level'
         ]
     },
@@ -26,14 +27,26 @@ exports.n8nExecutionsDoc = {
 - preview: Structure only, no data
 - summary: 2 items per node (default)
 - filtered: Custom items limit, optionally filter by node names
-- full: All execution data (can be very large)`,
+- full: All execution data (can be very large)
+- error: Optimized for debugging failures - extracts error info, upstream context, and AI suggestions
+
+**Error Mode Features:**
+- Extracts error message, type, and node configuration
+- Samples input data from upstream node (configurable limit)
+- Shows execution path leading to error
+- Provides AI-friendly fix suggestions based on error patterns
+- Token-efficient (80-90% smaller than full mode)`,
         parameters: {
             action: { type: 'string', required: true, description: 'Operation: "get", "list", or "delete"' },
             id: { type: 'string', required: false, description: 'Execution ID (required for action=get or action=delete)' },
-            mode: { type: 'string', required: false, description: 'For action=get: "preview", "summary" (default), "filtered", "full"' },
+            mode: { type: 'string', required: false, description: 'For action=get: "preview", "summary" (default), "filtered", "full", "error"' },
             nodeNames: { type: 'array', required: false, description: 'For action=get with mode=filtered: Filter to specific nodes by name' },
             itemsLimit: { type: 'number', required: false, description: 'For action=get with mode=filtered: Items per node (0=structure, 2=default, -1=unlimited)' },
             includeInputData: { type: 'boolean', required: false, description: 'For action=get: Include input data in addition to output (default: false)' },
+            errorItemsLimit: { type: 'number', required: false, description: 'For action=get with mode=error: Sample items from upstream (default: 2, max: 100)' },
+            includeStackTrace: { type: 'boolean', required: false, description: 'For action=get with mode=error: Include full stack trace (default: false, shows truncated)' },
+            includeExecutionPath: { type: 'boolean', required: false, description: 'For action=get with mode=error: Include execution path (default: true)' },
+            fetchWorkflow: { type: 'boolean', required: false, description: 'For action=get with mode=error: Fetch workflow for accurate upstream detection (default: true)' },
             workflowId: { type: 'string', required: false, description: 'For action=list: Filter by workflow ID' },
             status: { type: 'string', required: false, description: 'For action=list: Filter by status ("success", "error", "waiting")' },
             limit: { type: 'number', required: false, description: 'For action=list: Number of results (1-100, default: 100)' },
@@ -42,10 +55,15 @@ exports.n8nExecutionsDoc = {
             includeData: { type: 'boolean', required: false, description: 'For action=list: Include execution data (default: false)' }
         },
         returns: `Depends on action:
-- get: Execution object with data based on mode
+- get (error mode): { errorInfo: { primaryError, upstreamContext, executionPath, suggestions }, summary }
+- get (other modes): Execution object with data based on mode
 - list: { data: [...executions], nextCursor?: string }
 - delete: { success: boolean, message: string }`,
         examples: [
+            '// Debug a failed execution (recommended for errors)\nn8n_executions({action: "get", id: "exec_456", mode: "error"})',
+            '// Debug with more sample data from upstream\nn8n_executions({action: "get", id: "exec_456", mode: "error", errorItemsLimit: 5})',
