Files
n8n-skills/skills/n8n-mcp-tools-expert/SKILL.md
czlonkowski 33e83c29dc refactor: Remove research context from skill content
Cleaned up all skills to remove research/telemetry context that was used
during design but is not needed at runtime when AI agents use the skills.

## Changes Made

### Pattern 1: Research Framing Removed
- "From analysis of X workflows/events" → Removed
- "From telemetry analysis:" → Replaced with operational context
- "Based on X real workflows" → Simplified to general statements

### Pattern 2: Popularity Metrics Removed
- "**Popularity**: Second most common (892 templates)" → Removed entirely
- "813 searches", "456 templates", etc. → Removed

### Pattern 3: Frequency Percentages Converted
- "**Frequency**: 45% of errors" → "Most common error"
- "**Frequency**: 28%" → "Second most common"
- "**Frequency**: 12%" → "Common error"
- Percentages in tables → Priority levels (Highest/High/Medium/Low)

### Pattern 4: Operational Guidance Kept
-  Success rates (91.7%) - helps tool selection
-  Average times (18s, 56s) - sets expectations
-  Relative priority (most common, typical) - guides decisions
-  Iteration counts (2-3 cycles) - manages expectations

## Files Modified (19 files across 4 skills)

**Skill #2: MCP Tools Expert (5 files)**
- Removed telemetry occurrence counts
- Kept success rates and average times

**Skill #3: Workflow Patterns (7 files)**
- Removed all popularity metrics from pattern files
- Removed "From analysis of 31,917 workflows"
- Removed template counts

**Skill #4: Validation Expert (4 files)**
- Converted frequency % to priority levels
- Removed "From analysis of 19,113 errors"
- Removed telemetry loop counts (kept iteration guidance)

**Skill #5: Node Configuration (3 files)**
- Removed workflow update counts
- Removed essentials call counts
- Kept success rates and timing guidance

## Result

Skills now provide clean, focused runtime guidance without research
justification. Content is more actionable for AI agents using the skills.

All technical guidance, examples, patterns, and operational metrics preserved.
Only removed: research methodology, data source attribution, and statistical
justification for design decisions.

🤖 Conceived by Romuald Członkowski - https://www.aiadvisors.pl/en
2025-10-20 11:45:04 +02:00

