diff --git a/README.md b/README.md
index eec471b..2e04ced 100644
--- a/README.md
+++ b/README.md
@@ -5,23 +5,23 @@
 [![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-^1.116.2-orange.svg)](https://github.com/n8n-io/n8n)
+[![n8n version](https://img.shields.io/badge/n8n-1.117.2-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)
 
-A Model Context Protocol (MCP) server that provides AI assistants with comprehensive access to n8n node documentation, properties, and operations. Deploy in minutes to give Claude and other AI assistants deep knowledge about n8n's 525+ workflow automation nodes.
+A Model Context Protocol (MCP) server that provides AI assistants with comprehensive access to n8n node documentation, properties, and operations. Deploy in minutes to give Claude and other AI assistants deep knowledge about n8n's 541 workflow automation nodes.
 
 ## Overview
 
 n8n-MCP serves as a bridge between n8n's workflow automation platform and AI models, enabling them to understand and work with n8n nodes effectively. It provides structured access to:
 
-- 📚 **536 n8n nodes** from both n8n-nodes-base and @n8n/n8n-nodes-langchain
+- 📚 **541 n8n nodes** from both n8n-nodes-base and @n8n/n8n-nodes-langchain
 - 🔧 **Node properties** - 99% coverage with detailed schemas
 - ⚡ **Node operations** - 63.6% coverage of available actions
-- 📄 **Documentation** - 90% coverage from official n8n docs (including AI nodes)
-- 🤖 **AI tools** - 263 AI-capable nodes detected with full documentation
+- 📄 **Documentation** - 87% coverage from official n8n docs (including AI nodes)
+- 🤖 **AI tools** - 271 AI-capable nodes detected with full documentation
 - 💡 **Real-world examples** - 2,646 pre-extracted configurations from popular templates
-- 🎯 **Template library** - 2,500+ workflow templates with smart filtering
+- 🎯 **Template library** - 2,709 workflow templates with 100% metadata coverage
 
 
 ## ⚠️ Important Safety Warning
@@ -533,7 +533,7 @@ When operations are independent, execute them in parallel for maximum performanc
 ❌ BAD: Sequential tool calls (await each one before the next)
 
 ### 3. Templates First
-ALWAYS check templates before building from scratch (2,500+ available).
+ALWAYS check templates before building from scratch (2,709 available).
 
 ### 4. Multi-Level Validation
 Use validate_node_minimal → validate_node_operation → validate_workflow pattern.
@@ -842,7 +842,7 @@ n8n_update_partial_workflow({
 ### Core Behavior
 1. **Silent execution** - No commentary between tools
 2. **Parallel by default** - Execute independent operations simultaneously
-3. **Templates first** - Always check before building (2,500+ available)
+3. **Templates first** - Always check before building (2,709 available)
 4. **Multi-level validation** - Quick check → Full validation → Workflow validation
 5. **Never trust defaults** - Explicitly configure ALL parameters
 
@@ -945,7 +945,7 @@ Once connected, Claude can use these powerful tools:
 - **`get_node_as_tool_info`** - Get guidance on using any node as an AI tool
 
 ### Template Tools
-- **`list_templates`** - Browse all templates with descriptions and optional metadata (2,500+ templates)
+- **`list_templates`** - Browse all templates with descriptions and optional metadata (2,709 templates)
 - **`search_templates`** - Text search across template names and descriptions
 - **`search_templates_by_metadata`** - Advanced filtering by complexity, setup time, services, audience
 - **`list_node_templates`** - Find templates using specific nodes
@@ -1100,17 +1100,17 @@ npm run dev:http       # HTTP dev mode
 
 ## 📊 Metrics & Coverage
 
-Current database coverage (n8n v1.113.3):
+Current database coverage (n8n v1.117.2):
 
-- ✅ **536/536** nodes loaded (100%)
-- ✅ **528** nodes with properties (98.7%)
-- ✅ **470** nodes with documentation (88%)
-- ✅ **267** AI-capable tools detected
+- ✅ **541/541** nodes loaded (100%)
+- ✅ **541** nodes with properties (100%)
+- ✅ **470** nodes with documentation (87%)
+- ✅ **271** AI-capable tools detected
 - ✅ **2,646** pre-extracted template configurations
-- ✅ **2,500+** workflow templates available
+- ✅ **2,709** workflow templates available (100% metadata coverage)
 - ✅ **AI Agent & LangChain nodes** fully documented
 - ⚡ **Average response time**: ~12ms
-- 💾 **Database size**: ~15MB (optimized)
+- 💾 **Database size**: ~68MB (includes templates with metadata)
 