+            '// Debug with full stack trace\nn8n_executions({action: "get", id: "exec_456", mode: "error", includeStackTrace: true})',
+            '// Debug without workflow fetch (faster but less accurate)\nn8n_executions({action: "get", id: "exec_456", mode: "error", fetchWorkflow: false})',
             '// List recent executions for a workflow\nn8n_executions({action: "list", workflowId: "abc123", limit: 10})',
             '// List failed executions\nn8n_executions({action: "list", status: "error"})',
             '// Get execution summary\nn8n_executions({action: "get", id: "exec_456"})',
@@ -54,7 +72,10 @@ exports.n8nExecutionsDoc = {
             '// Delete an execution\nn8n_executions({action: "delete", id: "exec_456"})'
         ],
         useCases: [
-            'Debug workflow failures (get with mode=full)',
+            'Debug workflow failures efficiently (mode=error) - 80-90% token savings',
+            'Get AI suggestions for fixing common errors',
+            'Analyze input data that caused failure',
+            'Debug workflow failures with full data (mode=full)',
             'Monitor workflow health (list with status filter)',
             'Audit execution history',
             'Clean up old execution records',
@@ -63,18 +84,22 @@ exports.n8nExecutionsDoc = {
         performance: `Response times:
 - list: 50-150ms depending on filters
 - get (preview/summary): 30-100ms
+- get (error): 50-200ms (includes optional workflow fetch)
 - get (full): 100-500ms+ depending on data size
 - delete: 30-80ms`,
         bestPractices: [
-            'Use mode="summary" (default) for debugging - shows enough data',
+            'Use mode="error" for debugging failed executions - 80-90% token savings vs full',
+            'Use mode="summary" (default) for quick inspection',
             'Use mode="filtered" with nodeNames for large workflows',
             'Filter by workflowId when listing to reduce results',
             'Use cursor for pagination through large result sets',
+            'Set fetchWorkflow=false if you already know the workflow structure',
             'Delete old executions to save storage'
         ],
         pitfalls: [
             'Requires N8N_API_URL and N8N_API_KEY configured',
             'mode="full" can return very large responses for complex workflows',
+            'mode="error" fetches workflow by default (adds ~50-100ms), disable with fetchWorkflow=false',
             'Execution must exist or returns 404',
             'Delete is permanent - cannot undo'
         ],
diff --git a/dist/mcp/tool-docs/workflow_management/n8n-executions.js.map b/dist/mcp/tool-docs/workflow_management/n8n-executions.js.map
index 06ed7fc..88a14ee 100644
--- a/dist/mcp/tool-docs/workflow_management/n8n-executions.js.map
+++ b/dist/mcp/tool-docs/workflow_management/n8n-executions.js.map
@@ -1 +1 @@
-{"version":3,"file":"n8n-executions.js","sourceRoot":"","sources":["../../../../src/mcp/tool-docs/workflow_management/n8n-executions.ts"],"names":[],"mappings":";;;AAEa,QAAA,gBAAgB,GAAsB;IACjD,IAAI,EAAE,gBAAgB;IACtB,QAAQ,EAAE,qBAAqB;IAC/B,UAAU,EAAE;QACV,WAAW,EAAE,sGAAsG;QACnH,aAAa,EAAE,CAAC,QAAQ,EAAE,IAAI,EAAE,YAAY,EAAE,QAAQ,CAAC;QACvD,OAAO,EAAE,yEAAyE;QAClF,WAAW,EAAE,iBAAiB;QAC9B,IAAI,EAAE;YACJ,2CAA2C;YAC3C,6CAA6C;YAC7C,0CAA0C;YAC1C,2DAA2D;SAC5D;KACF;IACD,IAAI,EAAE;QACJ,WAAW,EAAE;;;;;;;;;+CAS8B;QAC3C,UAAU,EAAE;YACV,MAAM,EAAE,EAAE,IAAI,EAAE,QAAQ,EAAE,QAAQ,EAAE,IAAI,EAAE,WAAW,EAAE,uCAAuC,EAAE;YAChG,EAAE,EAAE,EAAE,IAAI,EAAE,QAAQ,EAAE,QAAQ,EAAE,KAAK,EAAE,WAAW,EAAE,yDAAyD,EAAE;YAC/G,IAAI,EAAE,EAAE,IAAI,EAAE,QAAQ,EAAE,QAAQ,EAAE,KAAK,EAAE,WAAW,EAAE,oEAAoE,EAAE;YAC5H,SAAS,EAAE,EAAE,IAAI,EAAE,OAAO,EAAE,QAAQ,EAAE,KAAK,EAAE,WAAW,EAAE,qEAAqE,EAAE;YACjI,UAAU,EAAE,EAAE,IAAI,EAAE,QAAQ,EAAE,QAAQ,EAAE,KAAK,EAAE,WAAW,EAAE,0FAA0F,EAAE;YACxJ,gBAAgB,EAAE,EAAE,IAAI,EAAE,SAAS,EAAE,QAAQ,EAAE,KAAK,EAAE,WAAW,EAAE,2EAA2E,EAAE;YAChJ,UAAU,EAAE,EAAE,IAAI,EAAE,QAAQ,EAAE,QAAQ,EAAE,KAAK,EAAE,WAAW,EAAE,wCAAwC,EAAE;YACtG,MAAM,EAAE,EAAE,IAAI,EAAE,QAAQ,EAAE,QAAQ,EAAE,KAAK,EAAE,WAAW,EAAE,mEAAmE,EAAE;YAC7H,KAAK,EAAE,EAAE,IAAI,EAAE,QAAQ,EAAE,QAAQ,EAAE,KAAK,EAAE,WAAW,EAAE,0DAA0D,EAAE;YACnH,MAAM,EAAE,EAAE,IAAI,EAAE,QAAQ,EAAE,QAAQ,EAAE,KAAK,EAAE,WAAW,EAAE,2DAA2D,EAAE;YACrH,SAAS,EAAE,EAAE,IAAI,EAAE,QAAQ,EAAE,QAAQ,EAAE,KAAK,EAAE,WAAW,EAAE,oDAAoD,EAAE;YACjH,WAAW,EAAE,EAAE,IAAI,EAAE,SAAS,EAAE,QAAQ,EAAE,KAAK,EAAE,WAAW,EAAE,0DAA0D,EAAE;SAC3H;QACD,OAAO,EAAE;;;gDAGmC;QAC5C,QAAQ,EAAE;YACR,6GAA6G;YAC7G,8EAA8E;YAC9E,2EAA2E;YAC3E,2FAA2F;YAC3F,+IAA+I;YAC/I,4EAA4E;SAC7E;QACD,QAAQ,EAAE;YACR,8CAA8C;YAC9C,mDAAmD;YACnD,yBAAyB;YACzB,gCAAgC;YAChC,+BAA+B;SAChC;QACD,WAAW,EAAE;;;;kBAIC;QACd,aAAa,EAAE;YACb,gEAAgE;YAChE,wDAAwD;YACxD,qDAAqD;YACrD,qDAAqD;YACrD,uCAAuC;SACxC;QACD,QAAQ,EAAE;YACR,iDAAiD;YACjD,mEAAmE;YACnE,qCAAqC;YACrC,mCAAmC;SACpC;QACD,YAAY,EAAE,CAAC,kBAAkB,EAAE,mBAAmB,EAAE,uBAAuB,CAAC;KACjF;CACF,CAAC"}
\ No newline at end of file
+{"version":3,"file":"n8n-executions.js","sourceRoot":"","sources":["../../../../src/mcp/tool-docs/workflow_management/n8n-executions.ts"],"names":[],"mappings":";;;AAEa,QAAA,gBAAgB,GAAsB;IACjD,IAAI,EAAE,gBAAgB;IACtB,QAAQ,EAAE,qBAAqB;IAC/B,UAAU,EAAE;QACV,WAAW,EAAE,sGAAsG;QACnH,aAAa,EAAE,CAAC,QAAQ,EAAE,IAAI,EAAE,YAAY,EAAE,QAAQ,EAAE,MAAM,CAAC;QAC/D,OAAO,EAAE,gEAAgE;QACzE,WAAW,EAAE,iBAAiB;QAC9B,IAAI,EAAE;YACJ,2CAA2C;YAC3C,6CAA6C;YAC7C,0CAA0C;YAC1C,yEAAyE;YACzE,2DAA2D;SAC5D;KACF;IACD,IAAI,EAAE;QACJ,WAAW,EAAE;;;;;;;;;;;;;;;;;kDAiBiC;QAC9C,UAAU,EAAE;YACV,MAAM,EAAE,EAAE,IAAI,EAAE,QAAQ,EAAE,QAAQ,EAAE,IAAI,EAAE,WAAW,EAAE,uCAAuC,EAAE;YAChG,EAAE,EAAE,EAAE,IAAI,EAAE,QAAQ,EAAE,QAAQ,EAAE,KAAK,EAAE,WAAW,EAAE,yDAAyD,EAAE;YAC/G,IAAI,EAAE,EAAE,IAAI,EAAE,QAAQ,EAAE,QAAQ,EAAE,KAAK,EAAE,WAAW,EAAE,6EAA6E,EAAE;YACrI,SAAS,EAAE,EAAE,IAAI,EAAE,OAAO,EAAE,QAAQ,EAAE,KAAK,EAAE,WAAW,EAAE,qEAAqE,EAAE;YACjI,UAAU,EAAE,EAAE,IAAI,EAAE,QAAQ,EAAE,QAAQ,EAAE,KAAK,EAAE,WAAW,EAAE,0FAA0F,EAAE;YACxJ,gBAAgB,EAAE,EAAE,IAAI,EAAE,SAAS,EAAE,QAAQ,EAAE,KAAK,EAAE,WAAW,EAAE,2EAA2E,EAAE;YAChJ,eAAe,EAAE,EAAE,IAAI,EAAE,QAAQ,EAAE,QAAQ,EAAE,KAAK,EAAE,WAAW,EAAE,mFAAmF,EAAE;YACtJ,iBAAiB,EAAE,EAAE,IAAI,EAAE,SAAS,EAAE,QAAQ,EAAE,KAAK,EAAE,WAAW,EAAE,4FAA4F,EAAE;YAClK,oBAAoB,EAAE,EAAE,IAAI,EAAE,SAAS,EAAE,QAAQ,EAAE,KAAK,EAAE,WAAW,EAAE,wEAAwE,EAAE;YACjJ,aAAa,EAAE,EAAE,IAAI,EAAE,SAAS,EAAE,QAAQ,EAAE,KAAK,EAAE,WAAW,EAAE,gGAAgG,EAAE;YAClK,UAAU,EAAE,EAAE,IAAI,EAAE,QAAQ,EAAE,QAAQ,EAAE,KAAK,EAAE,WAAW,EAAE,wCAAwC,EAAE;YACtG,MAAM,EAAE,EAAE,IAAI,EAAE,QAAQ,EAAE,QAAQ,EAAE,KAAK,EAAE,WAAW,EAAE,mEAAmE,EAAE;YAC7H,KAAK,EAAE,EAAE,IAAI,EAAE,QAAQ,EAAE,QAAQ,EAAE,KAAK,EAAE,WAAW,EAAE,0DAA0D,EAAE;YACnH,MAAM,EAAE,EAAE,IAAI,EAAE,QAAQ,EAAE,QAAQ,EAAE,KAAK,EAAE,WAAW,EAAE,2DAA2D,EAAE;YACrH,SAAS,EAAE,EAAE,IAAI,EAAE,QAAQ,EAAE,QAAQ,EAAE,KAAK,EAAE,WAAW,EAAE,oDAAoD,EAAE;YACjH,WAAW,EAAE,EAAE,IAAI,EAAE,SAAS,EAAE,QAAQ,EAAE,KAAK,EAAE,WAAW,EAAE,0DAA0D,EAAE;SAC3H;QACD,OAAO,EAAE;;;;gDAImC;QAC5C,QAAQ,EAAE;YACR,sHAAsH;YACtH,kIAAkI;YAClI,yHAAyH;YACzH,kJAAkJ;YAClJ,6GAA6G;YAC7G,8EAA8E;YAC9E,2EAA2E;YAC3E,2FAA2F;YAC3F,+IAA+I;YAC/I,4EAA4E;SAC7E;QACD,QAAQ,EAAE;YACR,yEAAyE;YACzE,6CAA6C;YAC7C,wCAAwC;YACxC,oDAAoD;YACpD,mDAAmD;YACnD,yBAAyB;YACzB,gCAAgC;YAChC,+BAA+B;SAChC;QACD,WAAW,EAAE;;;;;kBAKC;QACd,aAAa,EAAE;YACb,iFAAiF;YACjF,mDAAmD;YACnD,wDAAwD;YACxD,qDAAqD;YACrD,qDAAqD;YACrD,oEAAoE;YACpE,uCAAuC;SACxC;QACD,QAAQ,EAAE;YACR,iDAAiD;YACjD,mEAAmE;YACnE,6FAA6F;YAC7F,qCAAqC;YACrC,mCAAmC;SACpC;QACD,YAAY,EAAE,CAAC,kBAAkB,EAAE,mBAAmB,EAAE,uBAAuB,CAAC;KACjF;CACF,CAAC"}