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---
name: n8n MCP Tools Expert
description: Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or using any n8n-mcp tool. Provides tool selection guidance, parameter formats, and common patterns.
---
# n8n MCP Tools Expert
Master guide for using n8n-mcp MCP server tools to build workflows.
---
## Tool Categories
n8n-mcp provides **40+ tools** organized into categories:
1. **Node Discovery** → [SEARCH_GUIDE.md](SEARCH_GUIDE.md)
2. **Configuration Validation** → [VALIDATION_GUIDE.md](VALIDATION_GUIDE.md)
3. **Workflow Management** → [WORKFLOW_GUIDE.md](WORKFLOW_GUIDE.md)
4. **Template Library** - Search and access 2,653 real workflows
5. **Documentation** - Get tool and node documentation
---
## Quick Reference
### Most Used Tools (by success rate)
| Tool | Use When | Success Rate | Speed |
|------|----------|--------------|-------|
| `search_nodes` | Finding nodes by keyword | 99.9% | <20ms |
| `get_node_essentials` | Understanding node operations | 91.7% | <10ms |
| `validate_node_operation` | Checking configurations | Varies | <100ms |
| `n8n_create_workflow` | Creating workflows | 96.8% | 100-500ms |
| `n8n_update_partial_workflow` | Editing workflows (MOST USED!) | 99.0% | 50-200ms |
| `validate_workflow` | Checking complete workflow | 95.5% | 100-500ms |
---
## Tool Selection Guide
### Finding the Right Node
**Workflow**:
```
1. search_nodes({query: "keyword"})
2. get_node_essentials({nodeType: "nodes-base.name"})
3. [Optional] get_node_documentation({nodeType: "nodes-base.name"})
```
**Example**:
```javascript
// Step 1: Search
search_nodes({query: "slack"})
// Returns: nodes-base.slack
// Step 2: Get details (18s avg between steps)
get_node_essentials({nodeType: "nodes-base.slack"})
// Returns: operations, properties, examples
```
**Common pattern**: search essentials (18s average)
### Validating Configuration
**Workflow**:
```
1. validate_node_minimal({nodeType, config: {}}) - Check required fields
2. validate_node_operation({nodeType, config, profile: "runtime"}) - Full validation
3. [Repeat] Fix errors, validate again
```
**Common pattern**: validate fix validate (23s thinking, 58s fixing per cycle)
### Managing Workflows
**Workflow**:
```
1. n8n_create_workflow({name, nodes, connections})
2. n8n_validate_workflow({id})
3. n8n_update_partial_workflow({id, operations: [...]})
4. n8n_validate_workflow({id}) again
```
**Common pattern**: iterative updates (56s average between edits)
---
## Critical: nodeType Formats
**Two different formats** for different tools!
### Format 1: Search/Validate Tools
```javascript
// Use SHORT prefix
"nodes-base.slack"
"nodes-base.httpRequest"
"nodes-base.webhook"
"nodes-langchain.agent"
```
**Tools that use this**:
- search_nodes (returns this format)
- get_node_essentials
- get_node_info
- validate_node_minimal
- validate_node_operation
- get_property_dependencies
### Format 2: Workflow Tools
```javascript
// Use FULL prefix
"n8n-nodes-base.slack"
"n8n-nodes-base.httpRequest"
"n8n-nodes-base.webhook"
"@n8n/n8n-nodes-langchain.agent"
```
**Tools that use this**:
- n8n_create_workflow
- n8n_update_partial_workflow
- list_node_templates
### Conversion
```javascript
// search_nodes returns BOTH formats
{
"nodeType": "nodes-base.slack", // For search/validate tools
"workflowNodeType": "n8n-nodes-base.slack" // For workflow tools
}
```
---
## Common Mistakes
### ❌ Mistake 1: Wrong nodeType Format
**Problem**: "Node not found" error
```javascript
get_node_essentials({nodeType: "slack"}) // Missing prefix
get_node_essentials({nodeType: "n8n-nodes-base.slack"}) // Wrong prefix
get_node_essentials({nodeType: "nodes-base.slack"}) // Correct!
```
### ❌ Mistake 2: Using get_node_info Instead of get_node_essentials
**Problem**: 20% failure rate, slow response, huge payload
```javascript
get_node_info({nodeType: "nodes-base.slack"})
// Returns: 100KB+ data, 20% chance of failure
get_node_essentials({nodeType: "nodes-base.slack"})
// Returns: 5KB focused data, 91.7% success, <10ms
```
**When to use get_node_info**:
- Debugging complex configuration issues