 ## 🔄 Recent Updates
 
diff --git a/data/nodes.db b/data/nodes.db
index 72aae6d..7a7e2d9 100644
Binary files a/data/nodes.db and b/data/nodes.db differ
diff --git a/package-lock.json b/package-lock.json
index 48ece0f..b7d9ca5 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1,24 +1,24 @@
 {
   "name": "n8n-mcp",
-  "version": "2.20.7",
+  "version": "2.22.8",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
       "name": "n8n-mcp",
-      "version": "2.20.7",
+      "version": "2.22.8",
       "license": "MIT",
       "dependencies": {
         "@modelcontextprotocol/sdk": "^1.20.1",
-        "@n8n/n8n-nodes-langchain": "^1.115.1",
+        "@n8n/n8n-nodes-langchain": "^1.116.2",
         "@supabase/supabase-js": "^2.57.4",
         "dotenv": "^16.5.0",
         "express": "^5.1.0",
         "express-rate-limit": "^7.1.5",
         "lru-cache": "^11.2.1",
-        "n8n": "^1.116.2",
-        "n8n-core": "^1.115.1",
-        "n8n-workflow": "^1.113.0",
+        "n8n": "^1.117.2",
+        "n8n-core": "^1.116.0",
+        "n8n-workflow": "^1.114.0",
         "openai": "^4.77.0",
         "sql.js": "^1.13.0",
         "tslib": "^2.6.2",
@@ -5912,9 +5912,9 @@
       "peer": true
     },
     "node_modules/@babel/compat-data": {
-      "version": "7.28.4",
-      "resolved": "https://registry.npmjs.org/@babel/compat-data/-/compat-data-7.28.4.tgz",
-      "integrity": "sha512-YsmSKC29MJwf0gF8Rjjrg5LQCmyh+j/nD8/eP7f+BeoQTKYqs9RoWbjGOdy0+1Ekr68RJZMUOPVQaQisnIo4Rw==",
+      "version": "7.28.5",
+      "resolved": "https://registry.npmjs.org/@babel/compat-data/-/compat-data-7.28.5.tgz",
+      "integrity": "sha512-6uFXyCayocRbqhZOB+6XcuZbkMNimwfVGFji8CTZnCzOHVGvDqzvitu1re2AU5LROliz7eQPhB8CpAMvnx9EjA==",
       "license": "MIT",
       "peer": true,
       "engines": {
@@ -5922,21 +5922,21 @@
       }
     },
     "node_modules/@babel/core": {
-      "version": "7.28.4",
-      "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.28.4.tgz",
-      "integrity": "sha512-2BCOP7TN8M+gVDj7/ht3hsaO/B/n5oDbiAyyvnRlNOs+u1o+JWNYTQrmpuNp1/Wq2gcFrI01JAW+paEKDMx/CA==",
+      "version": "7.28.5",
+      "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.28.5.tgz",
+      "integrity": "sha512-e7jT4DxYvIDLk1ZHmU/m/mB19rex9sv0c2ftBtjSBv+kVM/902eh0fINUzD7UwLLNR+jU585GxUJ8/EBfAM5fw==",
       "license": "MIT",
       "peer": true,
       "dependencies": {
         "@babel/code-frame": "^7.27.1",
-        "@babel/generator": "^7.28.3",
+        "@babel/generator": "^7.28.5",
         "@babel/helper-compilation-targets": "^7.27.2",
         "@babel/helper-module-transforms": "^7.28.3",
         "@babel/helpers": "^7.28.4",
-        "@babel/parser": "^7.28.4",
+        "@babel/parser": "^7.28.5",
         "@babel/template": "^7.27.2",
-        "@babel/traverse": "^7.28.4",
-        "@babel/types": "^7.28.4",
+        "@babel/traverse": "^7.28.5",
+        "@babel/types": "^7.28.5",
         "@jridgewell/remapping": "^2.3.5",
         "convert-source-map": "^2.0.0",
         "debug": "^4.1.0",
@@ -5963,14 +5963,14 @@
       }
     },
     "node_modules/@babel/generator": {
-      "version": "7.28.3",
-      "resolved": "https://registry.npmjs.org/@babel/generator/-/generator-7.28.3.tgz",
-      "integrity": "sha512-3lSpxGgvnmZznmBkCRnVREPUFJv2wrv9iAoFDvADJc0ypmdOxdUtcLeBgBJ6zE0PMeTKnxeQzyk0xTBq4Ep7zw==",
+      "version": "7.28.5",
+      "resolved": "https://registry.npmjs.org/@babel/generator/-/generator-7.28.5.tgz",
+      "integrity": "sha512-3EwLFhZ38J4VyIP6WNtt2kUdW9dokXA9Cr4IVIFHuCpZ3H8/YFOl5JjZHisrn1fATPBmKKqXzDFvh9fUwHz6CQ==",
       "license": "MIT",
       "peer": true,
       "dependencies": {
-        "@babel/parser": "^7.28.3",
-        "@babel/types": "^7.28.2",
+        "@babel/parser": "^7.28.5",
+        "@babel/types": "^7.28.5",
         "@jridgewell/gen-mapping": "^0.3.12",
         "@jridgewell/trace-mapping": "^0.3.28",
         "jsesc": "^3.0.2"
@@ -6085,9 +6085,9 @@
       }
     },
