n8n-mcp-tools-expert
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.
What this skill does
# n8n MCP Tools Expert
Master guide for using n8n-mcp MCP server tools to build workflows.
---
## Tool Categories
n8n-mcp provides 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 deploy 2,700+ real workflows
5. **Documentation & Guides** - Tool docs, AI agent guide, Code node guides
---
## Quick Reference
### Most Used Tools (by success rate)
| Tool | Use When | Speed |
|------|----------|-------|
| `search_nodes` | Finding nodes by keyword | <20ms |
| `get_node` | Understanding node operations (detail="standard") | <10ms |
| `validate_node` | Checking configurations (mode="full") | <100ms |
| `n8n_create_workflow` | Creating workflows | 100-500ms |
| `n8n_update_partial_workflow` | Editing workflows (MOST USED!) | 50-200ms |
| `validate_workflow` | Checking complete workflow | 100-500ms |
| `n8n_deploy_template` | Deploy template to n8n instance | 200-500ms |
---
## Tool Selection Guide
### Finding the Right Node
**Workflow**:
```
1. search_nodes({query: "keyword"})
2. get_node({nodeType: "nodes-base.name"})
3. [Optional] get_node({nodeType: "nodes-base.name", mode: "docs"})
```
**Example**:
```javascript
// Step 1: Search
search_nodes({query: "slack"})
// Returns: nodes-base.slack
// Step 2: Get details
get_node({nodeType: "nodes-base.slack"})
// Returns: operations, properties, examples (standard detail)
// Step 3: Get readable documentation
get_node({nodeType: "nodes-base.slack", mode: "docs"})
// Returns: markdown documentation
```
**Common pattern**: search → get_node (18s average)
### Validating Configuration
**Workflow**:
```
1. validate_node({nodeType, config: {}, mode: "minimal"}) - Check required fields
2. validate_node({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
5. n8n_update_partial_workflow({id, operations: [{type: "activateWorkflow"}]})
```
**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
- validate_node
- validate_workflow
### 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
### 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
// WRONG
get_node({nodeType: "slack"}) // Missing prefix
get_node({nodeType: "n8n-nodes-base.slack"}) // Wrong prefix
// CORRECT
get_node({nodeType: "nodes-base.slack"})
```
### Mistake 2: Using detail="full" by Default
**Problem**: Huge payload, slower response, token waste
```javascript
// WRONG - Returns 3-8K tokens, use sparingly
get_node({nodeType: "nodes-base.slack", detail: "full"})
// CORRECT - Returns 1-2K tokens, covers 95% of use cases
get_node({nodeType: "nodes-base.slack"}) // detail="standard" is default
get_node({nodeType: "nodes-base.slack", detail: "standard"})
```
**When to use detail="full"**:
- Debugging complex configuration issues
- Need complete property schema with all nested options
- Exploring advanced features
**Better alternatives**:
1. `get_node({detail: "standard"})` - for operations list (default)
2. `get_node({mode: "docs"})` - for readable documentation
3. `get_node({mode: "search_properties", propertyQuery: "auth"})` - 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
// WRONG - Uses default profile
validate_node({nodeType, config})
// CORRECT - Explicit profile
validate_node({nodeType, config, profile: "runtime"})
```
### 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
}
```
### Mistake 6: Not Using intent Parameter
**Problem**: Less helpful tool responses
```javascript
// WRONG - No context for response
n8n_update_partial_workflow({
id: "abc",
operations: [{type: "addNode", node: {...}}]
})
// CORRECT - Better AI responses
n8n_update_partial_workflow({
id: "abc",
intent: "Add error handling for API failures",
operations: [{type: "addNode", node: {...}}]
})
```
---
## 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({
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({
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({...}); // 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",
intent: "Add webhook trigger",
operations: [{type: "aRelated in AI Agents
skill-development
IncludedComprehensive meta-skill for creating, managing, validating, auditing, and distributing Claude Code skills and slash commands (unified in v2.1.3+). Provides skill templates, creation workflows, validation patterns, audit checklists, naming conventions, YAML frontmatter guidance, progressive disclosure examples, and best practices lookup. Use when creating new skills, validating existing skills, auditing skill quality, understanding skill architecture, needing skill templates, learning about YAML frontmatter requirements, progressive disclosure patterns, tool restrictions (allowed-tools), skill composition, skill naming conventions, troubleshooting skill activation issues, creating custom slash commands, configuring command frontmatter, using command arguments ($ARGUMENTS, $1, $2), bash execution in commands, file references in commands, command namespacing, plugin commands, MCP slash commands, Skill tool configuration, or deciding between skills vs slash commands. Delegates to docs-management skill for official documentation.
reprompter
IncludedTransform messy prompts into well-structured, effective prompts — single or multi-agent. Use when: "reprompt", "reprompt this", "clean up this prompt", "structure my prompt", rough text needing XML tags and best practices, "reprompter teams", "repromptception", "run with quality", "smart run", "smart agents", multi-agent tasks, audits, parallel work, anything going to agent teams. Don't use when: simple Q&A, pure chat, immediate execution-only tasks. See "Don't Use When" section for details. Outputs: Structured XML/Markdown prompt, quality score (before/after), optional team brief + per-agent sub-prompts, agent team output files. Success criteria: Single mode quality score ≥ 7/10; Repromptception per-agent prompt quality score 8+/10; all required sections present, actionable and specific.
adaptive-compaction
IncludedAdaptive add-on policy and recovery layer that decides WHEN to compact, prune, snapshot, or fork -- replacing fixed-percent auto-compaction across Claude Code, Codex, and MCP-capable hosts. Trigger on auto-compact timing or damage: "when should I compact", "is it safe to compact now or start a fresh session", "auto-compact fires too early/mid-task", "switching to an unrelated task but the window still has space", "context rot", "answers get worse the longer the session runs", "the agent forgot the plan or my decisions after it summarized", "add a layer on top that manages context without changing the agent", raising autoCompactWindow to give the policy room, or installing/tuning a cross-tool compaction policy or PreCompact hook -- even when "compaction" is never said but the problem is context-window pressure or post-summarization memory loss. Do NOT use to summarize a conversation, build RAG, write a summarization prompt (decides WHEN not HOW), or answer max-context-length trivia.
agent-skill-creator
IncludedCreate cross-platform agent skills from workflow descriptions. Activates when users ask to create an agent, automate a repetitive workflow, create a custom skill, or need advanced agent creation. Triggers on phrases like create agent for, automate workflow, create skill for, every day I have to, daily I need to, turn process into agent, need to automate, create a cross-platform skill, validate this skill, export this skill, migrate this skill. Supports single skills, multi-agent suites, transcript processing, template-based creation, interactive configuration, cross-platform export, and spec validation.
llm-wiki
IncludedUse when building or maintaining a persistent personal knowledge base (second brain) in Obsidian where an LLM incrementally ingests sources, updates entity/concept pages, maintains cross-references, and keeps a synthesis current. Triggers include "second brain", "Obsidian wiki", "personal knowledge management", "ingest this paper/article/book", "build a research wiki", "compound knowledge", "Memex", or whenever the user wants knowledge to accumulate across sessions instead of being re-derived by RAG on every query.
skill-master
IncludedAgent Skills authoring, evaluation, and optimization. Create, edit, validate, benchmark, and improve skills following the agentskills.io specification. Use when designing SKILL.md files, structuring skill folders (references, scripts, assets), ingesting external documentation into skills, running trigger evals, benchmarking skill quality, optimizing descriptions, or performing blind A/B comparisons. Keywords: agentskills.io, SKILL.md, skill authoring, eval, benchmark, trigger optimization.