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Integration between n8n workflow automation and Model Context Protocol (MCP)

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    Readme

    n8n-MCP

    License: MIT GitHub stars Version npm version n8n version Docker

    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.

    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:

    • πŸ“š 525 n8n nodes from both n8n-nodes-base and @n8n/n8n-nodes-langchain
    • πŸ”§ Node properties - 99% coverage with detailed schemas
    • ⚑ Node operations - 63.6% coverage of available actions
    • πŸ“„ Documentation - 90% coverage from official n8n docs (including AI nodes)
    • πŸ€– AI tools - 263 AI-capable nodes detected with full documentation

    πŸš€ Quick Start

    Get n8n-MCP running in 5 minutes:

    Option 1: npx (Fastest - No Installation!) πŸš€

    Prerequisites: Node.js installed on your system

    # Run directly with npx (no installation needed!)
    npx n8n-mcp

    Add to Claude Desktop config:

    Basic configuration (documentation tools only):

    {
      "mcpServers": {
        "n8n-mcp": {
          "command": "npx",
          "args": ["n8n-mcp"],
          "env": {
            "MCP_MODE": "stdio",
            "LOG_LEVEL": "error",
            "DISABLE_CONSOLE_OUTPUT": "true"
          }
        }
      }
    }

    Full configuration (with n8n management tools):

    {
      "mcpServers": {
        "n8n-mcp": {
          "command": "npx",
          "args": ["n8n-mcp"],
          "env": {
            "MCP_MODE": "stdio",
            "LOG_LEVEL": "error",
            "DISABLE_CONSOLE_OUTPUT": "true",
            "N8N_API_URL": "https://your-n8n-instance.com",
            "N8N_API_KEY": "your-api-key"
          }
        }
      }
    }

    Note: npx will download and run the latest version automatically. The package includes a pre-built database with all n8n node information.

    Configuration file locations:

    • macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
    • Windows: %APPDATA%\Claude\claude_desktop_config.json
    • Linux: ~/.config/Claude/claude_desktop_config.json

    Restart Claude Desktop after updating configuration - That's it! πŸŽ‰

    Option 2: Docker (Easy & Isolated) 🐳

    Prerequisites: Docker installed on your system

    πŸ“¦ Install Docker (click to expand)

    macOS:

    # Using Homebrew
    brew install --cask docker
    
    # Or download from https://www.docker.com/products/docker-desktop/

    Linux (Ubuntu/Debian):

    # Update package index
    sudo apt-get update
    
    # Install Docker
    sudo apt-get install docker.io
    
    # Start Docker service
    sudo systemctl start docker
    sudo systemctl enable docker
    
    # Add your user to docker group (optional, to run without sudo)
    sudo usermod -aG docker $USER
    # Log out and back in for this to take effect

    Windows:

    # Option 1: Using winget (Windows Package Manager)
    winget install Docker.DockerDesktop
    
    # Option 2: Using Chocolatey
    choco install docker-desktop
    
    # Option 3: Download installer from https://www.docker.com/products/docker-desktop/

    Verify installation:

    docker --version
    # Pull the Docker image (~280MB, no n8n dependencies!)
    docker pull ghcr.io/czlonkowski/n8n-mcp:latest

    ⚑ Ultra-optimized: Our Docker image is 82% smaller than typical n8n images because it contains NO n8n dependencies - just the runtime MCP server with a pre-built database!

    Add to Claude Desktop config:

    Basic configuration (documentation tools only):

    {
      "mcpServers": {
        "n8n-mcp": {
          "command": "docker",
          "args": [
            "run",
            "-i",
            "--rm",
            "-e", "MCP_MODE=stdio",
            "-e", "LOG_LEVEL=error",
            "-e", "DISABLE_CONSOLE_OUTPUT=true",
            "ghcr.io/czlonkowski/n8n-mcp:latest"
          ]
        }
      }
    }

    Full configuration (with n8n management tools):

    {
      "mcpServers": {
        "n8n-mcp": {
          "command": "docker",
          "args": [
            "run",
            "-i",
            "--rm",
            "-e", "MCP_MODE=stdio",
            "-e", "LOG_LEVEL=error",
            "-e", "DISABLE_CONSOLE_OUTPUT=true",
            "-e", "N8N_API_URL=https://your-n8n-instance.com",
            "-e", "N8N_API_KEY=your-api-key",
            "ghcr.io/czlonkowski/n8n-mcp:latest"
          ]
        }
      }
    }

    πŸ’‘ Tip: If you’re running n8n locally on the same machine (e.g., via Docker), use http://host.docker.internal:5678 as the N8N_API_URL.