     "node_modules/@babel/helper-validator-identifier": {
-      "version": "7.27.1",
-      "resolved": "https://registry.npmjs.org/@babel/helper-validator-identifier/-/helper-validator-identifier-7.27.1.tgz",
-      "integrity": "sha512-D2hP9eA+Sqx1kBZgzxZh0y1trbuU+JoDkiEwqhQ36nodYqJwyEIhPSdMNd7lOm/4io72luTPWH20Yda0xOuUow==",
+      "version": "7.28.5",
+      "resolved": "https://registry.npmjs.org/@babel/helper-validator-identifier/-/helper-validator-identifier-7.28.5.tgz",
+      "integrity": "sha512-qSs4ifwzKJSV39ucNjsvc6WVHs6b7S03sOh2OcHF9UHfVPqWWALUsNUVzhSBiItjRZoLHx7nIarVjqKVusUZ1Q==",
       "license": "MIT",
       "engines": {
         "node": ">=6.9.0"
@@ -6118,12 +6118,12 @@
       }
     },
     "node_modules/@babel/parser": {
-      "version": "7.28.4",
-      "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.28.4.tgz",
-      "integrity": "sha512-yZbBqeM6TkpP9du/I2pUZnJsRMGGvOuIrhjzC1AwHwW+6he4mni6Bp/m8ijn0iOuZuPI2BfkCoSRunpyjnrQKg==",
+      "version": "7.28.5",
+      "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.28.5.tgz",
+      "integrity": "sha512-KKBU1VGYR7ORr3At5HAtUQ+TV3SzRCXmA/8OdDZiLDBIZxVyzXuztPjfLd3BV1PRAQGCMWWSHYhL0F8d5uHBDQ==",
       "license": "MIT",
       "dependencies": {
-        "@babel/types": "^7.28.4"
+        "@babel/types": "^7.28.5"
       },
       "bin": {
         "parser": "bin/babel-parser.js"
@@ -6396,18 +6396,18 @@
       }
     },
     "node_modules/@babel/traverse": {
-      "version": "7.28.4",
-      "resolved": "https://registry.npmjs.org/@babel/traverse/-/traverse-7.28.4.tgz",
-      "integrity": "sha512-YEzuboP2qvQavAcjgQNVgsvHIDv6ZpwXvcvjmyySP2DIMuByS/6ioU5G9pYrWHM6T2YDfc7xga9iNzYOs12CFQ==",
+      "version": "7.28.5",
+      "resolved": "https://registry.npmjs.org/@babel/traverse/-/traverse-7.28.5.tgz",
+      "integrity": "sha512-TCCj4t55U90khlYkVV/0TfkJkAkUg3jZFA3Neb7unZT8CPok7iiRfaX0F+WnqWqt7OxhOn0uBKXCw4lbL8W0aQ==",
       "license": "MIT",
       "peer": true,
       "dependencies": {
         "@babel/code-frame": "^7.27.1",
-        "@babel/generator": "^7.28.3",
+        "@babel/generator": "^7.28.5",
         "@babel/helper-globals": "^7.28.0",
-        "@babel/parser": "^7.28.4",
+        "@babel/parser": "^7.28.5",
         "@babel/template": "^7.27.2",
-        "@babel/types": "^7.28.4",
+        "@babel/types": "^7.28.5",
         "debug": "^4.3.1"
       },
       "engines": {
@@ -6415,13 +6415,13 @@
       }
     },
     "node_modules/@babel/types": {
-      "version": "7.28.4",
-      "resolved": "https://registry.npmjs.org/@babel/types/-/types-7.28.4.tgz",
-      "integrity": "sha512-bkFqkLhh3pMBUQQkpVgWDWq/lqzc2678eUyDlTBhRqhCHFguYYGM0Efga7tYk4TogG/3x0EEl66/OQ+WGbWB/Q==",
+      "version": "7.28.5",
+      "resolved": "https://registry.npmjs.org/@babel/types/-/types-7.28.5.tgz",
+      "integrity": "sha512-qQ5m48eI/MFLQ5PxQj4PFaprjyCTLI37ElWMmNs0K8Lk3dVeOdNpB3ks8jc7yM5CDmVC73eMVk/trk3fgmrUpA==",
       "license": "MIT",
       "dependencies": {
         "@babel/helper-string-parser": "^7.27.1",
-        "@babel/helper-validator-identifier": "^7.27.1"
+        "@babel/helper-validator-identifier": "^7.28.5"
       },
       "engines": {
         "node": ">=6.9.0"
@@ -6525,18 +6525,6 @@
         "node": ">=0.1.90"
       }
     },
-    "node_modules/@common.js/is-network-error": {
-      "version": "1.0.1",
-      "resolved": "https://registry.npmjs.org/@common.js/is-network-error/-/is-network-error-1.0.1.tgz",
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-      "license": "MIT",
-      "engines": {
-        "node": ">=16"
-      },
-      "funding": {
-        "url": "https://github.com/sponsors/sindresorhus"
-      }
-    },
     "node_modules/@cspotcode/source-map-support": {
       "version": "0.8.1",
       "resolved": "https://registry.npmjs.org/@cspotcode/source-map-support/-/source-map-support-0.8.1.tgz",
@@ -9500,75 +9488,51 @@
       }
     },
     "node_modules/@n8n/ai-workflow-builder": {
-      "version": "0.26.1",
