Morning failure check
The operations lead asks what broke overnight. Memtro reads the execution history, finds six errors across two workflows, and gives each run's start time and duration, without any of the records that passed through.
n8n + Memtro
Ask which n8n workflows failed today, and what each workflow is built from.
Connect n8n with your host and an API key and Memtro reads workflows with whether they are active, their node types and tags, and execution history with status, mode, start, stop and duration. Node parameters, credentials, variables and the data that passed through are never read. When you ask, and once an administrator has granted them by name, it can publish or unpublish a workflow, which turns its triggers on or off, archive or tag workflows, retry a failed execution, which repeats whatever it does outside n8n, and stop executions. Deleting a workflow or execution is permanent.
In Memtro
What you can do with n8n in Memtro
Ask in plain English from chat, your editor, a scheduled job or your own agent. The model picks the right n8n tool, reads what it needs, and answers with the source cited.
What it does
- 01Workflows by name, tags or active, with node and trigger counts, node types and dates
- 02One workflow's nodes by name and type, and which are disabled, never their parameters or credentials
- 03Execution history newest first: status, mode, started, stopped and duration, never the data passed through
- 04Failed, crashed or waiting executions, filtered by workflow and start time
- 05When asked and granted, publishes a workflow so its triggers go live, unpublishes, archives or restores one, and creates, sets or deletes tags
- 06When asked and granted, retries a failed execution, repeating whatever it does outside n8n, stops running executions, or permanently deletes a workflow or an execution record
Acts when asked
When you ask it to
These tools change something in n8n. The model is told to use them only when you ask for exactly that, and an administrator grants each one by name to the teams that may use it; a personal connection acts only after its owner allows it.
- 01Create a tag (refused if the name already exists)
- 02Delete a tag (workflows that carried it lose the label)
- 03Publish a workflow so its triggers go live
- 04Unpublish a workflow so its triggers stop
- 05Archive a workflow, or restore an archived one
- 06Delete a workflow (permanent)
- 07Set a workflow's tags (replaces its list)
- 08Retry a failed execution (repeats what the workflow does)
- 09Stop a running or waiting execution
- 10Stop one workflow's queued, running or waiting executions
- 11Delete an execution record (permanent)
In practice
Ask it like you would a colleague
Once n8n is connected, these are the kinds of things people ask. Plain questions, no syntax. If the answer lives partly in another system you have connected, Memtro looks there too.
n8n + Memtro
Which workflows failed today?
Is the invoice sync workflow active, and when did it last run?
Which workflows use the Slack node?
Retry last night's failed CRM import
Unpublish the old Acme lead routing workflow
Retrying after an outage
The CRM was down at 02:00 and the Northwind import failed. Once it is back, Priya Nair asks Memtro to retry the run. With the action granted, Memtro starts a new execution, which repeats the import and uses an execution on the plan, and reports that it succeeded.
Teams
Where it fits
The teams that lean on n8n most, a question each of them asks, and what they connect beside it.
- EngineeringKeep decisions from evaporatingEngineer, Tech lead, On call, New joiner“Who owns the billing migration, and what did we decide about retries?”Used alongside GitHub, Linear, Jira, Confluence, Slack and 5 more.
- ProductHear what customers actually ask forProduct manager, Researcher, Designer, Head of product“Which customers asked for SSO this quarter, and what is their combined ARR?”Used alongside Help Scout, HubSpot, Linear, Jira, Slack and 6 more.
- Agent buildersMemory and tools for the agents you buildSolo builder, Platform team, Automation engineer, Whoever signs it off“Search memtro for what we know about Acme before drafting the proposal”Used alongside GitHub, Linear and Slack.
Better together
Works with
A record in n8n is rarely the whole story. Connect the systems that hold the rest and Memtro checks them together, then remembers what it learned so the next question starts further along.
- Work managementn8n with JiraJQL search, issue details and projects from Jira Cloud.
- Work managementn8n with Clio ManageAsk the matter: its client, its fee earner, the time on it and what is still unbilled.
- Work managementn8n with LinearIssues, projects and teams, synced hourly into memory.
- Supportn8n with Help ScoutAI that reads your support conversations and cross-references the customer everywhere else.
- Supportn8n with ZendeskEvery ticket, reply and internal note, ready to be asked about.
- Supportn8n with IntercomCustomer conversations and the people behind them, in your company memory.
- Documents and wikisn8n with NotionSearch pages and query databases, and write to them when you ask.
- Documents and wikisn8n with Google DriveSearch Drive and read Docs, Sheets and Slides as text, and write a Doc when you ask.
- Documents and wikisn8n with ConfluenceSearch and read wiki pages, and write them when you ask.
Also in Engineering and operations
Using something else for the same job, or both? Each connector has its own tools; connect as many as you like.