\ No newline at end of file
diff --git a/dist/mcp/tools-n8n-manager.d.ts.map b/dist/mcp/tools-n8n-manager.d.ts.map
index fe6bddb..9f5c272 100644
--- a/dist/mcp/tools-n8n-manager.d.ts.map
+++ b/dist/mcp/tools-n8n-manager.d.ts.map
@@ -1 +1 @@
-{"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,EAmf9C,CAAC"}
\ No newline at end of file
+{"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,EAogB9C,CAAC"}
\ No newline at end of file
diff --git a/dist/mcp/tools-n8n-manager.js b/dist/mcp/tools-n8n-manager.js
index 32373a9..aad67af 100644
--- a/dist/mcp/tools-n8n-manager.js
+++ b/dist/mcp/tools-n8n-manager.js
@@ -336,8 +336,8 @@ exports.n8nManagementTools = [
                 },
                 mode: {
                     type: 'string',
-                    enum: ['preview', 'summary', 'filtered', 'full'],
-                    description: 'For action=get: preview=structure only, summary=2 items (default), filtered=custom, full=all data'
+                    enum: ['preview', 'summary', 'filtered', 'full', 'error'],
+                    description: 'For action=get: preview=structure only, summary=2 items (default), filtered=custom, full=all data, error=optimized error debugging'
                 },
                 nodeNames: {
                     type: 'array',
@@ -352,6 +352,22 @@ exports.n8nManagementTools = [
                     type: 'boolean',
                     description: 'For action=get: include input data in addition to output (default: false)'
                 },
+                errorItemsLimit: {
+                    type: 'number',
+                    description: 'For action=get with mode=error: sample items from upstream node (default: 2, max: 100)'
+                },
+                includeStackTrace: {
+                    type: 'boolean',
+                    description: 'For action=get with mode=error: include full stack trace (default: false, shows truncated)'
+                },
+                includeExecutionPath: {
+                    type: 'boolean',
+                    description: 'For action=get with mode=error: include execution path leading to error (default: true)'
+                },
+                fetchWorkflow: {
+                    type: 'boolean',
+                    description: 'For action=get with mode=error: fetch workflow for accurate upstream detection (default: true)'
+                },
                 limit: {
                     type: 'number',
                     description: 'For action=list: number of executions to return (1-100, default: 100)'
diff --git a/dist/mcp/tools-n8n-manager.js.map b/dist/mcp/tools-n8n-manager.js.map
index 1bb08df..5130d4f 100644
--- a/dist/mcp/tools-n8n-manager.js.map
+++ b/dist/mcp/tools-n8n-manager.js.map
@@ -1 +1 @@
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\ No newline at end of file
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\ No newline at end of file
diff --git a/dist/services/execution-processor.d.ts b/dist/services/execution-processor.d.ts
index 0702206..2ea34ae 100644
--- a/dist/services/execution-processor.d.ts
+++ b/dist/services/execution-processor.d.ts
@@ -1,8 +1,8 @@
-import { Execution, ExecutionPreview, ExecutionRecommendation, ExecutionFilterOptions, FilteredExecutionResponse } from '../types/n8n-api';
+import { Execution, ExecutionPreview, ExecutionRecommendation, ExecutionFilterOptions, FilteredExecutionResponse, Workflow } from '../types/n8n-api';