-      "resolved": "https://registry.npmjs.org/@n8n/ai-workflow-builder/-/ai-workflow-builder-0.26.1.tgz",
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+      "version": "0.27.1",
+      "resolved": "https://registry.npmjs.org/@n8n/ai-workflow-builder/-/ai-workflow-builder-0.27.1.tgz",
+      "integrity": "sha512-lStSmx/Bk75wQQxnlrjYyhg9QZZykyVbQgOQPmpgGJCJnsUD0NvBi2mWx6iGpBkxJ5E0yscq+6CRDzP7Wbv80Q==",
       "license": "SEE LICENSE IN LICENSE.md",
       "dependencies": {
         "@langchain/anthropic": "0.3.26",
         "@langchain/core": "0.3.68",
         "@langchain/langgraph": "0.2.74",
-        "@langchain/openai": "0.6.7",
+        "@langchain/openai": "0.6.16",
         "@n8n_io/ai-assistant-sdk": "1.17.0",
-        "@n8n/backend-common": "^0.26.0",
-        "@n8n/config": "1.58.0",
+        "@n8n/backend-common": "^0.27.0",
+        "@n8n/config": "1.59.0",
         "@n8n/di": "0.9.0",
         "langsmith": "^0.3.45",
         "lodash": "4.17.21",
-        "n8n-workflow": "1.113.0",
+        "n8n-workflow": "1.114.0",
         "picocolors": "1.0.1",
         "zod": "3.25.67"
       }
     },
-    "node_modules/@n8n/ai-workflow-builder/node_modules/@langchain/openai": {
-      "version": "0.6.7",
-      "resolved": "https://registry.npmjs.org/@langchain/openai/-/openai-0.6.7.tgz",
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-      "license": "MIT",
-      "dependencies": {
-        "js-tiktoken": "^1.0.12",
-        "openai": "^5.12.1",
-        "zod": "^3.25.32"
-      },
-      "engines": {
-        "node": ">=18"
-      },
-      "peerDependencies": {
-        "@langchain/core": ">=0.3.68 <0.4.0"
-      }
-    },
-    "node_modules/@n8n/ai-workflow-builder/node_modules/@n8n/config": {
-      "version": "1.58.0",
-      "resolved": "https://registry.npmjs.org/@n8n/config/-/config-1.58.0.tgz",
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+    "node_modules/@n8n/ai-workflow-builder/node_modules/n8n-workflow": {
+      "version": "1.114.0",
+      "resolved": "https://registry.npmjs.org/n8n-workflow/-/n8n-workflow-1.114.0.tgz",
+      "integrity": "sha512-qYXkaBmBlJN5E3xn1EnGoVQb6fOXGHiMC4Vs98TZKxaoaLoc2ZXpeTtMOBnKs937mOdeVXpJKqkS1XS7wQ6wQw==",
       "license": "SEE LICENSE IN LICENSE.md",
       "dependencies": {
-        "@n8n/di": "0.9.0",
-        "reflect-metadata": "0.2.2",
+        "@n8n/errors": "^0.5.0",
+        "@n8n/tournament": "1.0.6",
+        "ast-types": "0.15.2",
+        "callsites": "3.1.0",
+        "esprima-next": "5.8.4",
+        "form-data": "4.0.0",
+        "jmespath": "0.16.0",
+        "js-base64": "3.7.2",
+        "jssha": "3.3.1",
+        "lodash": "4.17.21",
+        "luxon": "3.4.4",
+        "md5": "2.3.0",
+        "recast": "0.22.0",
+        "title-case": "3.0.3",
+        "transliteration": "2.3.5",
+        "xml2js": "0.6.2",
         "zod": "3.25.67"
       }
     },
-    "node_modules/@n8n/ai-workflow-builder/node_modules/openai": {
-      "version": "5.23.2",
-      "resolved": "https://registry.npmjs.org/openai/-/openai-5.23.2.tgz",
-      "integrity": "sha512-MQBzmTulj+MM5O8SKEk/gL8a7s5mktS9zUtAkU257WjvobGc9nKcBuVwjyEEcb9SI8a8Y2G/mzn3vm9n1Jlleg==",
-      "license": "Apache-2.0",
-      "bin": {
-        "openai": "bin/cli"
-      },
-      "peerDependencies": {
-        "ws": "^8.18.0",
-        "zod": "^3.23.8"
-      },
-      "peerDependenciesMeta": {
-        "ws": {
-          "optional": true
-        },
-        "zod": {
-          "optional": true
-        }
-      }
-    },
     "node_modules/@n8n/ai-workflow-builder/node_modules/picocolors": {
       "version": "1.0.1",
       "resolved": "https://registry.npmjs.org/picocolors/-/picocolors-1.0.1.tgz",
@@ -9585,18 +9549,43 @@
       }
     },
     "node_modules/@n8n/api-types": {
-      "version": "0.50.0",
-      "resolved": "https://registry.npmjs.org/@n8n/api-types/-/api-types-0.50.0.tgz",
-      "integrity": "sha512-45RutHm4A5H6Tl/w0iRJW7U52+bBsWBR8RF3A9z7mkXdf8IBSIxkdOZ8J2LSTk1XH+0EZPocJB3G6QXF1BT2ZQ==",