- GitHub
- AWS CloudWatch
- Sentry
- ServiceNow
- Okta
- Twilio
- AWS CloudTrail
- GitLab
- Bitbucket
- Vercel
- PagerDuty
- Datadog
- Grafana
- incident.io
- Azure DevOps
- CircleCI
- Cloudflare
- LaunchDarkly
- New Relic
- Rollbar
- Snyk
- Better Stack
- Buildkite
- DigitalOcean
- Heroku
- Netlify
- SonarQube Cloud
- Statuspage
UptimeRobot- Axiom
- BugSnag
- Checkly
- Hetzner Cloud
Honeycomb- Pingdom
- Render
- Statsig
- Sumo Logic
- Supabase
- HCP Terraform
- Vultr
- Airbrake
- Codecov
Cronitor- Dynatrace
FireHydrant- Fly.io
- Honeybadger
- Akamai Linode
- Octopus Deploy
- Pulumi
- Rootly
- Semgrep
- Splunk
StatusCake- Tailscale
- Argo CD
- authentik
- Coolify
- Gitea
GlitchTip
GLPI- Jenkins
Langfuse
LibreNMS
NetBox- Portainer
- Prefect
Snipe-IT
Woodpecker CI
Zabbix
LangSmith
Helicone- OpenAI (usage and cost)
- Anthropic (usage and cost)
- Algolia
- Flagsmith
- Unleash
GrowthBook
Drata
Intruder
GitGuardian
Secureframe
ilert- KnowBe4
JumpCloud
ConfigCat- Railway
- Fastly
- Postman
- Make
- Braintrust
- OpenRouter
- ElevenLabs
Split- Scaleway
Aikido Security- AssemblyAI
Astronomer- Bamboo
- Baseten
- Bitrise
- Bitwarden
- BrowserStack
- bunny.net
- Cachet
- Checkmk
- Civo
- Cloudsmith
- Codacy
- Codemagic
Comet Opik- Coralogix
CrowdStrike Falcon- Dagster+
- DeepSource
Detectify- Docker Hub
Domotz- Grafana OnCall
- Harness
- Hugging Face
- Instatus
- Koyeb
- Lambda Cloud
LambdaTest
LangWatch
LlamaCloud
Logz.io
Lunary- Mezmo
NinjaOne- Nomad
Northflank- Oh Dear
- OVHcloud
Portkey- Probely (Snyk API & Web)
PromptLayer- Proxmox VE
PRTG Network Monitor- Qase
Raygun
Retell AI- Retool
Runpod- SecurityScorecard
- Semaphore CI
Shodan- SigNoz
- Socket
Spike.sh
Squadcast- SwaggerHub
- TeamCity
Tenable- Together AI
- Travis CI
UpGuard
Uptime.com
Vanta- Vapi
- Windmill
Zenduty- OpsLevel
Cortex- Auth0
- Clerk
WorkOS
Kandji
Automox
Huntress- HackerOne
SimpleMDM- AppSignal
Healthchecks.io
Rapid7 InsightVM- 1Password Events
- JFrog Artifactory
- Sauce Labs
Zenhub- Deepgram
- Replicate
Setup
How to connect
Connect withHost and API key
- 1
The n8n API is not available during the n8n Cloud free trial
- 2
In n8n open Settings → n8n API → Create an API key, as a dedicated n8n user with access only to the projects Memtro should see. Outside Enterprise the key has all of that user's rights with no scopes. Label it Memtro, choose an expiry and copy it
- 3
In Connections → n8n in Memtro type the Host only: <name>.app.n8n.cloud, or your self-hosted server's public DNS name with a publicly trusted certificate, no https:// or path. Paste the API key
- 4
Ask which workflows failed today
Also works from
Chat in the dashboard, the OpenAI-compatible API, scheduled jobs, and any MCP client: Claude Code, OpenCode, Cursor, Claude Desktop. The n8n tools are the same everywhere.
FAQ
Questions
Can Memtro change anything in n8n?+
Only when you ask, and only what it has been granted: create a tag (refused if the name already exists); delete a tag (workflows that carried it lose the label); publish a workflow so its triggers go live; unpublish a workflow so its triggers stop; archive a workflow, or restore an archived one; delete a workflow (permanent); set a workflow's tags (replaces its list); retry a failed execution (repeats what the workflow does); stop a running or waiting execution; stop one workflow's queued, running or waiting executions; delete an execution record (permanent). Every other tool reads, searches or lists. The Connections page labels the tools that act, an administrator grants each one by name to the teams that may use it, and a personal connection acts only after its owner allows it.
Who can use a n8n connection?+
A personal connection serves only your own requests. A shared connection serves the organisation: everyone, or only the teams an admin chooses. Admins can always add shared connections; other members need the permission.
Does Memtro store my n8n data?+
Credentials are encrypted at rest. Tool results are cached briefly so agent loops do not repeat identical calls, and the facts the model extracts are saved to your organisation's memory with provenance (system, record and link) so they can be checked and superseded.
How do I connect n8n?+
Host and API key. The n8n API is not available during the n8n Cloud free trial.
Connect n8n in a few minutes
Seven-day free trial, then one monthly price per organisation. Connectors, jobs and memory are never metered.