AI agents for Docker
Containers — including the one AGNT itself can run in. AGNT connects to Docker so agents can read what happens there, reason about it, and act — with a receipt for every run.
Docker and AGNT, in brief
| What it does | Lets an AGNT agent read from and act in Docker. |
|---|---|
| Connects with | Bearer — held in the local vault |
| AGNT node | custom-api, or the zapier-action bridge |
| Runs when | A container exits |
| Typical build time | Ten minutes |
| Where data goes | Nowhere by default — AGNT runs on your machine and credentials never leave it. |
What you can automate
Reacts when…
- a container exits
- an image updates
Agents can…
- run containers as workflow steps
- collect logs and status
Teams use it for
- heavy jobs isolated in containers
- self-hosted AGNT in your stack
- build steps orchestrated by agents
Copy this Docker workflow
A concrete shape to start from: the workflow wakes when a container exits in Docker. The agent gathers the surrounding context, forms a view, and where it is warranted goes on to run containers as workflow steps — or to collect logs and status. Nothing is copied blindly, and choosing to take no action is a legitimate outcome recorded in the receipt.
The shape is deliberately small. A trigger watching Docker, an agent that judges what arrived, and one action taken only when that judgment warrants it. Everything below is the actual definition, not an illustration of one.
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"text": "Run on a schedule",
"x": 512,
"y": 144,
"isEditing": false,
"type": "trigger-timer",
"icon": "clock",
"category": "trigger",
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"parameters": {
"interval": "15",
"unit": "minutes"
},
"description": "Checks Docker every fifteen minutes.",
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"isActive": false,
"output": null,
"outputs": {}
},
{
"id": "ae875636-30cf-418c-a6d3-028880db85fc",
"text": "Work out what should change",
"x": 512,
"y": 336,
"isEditing": false,
"type": "agnt-agent",
"icon": "agnt",
"category": "action",
"isSelected": false,
"parameters": {
"instructions": "Decide what needs to happen in Docker. Explain your reasoning."
},
"description": "Decides what needs to happen in Docker, and why.",
"error": null,
"isActive": false,
"output": null,
"outputs": {}
},
{
"id": "e9b69f0a-b641-4aab-aa3d-348dd7a4232a",
"text": "Call the Docker API",
"x": 512,
"y": 528,
"isEditing": false,
"type": "custom-api",
"icon": "connect",
"category": "action",
"isSelected": false,
"parameters": {
"url": "https://hub.docker.com/v2/repositories/{namespace}/{repository}/tags",
"method": "GET",
"authType": "Bearer",
"headers": "{\"Content-Type\": \"application/json\"}"
},
"description": "GET against the Docker API, authenticated with bearer.",
"error": null,
"isActive": false,
"output": null,
"outputs": {}
}
],
"edges": [
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"id": "f5aa9254-b1d8-45ea-a934-80e4e78cf358",
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"type": "output"
},
"end": {
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"type": "input"
},
"startX": 800,
"startY": 168,
"endX": 512,
"endY": 360
},
{
"id": "65cb4b26-c452-40f6-a9b1-f3f452069240",
"start": {
"id": "ae875636-30cf-418c-a6d3-028880db85fc",
"type": "output"
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"end": {
"id": "e9b69f0a-b641-4aab-aa3d-348dd7a4232a",
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"endX": 512,
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"isTinyNodeMode": false
}Build this Docker workflow
AGNT Community Core is free and runs on your own machine. Nothing about this workflow leaves it.
Isolation for the heavy steps
Some workflow steps should not run in the same process as everything else: untrusted code, heavy builds, jobs with awkward dependencies. Running them as containers gives a clean boundary and a predictable environment, then returns logs and status like any other step.
AGNT in your own stack
The relationship runs both ways — AGNT ships images for headless self-hosting, which is the usual shape for scheduled and webhook-triggered work on a server you control.
Docker without a first-party node
Reaching Docker means one custom-api node rather than a purpose-built one. The endpoint and its bearer credentials are all it needs, and the zapier-action bridge covers it too if you would rather not hand-roll the request.
| What you need | Value |
|---|---|
| Endpoint | https://hub.docker.com/v2/repositories/{namespace}/{repository}/tags |
| Method | GET |
| Authentication | Bearer |
| Header | Authorization: Bearer {hubToken} |
| Reference | Docker API documentation |
Worth knowing: The Hub API and the local Docker Engine socket are unrelated APIs — this is the registry one.
Where Docker integrations usually go wrong
The Hub API and the local Docker Engine socket are unrelated APIs — this is the registry one.
That single detail accounts for most of the time people lose on a first Docker build. With it out of the way the endpoint above is all you need, and the workflow below wires it up.
Connect Docker in two minutes
- Download AGNT Community Core — free, local-first, no account needed to run.
- Connects to your local instance directly — no cloud account required, nothing leaves your machine.
- Drop the Docker node into a workflow or hand it to an agent — the first run produces a receipt you can read line by line.
Docker + AGNT — common questions
Can a workflow run a container as a step?
Yes, with logs and exit status returned to the run.
Can AGNT itself run in Docker?
Yes — headless self-hosting is a supported deployment.
Why isolate a step?
Dependency conflicts, heavy resource use, or code you would rather not run in-process.
