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n8n Architect MCP Server

Production-grade MCP server for n8n workflow orchestration.

Features

  • Smart Upsert: Create or update workflows by name

  • Deep Diagnostics: Analyze failed executions with detailed error extraction

  • Package Management: Install community nodes via npm

  • Auto-Fix: Composite tool to diagnose and patch failing workflows

Quick Start

Windows

start_server.bat

Manual Setup

# Create virtual environment python -m venv venv # Activate (Windows) venv\Scripts\activate # Install dependencies pip install -r requirements.txt # Run server python run.py

Configuration

Create a .env file:

N8N_API_KEY=your_api_key_here N8N_BASE_URL=http://localhost:5678/api/v1 N8N_EDITOR_URL=http://localhost:5678 N8N_DATA_DIR=~/.n8n API_HOST=0.0.0.0 API_PORT=8000 DEBUG=false

Available Tools

Tool

Description

list_all_workflows

List workflows with optional tag filter

deploy_workflow

Smart Upsert: create or update by name

read_workflow_structure

Get full workflow JSON

diagnose_execution

Deep dive into failed execution

auto_fix_workflow

Diagnose + patch in one call

install_community_node

Install npm packages

toggle_workflow_state

Activate/deactivate workflows

delete_workflow

Remove workflows

API Endpoints

  • GET /health - Server health check

  • GET /info - Server configuration

Architecture

app/ ├── core/ │ ├── config.py # Pydantic Settings │ ├── client.py # HTTP Client + error handling │ └── logging.py # Structured logging ├── models/ │ └── schemas.py # Data contracts ├── services/ │ ├── architect.py # Deploy/Read/Clone │ ├── debugger.py # Diagnostics │ ├── manager.py # List/Toggle/Delete │ └── packages.py # npm management └── main.py # FastAPI + FastMCP gateway
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