+      "version": "0.51.1",
+      "resolved": "https://registry.npmjs.org/@n8n/api-types/-/api-types-0.51.1.tgz",
+      "integrity": "sha512-6HWBqnsCK4Ju6k6p+ULh/Ofe5Le2/LFEcqj27V56pMeM57mtBSZavr8/IEFuNPE4y3fjYENHGx2dlVI4xVNyVw==",
       "license": "SEE LICENSE IN LICENSE.md",
       "dependencies": {
-        "@n8n/permissions": "0.39.0",
-        "n8n-workflow": "1.113.0",
+        "@n8n/permissions": "0.40.0",
+        "n8n-workflow": "1.114.0",
         "xss": "1.0.15",
         "zod": "3.25.67",
         "zod-class": "0.0.16"
       }
     },
+    "node_modules/@n8n/api-types/node_modules/n8n-workflow": {
+      "version": "1.114.0",
+      "resolved": "https://registry.npmjs.org/n8n-workflow/-/n8n-workflow-1.114.0.tgz",
+      "integrity": "sha512-qYXkaBmBlJN5E3xn1EnGoVQb6fOXGHiMC4Vs98TZKxaoaLoc2ZXpeTtMOBnKs937mOdeVXpJKqkS1XS7wQ6wQw==",
+      "license": "SEE LICENSE IN LICENSE.md",
+      "dependencies": {
+        "@n8n/errors": "^0.5.0",
+        "@n8n/tournament": "1.0.6",
+        "ast-types": "0.15.2",
+        "callsites": "3.1.0",
+        "esprima-next": "5.8.4",
+        "form-data": "4.0.0",
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-    "node_modules/n8n/node_modules/semver/node_modules/lru-cache": {
-      "version": "6.0.0",
-      "resolved": "https://registry.npmjs.org/lru-cache/-/lru-cache-6.0.0.tgz",
-      "integrity": "sha512-Jo6dJ04CmSjuznwJSS3pUeWmd/H0ffTlkXXgwZi+eq1UCmqQwCh+eLsYOYCwY991i2Fah4h1BEMCx4qThGbsiA==",
-      "license": "ISC",
-      "dependencies": {
-        "yallist": "^4.0.0"
-      },
-      "engines": {
-        "node": ">=10"
-      }
-    },
-    "node_modules/n8n/node_modules/sprintf-js": {
-      "version": "1.0.3",
-      "resolved": "https://registry.npmjs.org/sprintf-js/-/sprintf-js-1.0.3.tgz",
-      "integrity": "sha512-D9cPgkvLlV3t3IzL0D0YLvGA9Ahk4PcvVwUbN0dSGr1aP0Nrt4AEnTUbuGvquEC0mA64Gqt1fzirlRs5ibXx8g==",
-      "license": "BSD-3-Clause"
-    },
-    "node_modules/n8n/node_modules/winston": {
-      "version": "3.14.2",
-      "resolved": "https://registry.npmjs.org/winston/-/winston-3.14.2.tgz",
-      "integrity": "sha512-CO8cdpBB2yqzEf8v895L+GNKYJiEq8eKlHU38af3snQBQ+sdAIUepjMSguOIJC7ICbzm0ZI+Af2If4vIJrtmOg==",
-      "license": "MIT",
-      "dependencies": {
-        "@colors/colors": "^1.6.0",
-        "@dabh/diagnostics": "^2.0.2",
-        "async": "^3.2.3",
-        "is-stream": "^2.0.0",
-        "logform": "^2.6.0",
-        "one-time": "^1.0.0",
-        "readable-stream": "^3.4.0",
-        "safe-stable-stringify": "^2.3.1",
-        "stack-trace": "0.0.x",
-        "triple-beam": "^1.3.0",
-        "winston-transport": "^4.7.0"
-      },
-      "engines": {
-        "node": ">= 12.0.0"
-      }
-    },
     "node_modules/n8n/node_modules/ws": {
       "version": "8.17.1",
       "resolved": "https://registry.npmjs.org/ws/-/ws-8.17.1.tgz",
@@ -33470,9 +32382,9 @@
       }
     },
     "node_modules/update-browserslist-db": {
-      "version": "1.1.3",
-      "resolved": "https://registry.npmjs.org/update-browserslist-db/-/update-browserslist-db-1.1.3.tgz",
-      "integrity": "sha512-UxhIZQ+QInVdunkDAaiazvvT/+fXL5Osr0JZlJulepYu6Jd7qJtDZjlur0emRlT71EN3ScPoE7gvsuIKKNavKw==",
+      "version": "1.1.4",
+      "resolved": "https://registry.npmjs.org/update-browserslist-db/-/update-browserslist-db-1.1.4.tgz",
+      "integrity": "sha512-q0SPT4xyU84saUX+tomz1WLkxUbuaJnR1xWt17M7fJtEJigJeWUNGUqrauFXsHnqev9y9JTRGwk13tFBuKby4A==",
       "funding": [
         {
           "type": "opencollective",
diff --git a/package.json b/package.json
index 2bd3af7..84e31b1 100644
--- a/package.json
+++ b/package.json
@@ -1,6 +1,6 @@
 {
   "name": "n8n-mcp",
-  "version": "2.22.7",
+  "version": "2.22.8",
   "description": "Integration between n8n workflow automation and Model Context Protocol (MCP)",
   "main": "dist/index.js",
   "types": "dist/index.d.ts",
@@ -140,15 +140,15 @@
   },
   "dependencies": {
     "@modelcontextprotocol/sdk": "^1.20.1",
