Chatwoot + Memtro

Open, pending and resolved Chatwoot conversations, read, counted, remembered hourly and answered when you ask.

Connect Chatwoot with your account id and an agent's access token and Memtro reads conversations by status with their last message, full threads, counts, contacts, inboxes, agents and labels. Every hour it writes each conversation with new activity into memory. When you ask, and once an administrator has granted each action by name, it can reply to customers in that agent's name, start conversations, leave private notes, assign, label, resolve or snooze, and manage contacts. A reply reaches the customer at once and cannot be recalled, and merging or deleting a contact is permanent.

In Memtro

What you can do with Chatwoot in Memtro

Ask in plain English from chat, your editor, a scheduled job or your own agent. The model picks the right Chatwoot tool, reads what it needs, and answers with the source cited.

What it does

  1. 01Conversations by status, assignee, inbox, team, label or search term, with the contact and last message
  2. 02One conversation's messages, twenty at a time, with private notes and attachments marked and who wrote each
  3. 03Counts of open, pending and resolved conversations, split into mine, unassigned and assigned, per inbox or label
  4. 04Hourly sync writes each conversation with new activity into memory with its status, assignee, labels and last message
  5. 05When asked and granted, replies to the customer on their channel in the agent's name or adds a private note, starts a conversation with a first message, and resolves, snoozes, prioritises, assigns or labels conversations
  6. 06When asked and granted, creates, updates, blocks or labels contacts, adds canned responses and labels, and permanently deletes a message or a contact, or merges two contacts for good

Acts when asked

When you ask it to

These tools change something in Chatwoot. 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.

  1. 01Reply to a conversation, or add a private note to it
  2. 02Start a new conversation with a contact in an inbox, optionally sending a first message
  3. 03Resolve, reopen, set pending or snooze a conversation
  4. 04Set a conversation's priority
  5. 05Assign a conversation to an agent or a team
  6. 06Add or remove labels on a conversation or a contact
  7. 07Set custom attributes on a conversation
  8. 08Delete a message from a conversation
  9. 09Create a contact, or change one's name, email, phone, identifier or blocked state
  10. 10Merge two contacts, or delete a contact
  11. 11Add a canned response or an account label

Events

When it happens

Turn events on in the connection's Events tab on the Connections page, choose the kinds you want, and Memtro registers its address with Chatwoot for you. Each event can start a job, with the event as its input, and can be remembered where you choose. Chatwoot signs every delivery, and one whose signature does not check out is refused before it is read.

Events and webhooks
  • 01A conversation was started
  • 02A conversation was resolved, reopened, set pending or snoozed
  • 03A conversation's attributes changed
  • 04A message or private note was added
  • 05A message was edited
  • 06A contact was created
  • 07A contact was updated
In practice

Ask it like you would a colleague

Once Chatwoot 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.

Chatwoot + Memtro
  • How many open conversations are unassigned in the WhatsApp inbox right now?

  • What did Marta Kowalski write in her last conversation with us?

  • Which open conversations are labelled billing and who is handling them?

  • Assign #4172 to Leo in billing and mark it urgent

  • Leave a private note on #4172: refund approved by finance on 4 November

01

Monday morning inbox

The support lead starts the week by asking what is open and unassigned. Memtro returns the counts per inbox, the oldest waiting conversations with their contact and last message, and which agents are online to take them.

02

A reply, when asked

A customer on the web widget asks whether their refund has gone through. Nadia Brooks, the agent, checks the answer in billing and asks Memtro to reply, approving the wording first. Memtro posts the reply in Chatwoot under her name, the customer receives it at once, and Memtro resolves the conversation when she asks.

Teams

Where it fits

The teams that lean on Chatwoot most, a question each of them asks, and what they connect beside it.

Better together

Works with

A record in Chatwoot 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.

Setup

How to connect

Connect withAccount id and Access token
  1. 1

    In Chatwoot open the profile menu → Profile Settings → Access Token and copy the token. An agent's token covers the inboxes they belong to, an administrator's covers every inbox

  2. 2

    Note the account id, the number after /app/accounts/ in your Chatwoot URL. Self-hosted, note the root URL of your instance too

  3. 3

    In Memtro open Connections → Chatwoot, enter the Account id and the Access token, add the Base URL if self-hosted, and connect. Replies go out under that agent's name

  4. 4

    Ask how many conversations are open and unassigned, or what a contact wrote last

Also works from

Chat in the dashboard, the OpenAI-compatible API, scheduled jobs, and any MCP client: Claude Code, OpenCode, Cursor, Claude Desktop. The Chatwoot tools are the same everywhere.

FAQ

Questions

Can Memtro change anything in Chatwoot?+

Only when you ask, and only what it has been granted: reply to a conversation, or add a private note to it; start a new conversation with a contact in an inbox, optionally sending a first message; resolve, reopen, set pending or snooze a conversation; set a conversation's priority; assign a conversation to an agent or a team; add or remove labels on a conversation or a contact; set custom attributes on a conversation; delete a message from a conversation; create a contact, or change one's name, email, phone, identifier or blocked state; merge two contacts, or delete a contact; add a canned response or an account label. 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 Chatwoot 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 Chatwoot 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. An hourly sync anchors recently changed Chatwoot records into memory as entities.

How do I connect Chatwoot?+

Account id and Access token. In Chatwoot open the profile menu → Profile Settings → Access Token and copy the token. An agent's token covers the inboxes they belong to, an administrator's covers every inbox.

Can Chatwoot start a job?+

Yes. Turn events on in the connection's Events tab on the Connections page, choose the kinds you want, and Memtro registers its address with Chatwoot for you. A job set to start "When an event arrives" then runs once for each matching event, with the event as its input. The run treats the event as outside data, never as instructions, and anything the run remembers is kept as unverified.

Connect Chatwoot in a few minutes

Seven-day free trial, then one monthly price per organisation. Connectors, jobs and memory are never metered.

Where agents remember your company

Sign in, add a provider key, create an API key and point your tools at Memtro. It takes about five minutes.

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