- Need complete property schema
- Exploring advanced features
**Better alternatives**:
1. get_node_essentials - for operations list
2. get_node_documentation - for readable docs
3. search_node_properties - for specific property
### ❌ Mistake 3: Not Using Validation Profiles
**Problem**: Too many false positives OR missing real errors
**Profiles**:
- `minimal` - Only required fields (fast, permissive)
- `runtime` - Values + types (recommended for pre-deployment)
- `ai-friendly` - Reduce false positives (for AI configuration)
- `strict` - Maximum validation (for production)
```javascript
validate_node_operation({nodeType, config}) // Uses default
validate_node_operation({nodeType, config, profile: "runtime"}) // Explicit
```
### ❌ Mistake 4: Ignoring Auto-Sanitization
**What happens**: ALL nodes sanitized on ANY workflow update
**Auto-fixes**:
- Binary operators (equals, contains) removes singleValue
- Unary operators (isEmpty, isNotEmpty) adds singleValue: true
- IF/Switch nodes adds missing metadata
**Cannot fix**:
- Broken connections
- Branch count mismatches
- Paradoxical corrupt states
```javascript
// After ANY update, auto-sanitization runs on ALL nodes
n8n_update_partial_workflow({id, operations: [...]})
// → Automatically fixes operator structures
```
### ❌ Mistake 5: Not Using Smart Parameters
**Problem**: Complex sourceIndex calculations for multi-output nodes
**Old way** (manual):
```javascript
// IF node connection
{
type: "addConnection",
source: "IF",
target: "Handler",
sourceIndex: 0 // Which output? Hard to remember!
}
```
**New way** (smart parameters):
```javascript
// IF node - semantic branch names
{
type: "addConnection",
source: "IF",
target: "True Handler",
branch: "true" // Clear and readable!
}
{
type: "addConnection",
source: "IF",
target: "False Handler",
branch: "false"
}
// Switch node - semantic case numbers
{
type: "addConnection",
source: "Switch",
target: "Handler A",
case: 0
}
```
---
## Tool Usage Patterns
### Pattern 1: Node Discovery (Most Common)
**Common workflow**: 18s average between steps
```javascript
// Step 1: Search (fast!)
const results = await search_nodes({
query: "slack",
mode: "OR", // Default: any word matches
limit: 20
});
// → Returns: nodes-base.slack, nodes-base.slackTrigger
// Step 2: Get details (~18s later, user reviewing results)
const details = await get_node_essentials({
nodeType: "nodes-base.slack",
includeExamples: true // Get real template configs
});
// → Returns: operations, properties, metadata
```
### Pattern 2: Validation Loop
**Typical cycle**: 23s thinking, 58s fixing
```javascript
// Step 1: Validate
const result = await validate_node_operation({
nodeType: "nodes-base.slack",
config: {
resource: "channel",
operation: "create"
},
profile: "runtime"
});
// Step 2: Check errors (~23s thinking)
if (!result.valid) {
console.log(result.errors); // "Missing required field: name"
}
// Step 3: Fix config (~58s fixing)
config.name = "general";
// Step 4: Validate again
await validate_node_operation({...}); // Repeat until clean
```
### Pattern 3: Workflow Editing
**Most used update tool**: 99.0% success rate, 56s average between edits
```javascript
// Iterative workflow building (NOT one-shot!)
// Edit 1
await n8n_update_partial_workflow({
id: "workflow-id",
operations: [{type: "addNode", node: {...}}]
});
// ~56s later...
// Edit 2
await n8n_update_partial_workflow({
id: "workflow-id",
operations: [{type: "addConnection", source: "...", target: "..."}]
});
// ~56s later...
// Edit 3 (validation)
await n8n_validate_workflow({id: "workflow-id"});
```
---
## Detailed Guides
### Node Discovery Tools
See [SEARCH_GUIDE.md](SEARCH_GUIDE.md) for:
- search_nodes (99.9% success)
- get_node_essentials vs get_node_info
- list_nodes by category
- search_node_properties for specific fields
### Validation Tools
See [VALIDATION_GUIDE.md](VALIDATION_GUIDE.md) for:
- Validation profiles explained
- validate_node_minimal vs validate_node_operation
- validate_workflow complete structure
- Auto-sanitization system
- Handling validation errors