    Note: The n8n API credentials are optional. Without them, you'll have access to all documentation and validation tools. With them, you'll additionally get workflow management capabilities (create, update, execute workflows).

    Important: The -i flag is required for MCP stdio communication.

    Configuration file locations:

    • macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
    • Windows: %APPDATA%\Claude\claude_desktop_config.json
    • Linux: ~/.config/Claude/claude_desktop_config.json

    Restart Claude Desktop after updating configuration - That's it! πŸŽ‰

    Option 3: Local Installation (For Development)

    Prerequisites: Node.js installed on your system

    # 1. Clone and setup
    git clone https://github.com/czlonkowski/n8n-mcp.git
    cd n8n-mcp
    npm install
    npm run build
    npm run rebuild
    
    # 2. Test it works
    npm start

    Add to Claude Desktop config:

    Basic configuration (documentation tools only):

    {
      "mcpServers": {
        "n8n-mcp": {
          "command": "node",
          "args": ["/absolute/path/to/n8n-mcp/dist/mcp/index.js"],
          "env": {
            "MCP_MODE": "stdio",
            "LOG_LEVEL": "error",
            "DISABLE_CONSOLE_OUTPUT": "true"
          }
        }
      }
    }

    Full configuration (with n8n management tools):

    {
      "mcpServers": {
        "n8n-mcp": {
          "command": "node",
          "args": ["/absolute/path/to/n8n-mcp/dist/mcp/index.js"],
          "env": {
            "MCP_MODE": "stdio",
            "LOG_LEVEL": "error",
            "DISABLE_CONSOLE_OUTPUT": "true",
            "N8N_API_URL": "https://your-n8n-instance.com",
            "N8N_API_KEY": "your-api-key"
          }
        }
      }
    }

    Note: The n8n API credentials can be configured either in a .env file (create from .env.example) or directly in the Claude config as shown above.

    πŸ’‘ Tip: If you’re running n8n locally on the same machine (e.g., via Docker), use http://host.docker.internal:5678 as the N8N_API_URL.

    πŸ€– Claude Project Setup

    For the best results when using n8n-MCP with Claude Projects, use these enhanced system instructions:

    You are an expert in n8n automation software using n8n-MCP tools. Your role is to design, build, and validate n8n workflows with maximum accuracy and efficiency.
    
    ## Core Workflow Process
    
    1. **ALWAYS start with**: `tools_documentation()` to understand best practices and available tools.
    
    2. **Discovery Phase** - Find the right nodes:
       - `search_nodes({query: 'keyword'})` - Search by functionality
       - `list_nodes({category: 'trigger'})` - Browse by category
       - `list_ai_tools()` - See AI-capable nodes (remember: ANY node can be an AI tool!)
    
    3. **Configuration Phase** - Get node details efficiently:
       - `get_node_essentials(nodeType)` - Start here! Only 10-20 essential properties
       - `search_node_properties(nodeType, 'auth')` - Find specific properties
       - `get_node_for_task('send_email')` - Get pre-configured templates
       - `get_node_documentation(nodeType)` - Human-readable docs when needed
    
    4. **Pre-Validation Phase** - Validate BEFORE building:
       - `validate_node_minimal(nodeType, config)` - Quick required fields check
       - `validate_node_operation(nodeType, config, profile)` - Full operation-aware validation
       - Fix any validation errors before proceeding
    
    5. **Building Phase** - Create the workflow:
       - Use validated configurations from step 4
       - Connect nodes with proper structure
       - Add error handling where appropriate
       - Use expressions like $json, $node["NodeName"].json
       - Build the workflow in an artifact (unless the user asked to create in n8n instance)
    
    6. **Workflow Validation Phase** - Validate complete workflow:
       - `validate_workflow(workflow)` - Complete validation including connections
       - `validate_workflow_connections(workflow)` - Check structure and AI tool connections
       - `validate_workflow_expressions(workflow)` - Validate all n8n expressions
       - Fix any issues found before deployment
    
    7. **Deployment Phase** (if n8n API configured):
       - `n8n_create_workflow(workflow)` - Deploy validated workflow
       - `n8n_validate_workflow({id: 'workflow-id'})` - Post-deployment validation
       - `n8n_update_partial_workflow()` - Make incremental updates using diffs
       - `n8n_trigger_webhook_workflow()` - Test webhook workflows
    
    ## Key Insights
    
    - **VALIDATE EARLY AND OFTEN** - Catch errors before they reach production
    - **USE DIFF UPDATES** - Use n8n_update_partial_workflow for 80-90% token savings
    - **ANY node can be an AI tool** - not just those with usableAsTool=true
    - **Pre-validate configurations** - Use validate_node_minimal before building
    - **Post-validate workflows** - Always validate complete workflows before deployment
    - **Incremental updates** - Use diff operations for existing workflows
    - **Test thoroughly** - Validate both locally and after deployment to n8n
    