 export declare function generatePreview(execution: Execution): {
     preview: ExecutionPreview;
     recommendation: ExecutionRecommendation;
 };
-export declare function filterExecutionData(execution: Execution, options: ExecutionFilterOptions): FilteredExecutionResponse;
-export declare function processExecution(execution: Execution, options?: ExecutionFilterOptions): FilteredExecutionResponse | Execution;
+export declare function filterExecutionData(execution: Execution, options: ExecutionFilterOptions, workflow?: Workflow): FilteredExecutionResponse;
+export declare function processExecution(execution: Execution, options?: ExecutionFilterOptions, workflow?: Workflow): FilteredExecutionResponse | Execution;
 //# sourceMappingURL=execution-processor.d.ts.map
\ No newline at end of file
diff --git a/dist/services/execution-processor.d.ts.map b/dist/services/execution-processor.d.ts.map
index 6d62e75..78c4527 100644
--- a/dist/services/execution-processor.d.ts.map
+++ b/dist/services/execution-processor.d.ts.map
@@ -1 +1 @@
-{"version":3,"file":"execution-processor.d.ts","sourceRoot":"","sources":["../../src/services/execution-processor.ts"],"names":[],"mappings":"AAaA,OAAO,EACL,SAAS,EAET,gBAAgB,EAEhB,uBAAuB,EACvB,sBAAsB,EACtB,yBAAyB,EAG1B,MAAM,kBAAkB,CAAC;AA+G1B,wBAAgB,eAAe,CAAC,SAAS,EAAE,SAAS,GAAG;IACrD,OAAO,EAAE,gBAAgB,CAAC;IAC1B,cAAc,EAAE,uBAAuB,CAAC;CACzC,CA2EA;AAoID,wBAAgB,mBAAmB,CACjC,SAAS,EAAE,SAAS,EACpB,OAAO,EAAE,sBAAsB,GAC9B,yBAAyB,CA2J3B;AAMD,wBAAgB,gBAAgB,CAC9B,SAAS,EAAE,SAAS,EACpB,OAAO,GAAE,sBAA2B,GACnC,yBAAyB,GAAG,SAAS,CAOvC"}
\ No newline at end of file
+{"version":3,"file":"execution-processor.d.ts","sourceRoot":"","sources":["../../src/services/execution-processor.ts"],"names":[],"mappings":"AAaA,OAAO,EACL,SAAS,EAET,gBAAgB,EAEhB,uBAAuB,EACvB,sBAAsB,EACtB,yBAAyB,EAGzB,QAAQ,EACT,MAAM,kBAAkB,CAAC;AAgH1B,wBAAgB,eAAe,CAAC,SAAS,EAAE,SAAS,GAAG;IACrD,OAAO,EAAE,gBAAgB,CAAC;IAC1B,cAAc,EAAE,uBAAuB,CAAC;CACzC,CA2EA;AAoID,wBAAgB,mBAAmB,CACjC,SAAS,EAAE,SAAS,EACpB,OAAO,EAAE,sBAAsB,EAC/B,QAAQ,CAAC,EAAE,QAAQ,GAClB,yBAAyB,CAsL3B;AAMD,wBAAgB,gBAAgB,CAC9B,SAAS,EAAE,SAAS,EACpB,OAAO,GAAE,sBAA2B,EACpC,QAAQ,CAAC,EAAE,QAAQ,GAClB,yBAAyB,GAAG,SAAS,CAOvC"}
\ No newline at end of file
diff --git a/dist/services/execution-processor.js b/dist/services/execution-processor.js
index 83d510b..9291d92 100644
--- a/dist/services/execution-processor.js
+++ b/dist/services/execution-processor.js
@@ -4,6 +4,7 @@ exports.generatePreview = generatePreview;
 exports.filterExecutionData = filterExecutionData;
 exports.processExecution = processExecution;
 const logger_1 = require("../utils/logger");
+const error_execution_processor_1 = require("./error-execution-processor");
 const THRESHOLDS = {
     CHAR_SIZE_BYTES: 2,
     OVERHEAD_PER_OBJECT: 50,
@@ -231,7 +232,7 @@ function truncateItems(items, limit) {
         },
     };
 }
-function filterExecutionData(execution, options) {
+function filterExecutionData(execution, options, workflow) {
     const mode = options.mode || 'summary';
     let itemsLimit = options.itemsLimit !== undefined ? options.itemsLimit : 2;
     if (itemsLimit !== -1) {
@@ -265,6 +266,27 @@ function filterExecutionData(execution, options) {
         response.recommendation = recommendation;
         return response;
     }
+    if (mode === 'error') {
+        const errorAnalysis = (0, error_execution_processor_1.processErrorExecution)(execution, {
+            itemsLimit: options.errorItemsLimit ?? 2,
+            includeStackTrace: options.includeStackTrace ?? false,
+            includeExecutionPath: options.includeExecutionPath !== false,