-    "@n8n/n8n-nodes-langchain": "^1.115.1",
+    "@n8n/n8n-nodes-langchain": "^1.116.2",
     "@supabase/supabase-js": "^2.57.4",
     "dotenv": "^16.5.0",
     "express": "^5.1.0",
     "express-rate-limit": "^7.1.5",
     "lru-cache": "^11.2.1",
-    "n8n": "^1.116.2",
-    "n8n-core": "^1.115.1",
-    "n8n-workflow": "^1.113.0",
+    "n8n": "^1.117.2",
+    "n8n-core": "^1.116.0",
+    "n8n-workflow": "^1.114.0",
     "openai": "^4.77.0",
     "sql.js": "^1.13.0",
     "tslib": "^2.6.2",
diff --git a/package.runtime.json b/package.runtime.json
index a56ffbf..e6352a8 100644
--- a/package.runtime.json
+++ b/package.runtime.json
@@ -1,6 +1,6 @@
 {
   "name": "n8n-mcp-runtime",
-  "version": "2.22.7",
+  "version": "2.22.8",
   "description": "n8n MCP Server Runtime Dependencies Only",
   "private": true,
   "dependencies": {
diff --git a/scripts/process-batch-metadata.ts b/scripts/process-batch-metadata.ts
new file mode 100644
index 0000000..b9c591f
--- /dev/null
+++ b/scripts/process-batch-metadata.ts
@@ -0,0 +1,99 @@
+#!/usr/bin/env ts-node
+import * as fs from 'fs';
+import * as path from 'path';
+import { createDatabaseAdapter } from '../src/database/database-adapter';
+
+interface BatchResponse {
+  id: string;
+  custom_id: string;
+  response: {
+    status_code: number;
+    body: {
+      choices: Array<{
+        message: {
+          content: string;
+        };
+      }>;
+    };
+  };
+  error: any;
+}
+
+async function processBatchMetadata(batchFile: string) {
+  console.log(`📥 Processing batch file: ${batchFile}`);
+
+  // Read the JSONL file
+  const content = fs.readFileSync(batchFile, 'utf-8');
+  const lines = content.trim().split('\n');
+
+  console.log(`📊 Found ${lines.length} batch responses`);
+
+  // Initialize database
+  const db = await createDatabaseAdapter('./data/nodes.db');
+
+  let updated = 0;
+  let skipped = 0;
+  let errors = 0;
+
+  for (const line of lines) {
+    try {
+      const response: BatchResponse = JSON.parse(line);
+
+      // Extract template ID from custom_id (format: "template-9100")
+      const templateId = parseInt(response.custom_id.replace('template-', ''));
+
+      // Check for errors
+      if (response.error || response.response.status_code !== 200) {
+        console.warn(`⚠️  Template ${templateId}: API error`, response.error);
+        errors++;
+        continue;
+      }
+
+      // Extract metadata from response
+      const metadataJson = response.response.body.choices[0].message.content;
+
+      // Validate it's valid JSON
+      JSON.parse(metadataJson); // Will throw if invalid
+
+      // Update database
+      const stmt = db.prepare(`
+        UPDATE templates
+        SET metadata_json = ?
+        WHERE id = ?
+      `);
+
+      stmt.run(metadataJson, templateId);
+      updated++;
+
+      console.log(`✅ Template ${templateId}: Updated metadata`);
+
+    } catch (error: any) {
+      console.error(`❌ Error processing line:`, error.message);
+      errors++;
+    }
+  }
+
+  // Close database
+  if ('close' in db && typeof db.close === 'function') {
+    db.close();
+  }
+
+  console.log(`\n📈 Summary:`);
+  console.log(`   - Updated: ${updated}`);
+  console.log(`   - Skipped: ${skipped}`);
+  console.log(`   - Errors: ${errors}`);
+  console.log(`   - Total: ${lines.length}`);
+}
+
+// Main
+const batchFile = process.argv[2] || '/Users/romualdczlonkowski/Pliki/n8n-mcp/n8n-mcp/docs/batch_68fff7242850819091cfed64f10fb6b4_output.jsonl';
+
+processBatchMetadata(batchFile)
+  .then(() => {
+    console.log('\n✅ Batch processing complete!');
+    process.exit(0);
+  })
+  .catch((error) => {
+    console.error('\n❌ Batch processing failed:', error);
+    process.exit(1);
+  });
diff --git a/src/scripts/fetch-templates-robust.ts b/src/scripts/fetch-templates-robust.ts
index 3fc9d49..4886d1e 100644
--- a/src/scripts/fetch-templates-robust.ts
+++ b/src/scripts/fetch-templates-robust.ts
@@ -75,10 +75,15 @@ async function fetchTemplatesRobust() {
         