    ## Validation Strategy
    
    ### Before Building:
    1. validate_node_minimal() - Check required fields
    2. validate_node_operation() - Full configuration validation
    3. Fix all errors before proceeding
    
    ### After Building:
    1. validate_workflow() - Complete workflow validation
    2. validate_workflow_connections() - Structure validation
    3. validate_workflow_expressions() - Expression syntax check
    
    ### After Deployment:
    1. n8n_validate_workflow({id}) - Validate deployed workflow
    2. n8n_list_executions() - Monitor execution status
    3. n8n_update_partial_workflow() - Fix issues using diffs
    
    ## Response Structure
    
    1. **Discovery**: Show available nodes and options
    2. **Pre-Validation**: Validate node configurations first
    3. **Configuration**: Show only validated, working configs
    4. **Building**: Construct workflow with validated components
    5. **Workflow Validation**: Full workflow validation results
    6. **Deployment**: Deploy only after all validations pass
    7. **Post-Validation**: Verify deployment succeeded
    
    ## Example Workflow
    
    ### 1. Discovery & Configuration
    search_nodes({query: 'slack'})
    get_node_essentials('n8n-nodes-base.slack')
    
    ### 2. Pre-Validation
    validate_node_minimal('n8n-nodes-base.slack', {resource:'message', operation:'send'})
    validate_node_operation('n8n-nodes-base.slack', fullConfig, 'runtime')
    
    ### 3. Build Workflow
    // Create workflow JSON with validated configs
    
    ### 4. Workflow Validation
    validate_workflow(workflowJson)
    validate_workflow_connections(workflowJson)
    validate_workflow_expressions(workflowJson)
    
    ### 5. Deploy (if configured)
    n8n_create_workflow(validatedWorkflow)
    n8n_validate_workflow({id: createdWorkflowId})
    
    ### 6. Update Using Diffs
    n8n_update_partial_workflow({
      workflowId: id,
      operations: [
        {type: 'updateNode', nodeId: 'slack1', changes: {position: [100, 200]}}
      ]
    })
    
    ## Important Rules
    
    - ALWAYS validate before building
    - ALWAYS validate after building
    - NEVER deploy unvalidated workflows
    - USE diff operations for updates (80-90% token savings)
    - STATE validation results clearly
    - FIX all errors before proceeding

    Save these instructions in your Claude Project for optimal n8n workflow assistance with comprehensive validation.

    Features

    • πŸ” Smart Node Search: Find nodes by name, category, or functionality
    • πŸ“– Essential Properties: Get only the 10-20 properties that matter (NEW in v2.4.0)
    • 🎯 Task Templates: Pre-configured settings for common automation tasks
    • βœ… Config Validation: Validate node configurations before deployment
    • πŸ”— Dependency Analysis: Understand property relationships and conditions
    • πŸ’‘ Working Examples: Real-world examples for immediate use
    • ⚑ Fast Response: Average query time ~12ms with optimized SQLite
    • 🌐 Universal Compatibility: Works with any Node.js version

    πŸ’¬ Why n8n-MCP? A Testimonial from Claude

    "Before MCP, I was translating. Now I'm composing. And that changes everything about how we can build automation."

    When Claude, Anthropic's AI assistant, tested n8n-MCP, the results were transformative:

    Without MCP: "I was basically playing a guessing game. 'Is it scheduleTrigger or schedule? Does it take interval or rule?' I'd write what seemed logical, but n8n has its own conventions that you can't just intuit. I made six different configuration errors in a simple HackerNews scraper."

    With MCP: "Everything just... worked. Instead of guessing, I could ask get_node_essentials() and get exactly what I needed - not a 100KB JSON dump, but the actual 5-10 properties that matter. What took 45 minutes now takes 3 minutes."

    The Real Value: "It's about confidence. When you're building automation workflows, uncertainty is expensive. One wrong parameter and your workflow fails at 3 AM. With MCP, I could validate my configuration before deployment. That's not just time saved - that's peace of mind."