+            workflow
+        });
+        const runData = execution.data?.resultData?.runData || {};
+        const executedNodes = Object.keys(runData).length;
+        response.errorInfo = errorAnalysis;
+        response.summary = {
+            totalNodes: executedNodes,
+            executedNodes,
+            totalItems: 0,
+            hasMoreData: false
+        };
+        if (execution.data?.resultData?.error) {
+            response.error = execution.data.resultData.error;
+        }
+        return response;
+    }
     if (!execution.data?.resultData?.runData) {
         response.summary = {
             totalNodes: 0,
@@ -350,10 +372,10 @@ function filterExecutionData(execution, options) {
     }
     return response;
 }
-function processExecution(execution, options = {}) {
+function processExecution(execution, options = {}, workflow) {
     if (!options.mode && !options.nodeNames && options.itemsLimit === undefined) {
         return execution;
     }
-    return filterExecutionData(execution, options);
+    return filterExecutionData(execution, options, workflow);
 }
 //# sourceMappingURL=execution-processor.js.map
\ No newline at end of file
diff --git a/dist/services/execution-processor.js.map b/dist/services/execution-processor.js.map
index 0e830d4..a96f21a 100644
--- a/dist/services/execution-processor.js.map
+++ b/dist/services/execution-processor.js.map
@@ -1 +1 @@
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\ No newline at end of file
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\ No newline at end of file
diff --git a/dist/types/n8n-api.d.ts b/dist/types/n8n-api.d.ts
index 8978a7a..e7cee9e 100644
--- a/dist/types/n8n-api.d.ts
+++ b/dist/types/n8n-api.d.ts
@@ -267,7 +267,7 @@ export interface McpToolResponse {
     executionId?: string;
     workflowId?: string;
 }
-export type ExecutionMode = 'preview' | 'summary' | 'filtered' | 'full';
+export type ExecutionMode = 'preview' | 'summary' | 'filtered' | 'full' | 'error';
 export interface ExecutionPreview {
     totalNodes: number;
     executedNodes: number;
@@ -296,6 +296,9 @@ export interface ExecutionFilterOptions {
     itemsLimit?: number;
     includeInputData?: boolean;
     fieldsToInclude?: string[];
+    errorItemsLimit?: number;
+    includeStackTrace?: boolean;
+    includeExecutionPath?: boolean;
 }
 export interface FilteredExecutionResponse {
     id: string;
@@ -316,6 +319,7 @@ export interface FilteredExecutionResponse {
     };
     nodes?: Record<string, FilteredNodeData>;
     error?: Record<string, unknown>;
+    errorInfo?: ErrorAnalysis;
 }
 export interface FilteredNodeData {
     executionTime?: number;
@@ -333,4 +337,39 @@ export interface FilteredNodeData {
         };
     };
 }
+export interface ErrorAnalysis {
+    primaryError: {
+        message: string;
+        errorType: string;
+        nodeName: string;
+        nodeType: string;
+        nodeId?: string;
+        nodeParameters?: Record<string, unknown>;
+        stackTrace?: string;
+    };
+    upstreamContext?: {
+        nodeName: string;
+        nodeType: string;
+        itemCount: number;
+        sampleItems: unknown[];
+        dataStructure: Record<string, unknown>;
+    };
+    executionPath?: Array<{
+        nodeName: string;
+        status: 'success' | 'error' | 'skipped';
+        itemCount: number;
+        executionTime?: number;
+    }>;
+    additionalErrors?: Array<{
+        nodeName: string;
+        message: string;
+    }>;
+    suggestions?: ErrorSuggestion[];
+}
+export interface ErrorSuggestion {
+    type: 'fix' | 'investigate' | 'workaround';