### Workflow Management
See [WORKFLOW_GUIDE.md](WORKFLOW_GUIDE.md) for:
- n8n_create_workflow
- n8n_update_partial_workflow (15 operation types!)
- Smart parameters (branch, case)
- AI connection types (8 types)
- cleanStaleConnections recovery
---
## Template Usage
### Search Templates
```javascript
// Search by keyword
search_templates({
query: "webhook slack",
limit: 20
});
// → Returns: 1,085 templates with metadata
// Get template details
get_template({
templateId: 2947, // Weather to Slack
mode: "structure" // or "full" for complete JSON
});
```
### Template Metadata
Templates include:
- Complexity (simple, medium, complex)
- Setup time estimate
- Required services
- Categories and use cases
- View counts (popularity)
---
## Self-Help Tools
### Get Tool Documentation
```javascript
// List all tools
tools_documentation()
// Specific tool details
tools_documentation({
topic: "search_nodes",
depth: "full"
})
```
### Health Check
```javascript
// Verify MCP server connectivity
n8n_health_check()
// → Returns: status, features, API availability, version
```
### Database Statistics
```javascript
get_database_statistics()
// → Returns: 537 nodes, 270 AI tools, 2,653 templates
```
---
## Tool Availability
**Always Available** (no n8n API needed):
- search_nodes, list_nodes, get_node_essentials
- validate_node_minimal, validate_node_operation
- validate_workflow, get_property_dependencies
- search_templates, get_template, list_tasks
- tools_documentation, get_database_statistics
**Requires n8n API** (N8N_API_URL + N8N_API_KEY):
- n8n_create_workflow
- n8n_update_partial_workflow
- n8n_validate_workflow (by ID)
- n8n_list_workflows, n8n_get_workflow
- n8n_trigger_webhook_workflow
If API tools unavailable, use templates and validation-only workflows.
---
## Performance Characteristics
| Tool | Response Time | Payload Size | Reliability |
|------|---------------|--------------|-------------|
| search_nodes | <20ms | Small | 99.9% |
| list_nodes | <20ms | Small | 99.6% |
| get_node_essentials | <10ms | ~5KB | 91.7% |
| get_node_info | Varies | 100KB+ | 80% |
| validate_node_minimal | <100ms | Small | 97.4% |
| validate_node_operation | <100ms | Medium | Varies |
| validate_workflow | 100-500ms | Medium | 95.5% |
| n8n_create_workflow | 100-500ms | Medium | 96.8% |
| n8n_update_partial_workflow | 50-200ms | Small | 99.0% |
---
## Best Practices
### ✅ Do
- Use get_node_essentials over get_node_info (91.7% vs 80%)
- Specify validation profile explicitly
- Use smart parameters (branch, case) for clarity
- Follow search essentials validate workflow
- Iterate workflows (avg 56s between edits)
- Validate after every significant change
- Use includeExamples: true for real configs
### ❌ Don't
- Use get_node_info unless necessary (20% failure rate!)
- Forget nodeType prefix (nodes-base.*)
- Skip validation profiles (use "runtime")
- Try to build workflows in one shot (iterate!)
- Ignore auto-sanitization behavior
- Use full prefix (n8n-nodes-base.*) with search tools
---
## Summary
**Most Important**:
1. Use **get_node_essentials**, not get_node_info (5KB vs 100KB, 91.7% vs 80%)
2. nodeType formats differ: `nodes-base.*` (search) vs `n8n-nodes-base.*` (workflows)
3. Specify **validation profiles** (runtime recommended)
4. Use **smart parameters** (branch="true", case=0)
5. **Auto-sanitization** runs on ALL nodes during updates
6. Workflows are built **iteratively** (56s avg between edits)
**Common Workflow**:
1. search_nodes find node
2. get_node_essentials understand config
3. validate_node_operation check config
4. n8n_create_workflow build
5. n8n_validate_workflow verify
6. n8n_update_partial_workflow iterate
For details, see:
- [SEARCH_GUIDE.md](SEARCH_GUIDE.md) - Node discovery
- [VALIDATION_GUIDE.md](VALIDATION_GUIDE.md) - Configuration validation
- [WORKFLOW_GUIDE.md](WORKFLOW_GUIDE.md) - Workflow management
---
**Related Skills**:
- n8n Expression Syntax - Write expressions in workflow fields
- n8n Workflow Patterns - Architectural patterns from templates
- n8n Validation Expert - Interpret validation errors
- n8n Node Configuration - Operation-specific requirements