# n8n playbooks

n8n is a workflow automation tool from the company of the same name. You build workflows on a visual canvas, and an AI Agent node lets a chat model pick tools inside a workflow. Teams use it to wire models such as OpenAI, Anthropic and Google into jobs that touch their other apps, either on n8n Cloud or on their own servers.

- Vendor: n8n
- Kind: automation-platform
- Surfaces: web, self-hosted, api
- Connects: The MCP Client Tool node lets an agent call tools from an external MCP server. Common servers connect in one click from a registry. Instance-level MCP and the MCP Server Trigger node expose your workflows to outside MCP clients.

- Docs: https://docs.n8n.io

## Good at

- Mixing fixed workflow steps with an AI agent that picks tools only where a step needs judgment
- Running on your own servers, with a free Community edition for self-hosting
- Acting as an MCP server, so clients such as Claude Desktop can find and run workflows you enable

## Limits

- The AI Agent node fails until you attach a chat model and at least one tool sub-node
- Self-hosting means you install, update and secure the instance yourself
- Enterprise features such as SSO need a paid plan on both Cloud and self-hosted
- Older v1 agent nodes will be removed in n8n 3.0, so old workflows may need an update

## Playbooks (10)

- [Brief yourself on every external meeting guest before your day starts](https://agentshandbook.com/p/brief-yourself-on-external-meeting-guests.md): Before your first meeting you have one short brief per external meeting, with sources for every claim about each guest. (trust: corroborated, risk: medium)
- [Build a small internal automation with n8n's AI builder and test it before it goes live](https://agentshandbook.com/p/build-an-internal-automation-with-n8n-ai.md): You have a working workflow that has passed test runs, asks a person before it sends or changes anything important, and alerts you when a step fails. (trust: corroborated, risk: medium)
- [Build a weekly KPI report from your spreadsheets and send the draft for approval](https://agentshandbook.com/p/build-a-weekly-kpi-report-for-approval.md): Every Monday you get a draft report with this week's KPIs, the change from last week, a data check section and three lines of commentary, ready for one person to approve and send. (trust: corroborated, risk: medium)
- [Enrich and qualify new inbound leads, then route them with a reason a person can check](https://agentshandbook.com/p/enrich-and-qualify-inbound-leads.md): Each new lead gets a researched summary, a score, a route and a draft reply, and a person approves the action before anything changes in the CRM or reaches the lead. (trust: corroborated, risk: medium)
- [Track new papers and releases in your field with a daily agent digest](https://agentshandbook.com/p/track-new-papers-or-releases-in-a-field-daily.md): Each weekday you get one message with the few new papers and releases that match your interests, each with a link, a one-line reason it matters, and a clear note when nothing new appeared.
 (trust: corroborated, risk: low)
- [Triage your support inbox and draft replies that a person approves before sending](https://agentshandbook.com/p/triage-support-inbox-with-approved-replies.md): Every new support email gets a label, a priority and a draft reply grounded in your docs, and a person sends each reply after reading it. (trust: corroborated, risk: high)
- [Triage your work inbox overnight and prep tomorrow's calendar with a scheduled agent](https://agentshandbook.com/p/triage-work-email-overnight-and-prep-tomorrow.md): Each morning you get one brief with the emails that need you, draft replies waiting in your drafts folder, and a list of calendar problems to fix. (trust: corroborated, risk: high)
- [Turn flight, hotel and booking confirmation emails into calendar events](https://agentshandbook.com/p/turn-booking-emails-into-calendar-events.md): Every booking in the date range sits on your calendar once, at the right local time, with the confirmation number and address in the event. (trust: corroborated, risk: low)
- [Turn meeting transcripts into tasks in your tracker, with a quote behind each one](https://agentshandbook.com/p/turn-meeting-transcripts-into-tracker-tasks.md): Every real commitment from the meeting is a task in your tracker with the right owner, a due date and a quote from the transcript, and nothing is invented or duplicated. (trust: corroborated, risk: medium)
- [Watch competitors' pricing and product pages and get a weekly briefing of real changes](https://agentshandbook.com/p/monitor-competitor-pricing-pages-weekly.md): Every week you get a short briefing of meaningful changes to competitors' pricing and product pages, each with the before text, the after text and a link to the saved snapshot. (trust: corroborated, risk: low)

## Lessons

- [Sales agents drift from their rules unless someone keeps sampling the output](https://agentshandbook.com/lessons/agent-quality-drifts-without-sampling.md)
- [Agents fill missing or unreadable data with plausible numbers instead of saying they could not read it](https://agentshandbook.com/lessons/agents-fill-gaps-with-plausible-numbers.md)
- [Agents put calendar events at the wrong hour when time zones are involved](https://agentshandbook.com/lessons/agents-shift-event-times-across-time-zones.md)
- [Scheduled agents break quietly when a connector or node version changes](https://agentshandbook.com/lessons/connector-updates-silently-break-scheduled-agents.md)
- [Support bots invent policies and refund terms that customers then act on](https://agentshandbook.com/lessons/support-bots-invent-policies.md)