+    title: string;
+    description: string;
+    confidence: 'high' | 'medium' | 'low';
+}
 //# sourceMappingURL=n8n-api.d.ts.map
\ No newline at end of file
diff --git a/dist/types/n8n-api.d.ts.map b/dist/types/n8n-api.d.ts.map
index 8f68fd9..0b577a8 100644
--- a/dist/types/n8n-api.d.ts.map
+++ b/dist/types/n8n-api.d.ts.map
@@ -1 +1 @@
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\ No newline at end of file
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\ No newline at end of file
diff --git a/package-lock.json b/package-lock.json
index d418acd..ccebe91 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1,25 +1,25 @@
 {
   "name": "n8n-mcp",
-  "version": "2.29.5",
+  "version": "2.31.1",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
       "name": "n8n-mcp",
-      "version": "2.29.5",
+      "version": "2.31.1",
       "license": "MIT",
       "dependencies": {
         "@modelcontextprotocol/sdk": "1.20.1",
-        "@n8n/n8n-nodes-langchain": "^2.0.1",
+        "@n8n/n8n-nodes-langchain": "^2.1.3",
         "@supabase/supabase-js": "^2.57.4",
         "dotenv": "^16.5.0",
         "express": "^5.1.0",
         "express-rate-limit": "^7.1.5",
         "form-data": "^4.0.5",
         "lru-cache": "^11.2.1",
-        "n8n": "^2.0.2",
-        "n8n-core": "^2.0.1",
-        "n8n-workflow": "^2.0.1",
+        "n8n": "^2.1.4",
+        "n8n-core": "^2.1.3",
+        "n8n-workflow": "^2.1.1",
         "openai": "^4.77.0",
         "sql.js": "^1.13.0",
         "tslib": "^2.6.2",
@@ -7187,9 +7187,9 @@
       }
     },
     "node_modules/@n8n_io/ai-assistant-sdk": {
-      "version": "1.17.0",
-      "resolved": "https://registry.npmjs.org/@n8n_io/ai-assistant-sdk/-/ai-assistant-sdk-1.17.0.tgz",
-      "integrity": "sha512-Zwfgf9N4aK9klCVC15xHL8R5ID8h9f6OAlW6fPJRV00cmBjX2gD8ZYaX92A9iGiKpmW5YG3mxPU7XTFVexB7wQ==",
+      "version": "1.19.1",
+      "resolved": "https://registry.npmjs.org/@n8n_io/ai-assistant-sdk/-/ai-assistant-sdk-1.19.1.tgz",
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       "license": "UNLICENSED",
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+      "integrity": "sha512-F1Lvs5BoVvmZtzkUEVyh8mDQPPFolq4F+xdsx/DO8Hee8YF3IGAlZqUIsF+DVGhqf4aU0a3bTghsxB6OIsRy1g==",
       "license": "Apache-2.0",
       "bin": {
         "openai": "bin/cli"
@@ -26103,9 +26173,9 @@
       }
     },
     "node_modules/n8n/node_modules/langchain/node_modules/zod": {
-      "version": "4.2.0",
-      "resolved": "https://registry.npmjs.org/zod/-/zod-4.2.0.tgz",
-      "integrity": "sha512-Bd5fw9wlIhtqCCxotZgdTOMwGm1a0u75wARVEY9HMs1X17trvA/lMi4+MGK5EUfYkXVTbX8UDiDKW4OgzHVUZw==",
+      "version": "4.2.1",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-4.2.1.tgz",
+      "integrity": "sha512-0wZ1IRqGGhMP76gLqz8EyfBXKk0J2qo2+H3fi4mcUP/KtTocoX08nmIAHl1Z2kJIZbZee8KOpBCSNPRgauucjw==",
       "license": "MIT",
       "funding": {
         "url": "https://github.com/sponsors/colinhacks"
@@ -26145,18 +26215,18 @@
       }
     },
     "node_modules/n8n/node_modules/n8n-core": {
-      "version": "2.0.1",
-      "resolved": "https://registry.npmjs.org/n8n-core/-/n8n-core-2.0.1.tgz",
-      "integrity": "sha512-P4HUkJl9JjsFv31JIg7yNoUqIypHFbsn0jPzrXilEB9j7qUNgWRYwvULXgdmqxRQWugcZYudt0gnNM1PMI5Q2w==",
+      "version": "2.1.3",
+      "resolved": "https://registry.npmjs.org/n8n-core/-/n8n-core-2.1.3.tgz",
+      "integrity": "sha512-22WjdE0Yj2HUGI0pSWBB8oWeI8ceVz/ApD84AOE5aZU8ElDyTfmfk7pTZnYe3C4/4LHmuyiS+Ain6JpYlApEgQ==",
       "license": "SEE LICENSE IN LICENSE.md",
       "dependencies": {
         "@aws-sdk/client-s3": "3.808.0",
