How long you spent on a project this week, and what your timer is running on.
Connect Toggl Track with your API token and Memtro reads your own time entries with hours, project, client, tags and totals by project, the timer running now, and a workspace's projects, clients, members and a project's tasks with estimate and time tracked. Other people's time entries are never read. It reads on demand and there is no hourly sync. When you ask, and once an administrator has granted the action by name, it can log, edit or permanently delete time entries, start and stop your timer, and create, edit or archive projects, tasks, clients and tags.
Ask in plain English from chat, your editor, a scheduled job or your own agent. The model picks the right Toggl Track tool, reads what it needs, and answers with the source cited.
These tools change something in Toggl Track. 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.
Turn events on in the connection's Events tab on the Connections page, choose the kinds you want, and Memtro registers its address with Toggl Track for you. Each event can start a job, with the event as its input. Toggl Track signs every delivery, and one whose signature does not check out is refused before it is read.
Events and webhooksOnce Toggl Track 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.
How long did I spend on the Acme project this week?
What is my timer running on right now?
Which Brightwave Ltd projects are billable, and at what rate?
Log 90 minutes this morning on the BigCo project for the onboarding workshop, billable
Start my timer on the Northwind design task
On Friday Priya Sharma asks how her week went. Memtro reads her own time entries since Monday with totals by project, and answers with the hours on each client, which entries have no project, and what her timer is still running on.
Dan Fletcher sees that Tuesday's two hours sit on the wrong client and that he forgot a Northwind workshop. He asks Memtro to fix both. Memtro moves the Tuesday entry to the Northwind project and logs a completed billable entry for the workshop, without starting a timer.
The teams that lean on Toggl Track most, a question each of them asks, and what they connect beside it.
A record in Toggl Track 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.
Using something else for the same job, or both? Each connector has its own tools; connect as many as you like.
Clio Manage
YouTrack
Canny
Float
Productive
Smartsheet
Wrike
Financial Cents
Karbon
Scoro
Kanboard
Kimai
Leantime
Acuity Scheduling
Luma
Tito
Fellow
Samsara
ServiceM8
Cliniko
Fleetio
SavvyCal
Chili Piper
Humanitix
Circleback
Aha!
Tempo
Smoobu
Semble
Airmeet
Beds24
Bookeo
Commusoft
Fergus
Fixflo
Housecall Pro
Nookal
Paymo
ProductPlan
SimplyBook.me
TimeCamp
Workiz
Guesty
Buildium
Skilljar
Runn
ClockodoIn track.toggl.com open Profile settings, scroll to API Token at the bottom, reveal it and copy it. It acts as you
In Memtro open Connections → Toggl Track and paste the API token. Leave Workspace ID blank for your default workspace, or enter the number from the workspace settings address
The free Toggl plan allows only 30 API requests an hour per user, and tasks need a paid plan
Ask how long you spent on a project this week
Chat in the dashboard, the OpenAI-compatible API, scheduled jobs, and any MCP client: Claude Code, OpenCode, Cursor, Claude Desktop. The Toggl Track tools are the same everywhere.
Only when you ask, and only what it has been granted: log a completed time entry in a Toggl workspace; add a task to a Toggl project; add a client to a Toggl workspace; add a tag to a Toggl workspace; start a running Toggl timer; stop a running Toggl timer; edit a Toggl time entry; delete a Toggl time entry (permanent); create a Toggl project; edit or archive a Toggl project; edit a Toggl task or mark it done; edit a Toggl client; archive a Toggl client and its projects; restore an archived Toggl client; rename a Toggl tag. 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.
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.
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.
API token. In track.toggl.com open Profile settings, scroll to API Token at the bottom, reveal it and copy it. It acts as you.
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 Toggl Track 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.
Seven-day free trial, then one monthly price per organisation. Connectors, jobs and memory are never metered.
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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