    Read the full interview β†’

    πŸ“‘ Available MCP Tools

    Once connected, Claude can use these powerful tools:

    Core Tools

    • tools_documentation - Get documentation for any MCP tool (START HERE!)
    • list_nodes - List all n8n nodes with filtering options
    • get_node_info - Get comprehensive information about a specific node
    • get_node_essentials - Get only essential properties with examples (10-20 properties instead of 200+)
    • search_nodes - Full-text search across all node documentation
    • search_node_properties - Find specific properties within nodes
    • list_ai_tools - List all AI-capable nodes (ANY node can be used as AI tool!)
    • get_node_as_tool_info - Get guidance on using any node as an AI tool

    Advanced Tools

    • get_node_for_task - Pre-configured node settings for common tasks
    • list_tasks - Discover available task templates
    • validate_node_operation - Validate node configurations (operation-aware, profiles support)
    • validate_node_minimal - Quick validation for just required fields
    • validate_workflow - Complete workflow validation including AI tool connections
    • validate_workflow_connections - Check workflow structure and AI tool connections
    • validate_workflow_expressions - Validate n8n expressions including $fromAI()
    • get_property_dependencies - Analyze property visibility conditions
    • get_node_documentation - Get parsed documentation from n8n-docs
    • get_database_statistics - View database metrics and coverage

    n8n Management Tools (Optional - Requires API Configuration)

    These powerful tools allow you to manage n8n workflows directly from Claude. They're only available when you provide N8N_API_URL and N8N_API_KEY in your configuration.

    Workflow Management

    • n8n_create_workflow - Create new workflows with nodes and connections
    • n8n_get_workflow - Get complete workflow by ID
    • n8n_get_workflow_details - Get workflow with execution statistics
    • n8n_get_workflow_structure - Get simplified workflow structure
    • n8n_get_workflow_minimal - Get minimal workflow info (ID, name, active status)
    • n8n_update_full_workflow - Update entire workflow (complete replacement)
    • n8n_update_partial_workflow - Update workflow using diff operations (NEW in v2.7.0!)
    • n8n_delete_workflow - Delete workflows permanently
    • n8n_list_workflows - List workflows with filtering and pagination
    • n8n_validate_workflow - Validate workflows already in n8n by ID (NEW in v2.6.3)

    Execution Management

    • n8n_trigger_webhook_workflow - Trigger workflows via webhook URL
    • n8n_get_execution - Get execution details by ID
    • n8n_list_executions - List executions with status filtering
    • n8n_delete_execution - Delete execution records

    System Tools

    • n8n_health_check - Check n8n API connectivity and features
    • n8n_diagnostic - Troubleshoot management tools visibility and configuration issues
    • n8n_list_available_tools - List all available management tools

    Example Usage

    // Get essentials for quick configuration
    get_node_essentials("nodes-base.httpRequest")
    
    // Find nodes for a specific task
    search_nodes({ query: "send email gmail" })
    
    // Get pre-configured settings
    get_node_for_task("send_email")
    
    // Validate before deployment
    validate_node_operation({
      nodeType: "nodes-base.httpRequest",
      config: { method: "POST", url: "..." },
      profile: "runtime" // or "minimal", "ai-friendly", "strict"
    })
    
    // Quick required field check
    validate_node_minimal({
      nodeType: "nodes-base.slack",
      config: { resource: "message", operation: "send" }
    })

    πŸ’» Local Development Setup

    For contributors and advanced users:

    Prerequisites:

    • Node.js (any version - automatic fallback if needed)
    • npm or yarn
    • Git
    # 1. Clone the repository
    git clone https://github.com/czlonkowski/n8n-mcp.git
    cd n8n-mcp
    
    # 2. Clone n8n docs (optional but recommended)
    git clone https://github.com/n8n-io/n8n-docs.git ../n8n-docs
    
    # 3. Install and build
    npm install
    npm run build
    
    # 4. Initialize database
    npm run rebuild
    
    # 5. Start the server
    npm start          # stdio mode for Claude Desktop
    npm run start:http # HTTP mode for remote access

    Development Commands

    # Build & Test
    npm run build          # Build TypeScript
    npm run rebuild        # Rebuild node database
    npm run test-nodes     # Test critical nodes
    npm run validate       # Validate node data
    npm test               # Run all tests
    
    # Update Dependencies
    npm run update:n8n:check  # Check for n8n updates
    npm run update:n8n        # Update n8n packages
    
    # Run Server
    npm run dev            # Development with auto-reload
    npm run dev:http       # HTTP dev mode

    πŸ“š Documentation

    Setup Guides

    Feature Documentation

    Development & Deployment

    Project Information

    πŸ“Š Metrics & Coverage

    Current database coverage (n8n v1.100.1):

    • βœ… 525/525 nodes loaded (100%)
    • βœ… 520 nodes with properties (99%)
    • βœ… 470 nodes with documentation (90%)
    • βœ… 263 AI-capable tools detected
    • βœ… AI Agent & LangChain nodes fully documented
    • ⚑ Average response time: ~12ms
    • πŸ’Ύ Database size: ~15MB (optimized)