         // Fetch detail
         const detail = await fetcher.fetchTemplateDetail(template.id);
-        
-        // Save immediately
-        repository.saveTemplate(template, detail);
-        saved++;
+
+        if (detail !== null) {
+          // Save immediately
+          repository.saveTemplate(template, detail);
+          saved++;
+        } else {
+          errors++;
+          console.error(`\n❌ Failed to fetch template ${template.id} (${template.name}) after retries`);
+        }
         
         // Rate limiting
         await new Promise(resolve => setTimeout(resolve, 200));
diff --git a/src/templates/template-fetcher.ts b/src/templates/template-fetcher.ts
index 8c33f24..70c4b69 100644
--- a/src/templates/template-fetcher.ts
+++ b/src/templates/template-fetcher.ts
@@ -40,7 +40,37 @@ export interface TemplateDetail {
 export class TemplateFetcher {
   private readonly baseUrl = 'https://api.n8n.io/api/templates';
   private readonly pageSize = 250; // Maximum allowed by API
-  
+  private readonly maxRetries = 3;
+  private readonly retryDelay = 1000; // 1 second base delay
+
+  /**
+   * Retry helper for API calls
+   */
+  private async retryWithBackoff<T>(
+    fn: () => Promise<T>,
+    context: string,
+    maxRetries: number = this.maxRetries
+  ): Promise<T | null> {
+    let lastError: any;
+
+    for (let attempt = 1; attempt <= maxRetries; attempt++) {
+      try {
+        return await fn();
+      } catch (error: any) {
+        lastError = error;
+
+        if (attempt < maxRetries) {
+          const delay = this.retryDelay * attempt; // Exponential backoff
+          logger.warn(`${context} - Attempt ${attempt}/${maxRetries} failed, retrying in ${delay}ms...`);
+          await this.sleep(delay);
+        }
+      }
+    }
+
+    logger.error(`${context} - All ${maxRetries} attempts failed, skipping`, lastError);
+    return null;
+  }
+
   /**
    * Fetch all templates and filter to last 12 months
    * This fetches ALL pages first, then applies date filter locally
@@ -73,93 +103,105 @@ export class TemplateFetcher {
     let page = 1;
     let hasMore = true;
     let totalWorkflows = 0;
-    
+
     logger.info('Starting complete template fetch from n8n.io API');
-    
+
     while (hasMore) {
-      try {
-        const response = await axios.get(`${this.baseUrl}/search`, {
-          params: {
-            page,
-            rows: this.pageSize
-            // Note: sort_by parameter doesn't work, templates come in popularity order
-          }
-        });
-        
-        const { workflows } = response.data;
-        totalWorkflows = response.data.totalWorkflows || totalWorkflows;
-        
-        allTemplates.push(...workflows);
-        
-        // Calculate total pages for better progress reporting
-        const totalPages = Math.ceil(totalWorkflows / this.pageSize);
-        
-        if (progressCallback) {
-          // Enhanced progress with page information
-          progressCallback(allTemplates.length, totalWorkflows);
-        }
-        
-        logger.debug(`Fetched page ${page}/${totalPages}: ${workflows.length} templates (total so far: ${allTemplates.length}/${totalWorkflows})`);
-        
-        // Check if there are more pages
-        if (workflows.length < this.pageSize) {
-          hasMore = false;
-        }
-        
+      const result = await this.retryWithBackoff(
+        async () => {
+          const response = await axios.get(`${this.baseUrl}/search`, {
+            params: {
+              page,
+              rows: this.pageSize
+              // Note: sort_by parameter doesn't work, templates come in popularity order
+            }
+          });
+          return response.data;
+        },
+        `Fetching templates page ${page}`
+      );
+
+      if (result === null) {
+        // All retries failed for this page, skip it and continue
+        logger.warn(`Skipping page ${page} after ${this.maxRetries} failed attempts`);
         page++;
-        
-        // Rate limiting - be nice to the API (slightly faster with 250 rows/page)
-        if (hasMore) {
-          await this.sleep(300); // 300ms between requests (was 500ms with 100 rows)
-        }
-      } catch (error) {
-        logger.error(`Error fetching templates page ${page}:`, error);
-        throw error;
+        continue;
+      }
+
+      const { workflows } = result;
+      totalWorkflows = result.totalWorkflows || totalWorkflows;
+
+      allTemplates.push(...workflows);
+
+      // Calculate total pages for better progress reporting
+      const totalPages = Math.ceil(totalWorkflows / this.pageSize);
+
+      if (progressCallback) {
+        // Enhanced progress with page information
+        progressCallback(allTemplates.length, totalWorkflows);
+      }
+
+      logger.debug(`Fetched page ${page}/${totalPages}: ${workflows.length} templates (total so far: ${allTemplates.length}/${totalWorkflows})`);
+
+      // Check if there are more pages
+      if (workflows.length < this.pageSize) {
+        hasMore = false;
+      }
+
+      page++;
+
+      // Rate limiting - be nice to the API (slightly faster with 250 rows/page)
+      if (hasMore) {
+        await this.sleep(300); // 300ms between requests (was 500ms with 100 rows)
       }
     }
-    
+
     logger.info(`Fetched all ${allTemplates.length} templates from n8n.io`);
     return allTemplates;
   }
   
