What is broken
The on-call engineer asks why the Acme checkout app is degraded. Memtro reads its resources and events and answers that one deployment is in a crash loop after the image pull for revision 4f2a1c failed at 08:12.
Argo CD + Memtro
Ask Argo CD what is out of sync, what is degraded, and what was deployed today.
Connect Argo CD with a token and Memtro reads applications with their sync and health status, resources, history and events, who committed a deployed revision, projects and clusters. Cluster and repository credentials, manifests and Helm values are never read. It reads on demand and there is no hourly sync. When asked, and once an administrator has granted the action by name, it can sync or roll back an application, which deploys to its cluster, point it at another revision, stop a running sync, restart a resource, create applications, and delete an application or a single resource from the live cluster.
In Memtro
What you can do with Argo CD in Memtro
Ask in plain English from chat, your editor, a scheduled job or your own agent. The model picks the right Argo CD tool, reads what it needs, and answers with the source cited.
What it does
- 01Applications with sync and health status, source, destination and last operation, filtered by project or problem
- 02One application's conditions, resources with sync and health, and deployment history with who started each
- 03Kubernetes events for an application, and who committed a deployed revision, when, with the commit message
- 04Projects with their allowed repositories and destinations, and clusters with connection status
- 05When asked and granted, syncs or rolls back an application, which deploys and never prunes, points it at another revision, which deploys at once under auto-sync, stops a running sync, or runs an action such as restarting a Deployment
- 06When asked and granted, creates an application with no automatic sync, deletes an application, with its resources only if cascade is asked for, or deletes one resource from the live cluster
Acts when asked
When you ask it to
These tools change something in Argo CD. 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.
- 01Sync an application to its target revision (deploys to its cluster, never prunes)
- 02Roll an application back to an earlier deployment (deploys that revision, never prunes)
- 03Delete an application, leaving its Kubernetes resources running unless cascade is asked for
- 04Stop the sync or rollback running on an application
- 05Run a resource action, such as restarting a Deployment
- 06Point an application at another Git revision (deploys at once if auto-sync is on)
- 07Delete one Kubernetes resource an application manages
- 08Create an application from a repository path or chart (no automatic sync)
In practice
Ask it like you would a colleague
Once Argo CD 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.
Argo CD + Memtro
Which applications are out of sync or degraded?
What was deployed to production today, and who committed it?
Why is the payments app degraded?
Which clusters are registered and how many applications does each run?
Restart the api Deployment in the checkout application
Back to the last good build
After a bad release, Dan Fletcher asks Memtro to roll the Northwind api back to yesterday's deployment. Memtro finds it in the history and rolls back, so Argo CD deploys that revision to the cluster for everyone using the service, pruning nothing.
Teams
Where it fits
The teams that lean on Argo CD 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 Argo CD 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 managementArgo CD with JiraJQL search, issue details and projects from Jira Cloud.
- Work managementArgo CD with Clio ManageAsk the matter: its client, its fee earner, the time on it and what is still unbilled.
- Work managementArgo CD with LinearIssues, projects and teams, synced hourly into memory.
- SupportArgo CD with Help ScoutAI that reads your support conversations and cross-references the customer everywhere else.
- SupportArgo CD with ZendeskEvery ticket, reply and internal note, ready to be asked about.
- SupportArgo CD with IntercomCustomer conversations and the people behind them, in your company memory.
- Documents and wikisArgo CD with NotionSearch pages and query databases, and write to them when you ask.
- Documents and wikisArgo CD with Google DriveSearch Drive and read Docs, Sheets and Slides as text, and write a Doc when you ask.
- Documents and wikisArgo CD 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
- authentik
- Coolify
- Gitea
GlitchTip
GLPI- Jenkins
Langfuse
LibreNMS- n8n
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 Token
- 1
An Argo CD administrator adds a local account for Memtro with the apiKey capability in argocd-cm, and grants read access in argocd-rbac-cm, plus applications sync, update, create, action or delete only for the actions Memtro may take
- 2
Run argocd account generate-token --account memtro --expires-in 90d and copy the token. A project role's token also works, limited to that project
- 3
Open Connections → Argo CD in Memtro, paste the Token and type the Host name only, with no https://, path or port, reachable from the internet with a publicly trusted certificate, not Argo CD's default self-signed one
- 4
Ask which applications are out of sync
Also works from
Chat in the dashboard, the OpenAI-compatible API, scheduled jobs, and any MCP client: Claude Code, OpenCode, Cursor, Claude Desktop. The Argo CD tools are the same everywhere.
FAQ
Questions
Can Memtro change anything in Argo CD?+
Only when you ask, and only what it has been granted: sync an application to its target revision (deploys to its cluster, never prunes); roll an application back to an earlier deployment (deploys that revision, never prunes); delete an application, leaving its Kubernetes resources running unless cascade is asked for; stop the sync or rollback running on an application; run a resource action, such as restarting a Deployment; point an application at another Git revision (deploys at once if auto-sync is on); delete one Kubernetes resource an application manages; create an application from a repository path or chart (no automatic sync). 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 Argo CD 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 Argo CD 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 Argo CD?+
Host and Token. An Argo CD administrator adds a local account for Memtro with the apiKey capability in argocd-cm, and grants read access in argocd-rbac-cm, plus applications sync, update, create, action or delete only for the actions Memtro may take.
Connect Argo CD in a few minutes
Seven-day free trial, then one monthly price per organisation. Connectors, jobs and memory are never metered.