Project mgmt · Integration

AI agents for Trello

Boards and cards — simple enough to automate deeply. AGNT connects to Trello so agents can read what happens there, reason about it, and act — with a receipt for every run.

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Trello and AGNT, in brief

What it does	Lets an AGNT agent read from and act in Trello.
Connects with	Query parameters — held in the local vault
AGNT node	custom-api, or the zapier-action bridge
Runs when	A card is created or moved
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 card is created or moved
a due date approaches
a checklist completes

Agents can…

create and move cards
update checklists and labels
summarise a board

Teams use it for

email requests become cards instantly
board state summarised each morning
cards enriched with research on arrival

Copy this Trello workflow

Design goal for Trello: email requests become cards instantly; board state summarised each morning; cards enriched with research on arrival. The template below supplies configurable nodes, not the complete logic for those goals.

Use this Trello setup template to arrange the schedule, input review and API operation. Configure the account-specific fields and add your own decision and approval controls before activation.

Configuration example for Trello. API and model calls may send data to your selected providers.

Trello — read, decide, actSetup template · configure before activation

This is a schema-checked starting point, not an end-to-end tested automation. Replace every CONFIGURE_ value, choose the operations you intend, connect credentials and map source outputs into later inputs. An edge orders steps; it does not supply a condition, an approval gate or a field mapping. Add and test those controls explicitly before any write. Cloud APIs and model providers may receive data. Keep the workflow inactive until tested with fixtures.

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  "id": "bb68b1b9-cf29-43d4-ab68-db3d69c16374",
  "name": "Trello — read, decide, act",
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      "y": 144,
      "isEditing": false,
      "type": "trigger-timer",
      "icon": "clock",
      "category": "trigger",
      "isSelected": false,
      "parameters": {
        "fireOnStart": "No",
        "scheduleType": "Interval",
        "schedule": "Every 15 Minutes"
      },
      "description": "Setup template for Timer Trigger. This trigger node fires the workflow at specified intervals or at a specific time. Configure credentials, inputs and output mapping before use.",
      "error": null,
      "isActive": false,
      "output": null,
      "outputs": {}
    },
    {
      "id": "8462da2e-4aba-4c44-a8fa-4a709864febc",
      "text": "Review source and draft",
      "x": 512,
      "y": 336,
      "isEditing": false,
      "type": "agnt-agent",
      "icon": "agnt",
      "category": "action",
      "isSelected": false,
      "parameters": {
        "agentId": "CONFIGURE_AGENTID",
        "message": "Decide what needs to happen in Trello. Explain your reasoning.\nSource input: CONFIGURE_SOURCE_INPUT. Produce a reviewable draft only; do not take external actions."
      },
      "description": "Setup template for Agent Chat. Chat with an AI agent from your agent library. Select an agent and send messages to interact with it within your workflow. Configure credentials, inputs and output mapping before use.",
      "error": null,
      "isActive": false,
      "output": null,
      "outputs": {}
    },
    {
      "id": "1d6bdbe9-68c2-4420-a51b-4351f0129030",
      "text": "Call the Trello API",
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      "y": 528,
      "isEditing": false,
      "type": "custom-api",
      "icon": "connect",
      "category": "action",
      "isSelected": false,
      "parameters": {
        "url": "https://api.trello.com/1/cards?key={key}&token={token}",
        "method": "GET",
        "authType": "None",
        "headers": "{}",
        "query": ""
      },
      "description": "Setup template for Custom API Request. This action node makes a custom API request to any endpoint with configurable method, headers, and authentication. Configure credentials, inputs and output mapping before use.",
      "error": null,
      "isActive": false,
      "output": null,
      "outputs": {}
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  "edges": [
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      "startY": 168,
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      "endY": 360
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        "type": "output"
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      "end": {
        "id": "1d6bdbe9-68c2-4420-a51b-4351f0129030",
        "type": "input"
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      "startX": 800,
      "startY": 360,
      "endX": 512,
      "endY": 552
    }
  ],
  "zoomLevel": 1,
  "canvasOffsetX": 0,
  "canvasOffsetY": 0,
  "isTinyNodeMode": false
}

Configure Custom API Request

This action node makes a custom API request to any endpoint with configurable method, headers, and authentication.

url — The URL of the API endpoint Current example: https://api.trello.com/1/cards?key={key}&token={token}.
method — The HTTP method for the request Current example: GET.
authType — The type of authentication Current example: None.
query — Query parameters for the request (e.g., 'key1=value1&key2=value2') Current example: .
headers — Optional headers for the request. e.g., {"Content-Type": "application/json"} Current example: {}.

Try the Trello flow yourself

Free to download, local by default — your Trello credentials stay in a vault on your own disk.

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Simple boards, deep automation

Trello’s model is simple enough that agents can work it thoroughly: creating cards from requests, moving them as state changes, updating checklists and labels. The simplicity that makes it approachable also makes it very predictable to automate.

Cards that arrive researched

A card created from an email or form can carry the research with it — who asked, what for, what has been asked before — so whoever picks it up starts informed rather than opening a one-line title.

Trello without a first-party node

Reaching Trello means one custom-api node rather than a purpose-built one. The endpoint and its query parameters 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://api.trello.com/1/cards?key={key}&token={token}`
Method	`POST`
Authentication	Query parameters
Header	`n/a — key and token travel as query parameters`
Reference	Trello API documentation

Worth knowing: Credentials go in the query string, which means they land in logs unless the workflow redacts them.

One thing to know before you build

Credentials go in the query string, which means they land in logs unless the workflow redacts them.

It is worth getting right first, because the failure is quiet rather than loud — you get a response, it just is not the one you wanted. Once past it, Trello is a straightforward API to automate against.

Connect Trello in two minutes

Download AGNT Community Core — free, local-first, no account needed to run.
Connect by pasting an API key into AGNT’s vault — stored encrypted on your machine, never uploaded.
Drop the Trello node into a workflow or hand it to an agent — the first run produces a receipt you can read line by line.