-  async fetchTemplateDetail(workflowId: number): Promise<TemplateDetail> {
-    try {
-      const response = await axios.get(`${this.baseUrl}/workflows/${workflowId}`);
-      return response.data.workflow;
-    } catch (error) {
-      logger.error(`Error fetching template detail for ${workflowId}:`, error);
-      throw error;
-    }
+  async fetchTemplateDetail(workflowId: number): Promise<TemplateDetail | null> {
+    const result = await this.retryWithBackoff(
+      async () => {
+        const response = await axios.get(`${this.baseUrl}/workflows/${workflowId}`);
+        return response.data.workflow;
+      },
+      `Fetching template detail for workflow ${workflowId}`
+    );
+
+    return result;
   }
   
   async fetchAllTemplateDetails(
-    workflows: TemplateWorkflow[], 
+    workflows: TemplateWorkflow[],
     progressCallback?: (current: number, total: number) => void
   ): Promise<Map<number, TemplateDetail>> {
     const details = new Map<number, TemplateDetail>();
-    
+    let skipped = 0;
+
     logger.info(`Fetching details for ${workflows.length} templates`);
-    
+
     for (let i = 0; i < workflows.length; i++) {
       const workflow = workflows[i];
-      
-      try {
-        const detail = await this.fetchTemplateDetail(workflow.id);
+
+      const detail = await this.fetchTemplateDetail(workflow.id);
+
+      if (detail !== null) {
         details.set(workflow.id, detail);
-        
-        if (progressCallback) {
-          progressCallback(i + 1, workflows.length);
-        }
-        
-        // Rate limiting (conservative to avoid API throttling)
-        await this.sleep(150); // 150ms between requests
-      } catch (error) {
-        logger.error(`Failed to fetch details for workflow ${workflow.id}:`, error);
-        // Continue with other templates
+      } else {
+        skipped++;
+        logger.warn(`Skipped workflow ${workflow.id} after ${this.maxRetries} failed attempts`);
       }
+
+      if (progressCallback) {
+        progressCallback(i + 1, workflows.length);
+      }
+
+      // Rate limiting (conservative to avoid API throttling)
+      await this.sleep(150); // 150ms between requests
     }
-    
-    logger.info(`Successfully fetched ${details.size} template details`);
+
+    logger.info(`Successfully fetched ${details.size} template details (${skipped} skipped)`);
     return details;
   }
   
diff --git a/src/templates/template-repository.ts b/src/templates/template-repository.ts
index 6db617b..00bbedd 100644
--- a/src/templates/template-repository.ts
+++ b/src/templates/template-repository.ts
@@ -496,10 +496,17 @@ export class TemplateRepository {
     // Count node usage
     const nodeCount: Record<string, number> = {};
     topNodes.forEach(t => {
-      const nodes = JSON.parse(t.nodes_used);
-      nodes.forEach((n: string) => {
-        nodeCount[n] = (nodeCount[n] || 0) + 1;
-      });
+      if (!t.nodes_used) return;
+      try {
+        const nodes = JSON.parse(t.nodes_used);
+        if (Array.isArray(nodes)) {
+          nodes.forEach((n: string) => {
+            nodeCount[n] = (nodeCount[n] || 0) + 1;
+          });
+        }
+      } catch (error) {
+        logger.warn(`Failed to parse nodes_used for template stats:`, error);
+      }
     });
     
     // Get top 10 most used nodes