JSON files that fail
You copy-paste workflow JSON that AI created into n8n. It breaks. Deprecated options. Missing parameters. Hallucinations. A mess.
See llms.txt for all machine-readable content.
Build + update n8n
workflows from
inside your AI app
No more copy-paste. Simply tell Claude, ChatGPT, or your IDE what you want to
build, and get a ready-to-run workflow in minutes — built directly in n8n.
Trusted by technical teams automating CRM at scale.
Building workflows with AI used to be
copy, paste... and pray
AI blindness to what breaks
AI makes a small edit — and something else breaks. With no way to see the live workflow state, AI can’t verify its changes. “I need to rewrite the SDK” isn’t what you signed up for.
Debugging in the dark
Without access to workflow logs, figuring out why they failed becomes a forever loop. You give AI the error messages, manually apply the changes, and re-run—until you give up.
Now you can go right from
prompt to ready-to-run flow
The n8n MCP server connects your n8n instance to any AI app or IDE that speaks
MCP. So you can build, edit, and test workflows inside n8n with AI, using natural
language alone.
Included on all n8n plans
Maintained by n8n
No 3rd parties
Workflows that work, in
minutes
Once you’ve connected your AI MCP client to n8n, simply tell it what you want to build. It will create the workflow, validate it, and fix it all by itself if it breaks.
Works with the AI you
already use
Claude, ChatGPT, Gemini, or Cursor. If your AI supports MCP — and they basically all do — you can build workflows with them directly inside n8n. Endless copy-paste is a thing of the past.
Fix flows without
switching tabs
Live access to your n8n instance allows AI apps to understand, audit, and improve your workflows. So when a workflow fails, your AI reads the actual execution logs — and fixes the bug. No tab dancing necessary.
Best practices
Better workflows
Add n8n’s official skills to your AI app, and it reviews them before it starts to build. So AI takes less time — and costs you fewer tokens — to get it right.
How to connect your AI app to n8n
First, enable MCP in your n8n instance. Then, add the MCP server to your AI app. The exact process for connecting each AI tool to n8n via the MCP is different.
Check out the full MCP Setup Guide for per-tool instructions.
Here are the steps for Claude (the most popular app for n8n’s MCP server):
Navigate to Settings > Instance-level MCP. Then toggle Enable MCP access
Copy the Server URL from the OAuth tab in the Connection Details pop-up menu
Paste the URL in the Claude MCP installation setup widget.
You’re good to go.
Build inside n8n from wherever
you prompt
n8n MCP server integrates with all the most popular AI tools.
Simple sentences
Sophisticated workflows
An agentic workflow. Or an autonomous agent for judgment-heavy tasks.
You just describe it. n8n does the rest.
David built a workflow that gets new leads, scores them, and then updates the CRM.
Claudia built a workflow that creates accounts for new hires and sends them a welcome message.
Luis built an agent that checks newsletter compliance with review before posting.
Nikki created an agent that flags urgent emails, and then drafts replies for the rest.
MCP eliminated manual debugging.
Matt Ward 
MCP blew my mind.
Sham Hussain, YapLens.com 
I’m not scared of making mistakes anymore.
François Grenier 
n8n lets us run the entire agentic layer inside the customer's own perimeter, with no data leaving the jurisdiction.
Christian Voigt, Avenai
Workflows built + tested while you wait
The MCP server does more than create and update workflows. You can also validate workflows, run tests, and generate test data.
Here’s what a common flow looks like:
Generate the workflow
Generate the workflow
Generate the workflow
Validate it
(catch most errors before execution)
If validation fails, fix it and re-validate
If validation fails, fix it and re-validate
Execute & generate test data if needed.
Execute & generate test data if needed.
If execution fails, read the error, fix the workflow, and run it again.
If execution fails, read the error, fix the workflow, and run it again.
Let AI workflow its magic
Get started with creating and editing n8n workflows with your favorite AI tools.
Create n8n Workflows With Agents | Official MCP
This video shows how to integrate n8n with coding agents using the official MCP. The guide covers setting up connectors within Claude Desktop and OpenCode, configuring system prompts for workflow automation, and managing credentials to set up direct interaction between LLMs and n8n instances.
Liam McGarriggle | n8n
I Don't Build Workflows Anymore | n8n MCP Live Build
In this video, I show the process of "vibe coding" a Slack-based workflow reviewer via Claude Desktop’s integration with n8n’s MCP. See how to go from technical planning to a production-ready system while managing agent interactions and error handling throughout the development cycle.
Liam McGarriggle | n8n
The Creator of n8n's MCP Shows You How to Actually Use It (3 Live Builds)
The creator of n8n’s MCP, Milorad, shows you what you can do with the MCP by building three distinct workflows. These examples show how to go from simple deterministic tasks to creating complex AI-orchestrated systems.
Dylan J Watkins | n8n
NEW n8n Skill for Claude Code!
In this video, Leonardo installs the n8n Skills plugin inside Claude Code, wires up the instance-level n8n MCP with its OAuth URL and access token, and then describes a simple workflow in plain English while Claude builds it for him.
Leonardo Grigorio
Simple enough to
understand + sophisticated
enough to ship