    πŸ”„ Recent Updates

    v2.7.4 - Self-Documenting MCP Tools

    • βœ… RENAMED: start_here_workflow_guide β†’ tools_documentation for clarity
    • βœ… NEW: Depth parameter - Control documentation detail with "essentials" or "full"
    • βœ… NEW: Per-tool documentation - Get help for any specific MCP tool by name
    • βœ… CONCISE: Essential info by default, comprehensive docs on demand
    • βœ… LLM-FRIENDLY: Plain text format instead of JSON for better readability
    • βœ… QUICK HELP: Call without parameters for immediate quick reference
    • βœ… 8 TOOLS DOCUMENTED: Complete documentation for most commonly used tools

    v2.7.0 - Diff-Based Workflow Editing with Transactional Updates

    • βœ… NEW: n8n_update_partial_workflow tool - Update workflows using diff operations
    • βœ… RENAMED: n8n_update_workflow β†’ n8n_update_full_workflow for clarity
    • βœ… 80-90% TOKEN SAVINGS: Only send changes, not entire workflow JSON
    • βœ… 13 OPERATIONS: addNode, removeNode, updateNode, moveNode, enable/disable, connections, settings, tags
    • βœ… TRANSACTIONAL: Two-pass processing allows adding nodes and connections in any order
    • βœ… 5 OPERATION LIMIT: Ensures reliability and atomic updates
    • βœ… VALIDATION MODE: Test changes with validateOnly: true before applying
    • βœ… IMPROVED DOCS: Comprehensive parameter documentation and examples

    v2.6.3 - n8n Instance Workflow Validation

    • βœ… NEW: n8n_validate_workflow tool - Validate workflows directly from n8n instance by ID
    • βœ… FETCHES: Retrieves workflow from n8n API and runs comprehensive validation
    • βœ… CONSISTENT: Uses same WorkflowValidator for reliability
    • βœ… FLEXIBLE: Supports all validation profiles and options
    • βœ… INTEGRATED: Part of complete workflow lifecycle management
    • βœ… SIMPLE: AI agents need only workflow ID, no JSON required

    v2.6.2 - Enhanced Workflow Creation Validation

    • βœ… NEW: Node type validation - Verifies node types actually exist in n8n
    • βœ… FIXED: Critical issue with nodes-base.webhook validation - now caught before database lookup
    • βœ… NEW: Smart suggestions for common mistakes (e.g., webhook β†’ n8n-nodes-base.webhook)
    • βœ… NEW: Minimum viable workflow validation - Prevents single-node workflows (except webhooks)
    • βœ… NEW: Empty connection detection - Catches multi-node workflows with no connections
    • βœ… ENHANCED: Error messages with clear guidance and examples
    • βœ… PREVENTS: Broken workflows that show as question marks in n8n UI

    See CHANGELOG.md for full version history.

    ⚠️ Known Issues

    Claude Desktop Container Duplication

    When using n8n-MCP with Claude Desktop in Docker mode, Claude Desktop may start the container twice during initialization. This is a known Claude Desktop bug (modelcontextprotocol/servers#812).

    Symptoms:

    • Two identical containers running for the same MCP server
    • Container name conflicts if using --name parameter
    • Doubled resource usage

    Workarounds:

    1. Avoid using --name parameter - Let Docker assign random names:
    {
      "mcpServers": {
        "n8n-mcp": {
          "command": "docker",
          "args": [
            "run", "-i", "--rm",
            "ghcr.io/czlonkowski/n8n-mcp:latest"
          ]
        }
      }
    }
    1. Use HTTP mode instead - Deploy n8n-mcp as a standalone HTTP server:
    docker compose up -d  # Start HTTP server

    Then connect via mcp-remote (see HTTP Deployment Guide)

    1. Use Docker MCP Toolkit - Better container management through Docker Desktop

    This issue does not affect the functionality of n8n-MCP itself, only the container management in Claude Desktop.

    πŸ“¦ License

    MIT License - see LICENSE for details.

    Attribution appreciated! If you use n8n-MCP, consider:

    • ⭐ Starring this repository
    • πŸ’¬ Mentioning it in your project
    • πŸ”— Linking back to this repo

    🀝 Contributing

    Contributions are welcome! Please:

    1. Fork the repository
    2. Create a feature branch
    3. Run tests (npm test)
    4. Submit a pull request

    πŸ‘ Acknowledgments

    • n8n team for the workflow automation platform
    • Anthropic for the Model Context Protocol
    • All contributors and users of this project

    Built with ❀️ for the n8n community
    Making AI + n8n workflow creation delightful