         "@langchain/core": "1.1.0",
-        "@n8n/backend-common": "1.0.1",
+        "@n8n/backend-common": "1.1.3",
         "@n8n/client-oauth2": "1.0.0-rc.0",
-        "@n8n/config": "2.0.0-rc.1",
-        "@n8n/constants": "0.14.0",
-        "@n8n/decorators": "1.0.1",
+        "@n8n/config": "2.0.2",
+        "@n8n/constants": "0.15.0",
+        "@n8n/decorators": "1.1.1",
         "@n8n/di": "0.10.0",
         "@sentry/node": "^9.42.1",
         "@sentry/node-native": "^9.42.1",
@@ -26175,7 +26245,7 @@
         "lodash": "4.17.21",
         "luxon": "3.4.4",
         "mime-types": "3.0.1",
-        "n8n-workflow": "2.0.1",
+        "n8n-workflow": "2.1.1",
         "nanoid": "3.3.8",
         "oauth-1.0a": "2.2.6",
         "p-cancelable": "2.1.1",
@@ -26231,15 +26301,15 @@
       }
     },
     "node_modules/n8n/node_modules/n8n-nodes-base": {
-      "version": "2.0.1",
-      "resolved": "https://registry.npmjs.org/n8n-nodes-base/-/n8n-nodes-base-2.0.1.tgz",
-      "integrity": "sha512-c0k3sXI3S64zyC2OL6GsAjwpWsfnygLbdkYGGqw3dSCPGhB94m1mgkWx2I1N2nTEJj1PY9BDwM/KftqLznWd+w==",
+      "version": "2.1.3",
+      "resolved": "https://registry.npmjs.org/n8n-nodes-base/-/n8n-nodes-base-2.1.3.tgz",
+      "integrity": "sha512-Ll34OuiZ5fl4MUCxNVb2X6dPxcH24Hx3Cfv/teagIjjI88XcVdPtNCbJfZjqrunOyzA3O5MECrDvm5EQD+qrbA==",
       "license": "SEE LICENSE IN LICENSE.md",
       "dependencies": {
         "@aws-sdk/client-sso-oidc": "3.808.0",
         "@kafkajs/confluent-schema-registry": "3.8.0",
         "@mozilla/readability": "0.6.0",
-        "@n8n/config": "2.0.0-rc.1",
+        "@n8n/config": "2.0.2",
         "@n8n/di": "0.10.0",
         "@n8n/errors": "0.5.0",
         "@n8n/imap": "0.16.0",
@@ -26282,7 +26352,7 @@
         "mqtt": "5.7.2",
         "mssql": "10.0.2",
         "mysql2": "3.15.0",
-        "n8n-workflow": "2.0.1",
+        "n8n-workflow": "2.1.1",
         "node-html-markdown": "1.2.0",
         "node-ssh": "13.2.0",
         "nodemailer": "7.0.11",
@@ -26442,9 +26512,9 @@
       }
     },
     "node_modules/n8n/node_modules/n8n-workflow": {
-      "version": "2.0.1",
-      "resolved": "https://registry.npmjs.org/n8n-workflow/-/n8n-workflow-2.0.1.tgz",
-      "integrity": "sha512-c/VkWPg5Bdj6yFmsBs3v5yJ5pq1k/Em6eDB4H+2dtTDq8WppCgzlZRBh1BYKBrDdpRF31PEYJQnCxbpjSDA00A==",
+      "version": "2.1.1",
+      "resolved": "https://registry.npmjs.org/n8n-workflow/-/n8n-workflow-2.1.1.tgz",
+      "integrity": "sha512-86XtBlKoR0y7O9MKf59KWAG+GKgxDXaU6vsL4BK3Dk4VNOyQ77n/3zrIl91+Idz7FMeevhQ27KTmEs7exL9AtQ==",
       "license": "SEE LICENSE IN LICENSE.md",
       "dependencies": {
         "@n8n/errors": "0.5.0",
diff --git a/package.json b/package.json
index 69e557d..5089006 100644
--- a/package.json
+++ b/package.json
@@ -1,6 +1,6 @@
 {
   "name": "n8n-mcp",
-  "version": "2.31.1",
+  "version": "2.31.2",
   "description": "Integration between n8n workflow automation and Model Context Protocol (MCP)",
   "main": "dist/index.js",
   "types": "dist/index.d.ts",
@@ -141,16 +141,16 @@
   },
   "dependencies": {
     "@modelcontextprotocol/sdk": "1.20.1",
-    "@n8n/n8n-nodes-langchain": "^2.0.1",
+    "@n8n/n8n-nodes-langchain": "^2.1.3",
     "@supabase/supabase-js": "^2.57.4",
     "dotenv": "^16.5.0",
     "express": "^5.1.0",
     "express-rate-limit": "^7.1.5",
     "form-data": "^4.0.5",
     "lru-cache": "^11.2.1",
-    "n8n": "^2.0.2",
-    "n8n-core": "^2.0.1",
-    "n8n-workflow": "^2.0.1",
+    "n8n": "^2.1.4",
+    "n8n-core": "^2.1.3",
+    "n8n-workflow": "^2.1.1",
     "openai": "^4.77.0",
     "sql.js": "^1.13.0",
     "tslib": "^2.6.2",