mcp server for manufacturing data
Ask your AI how the factory ran yesterday.
Connect your machines to Copilot, Claude, ChatGPT, or any MCP agent to query downtime, performance, and bottlenecks in plain English.
TrackMyMachines connected
What was my machine usage yesterday?
Read from TrackMyMachines: utilisation, yesterday
Across the 8 machines in the machining cell, utilisation was 58% yesterday, up from 52% the day before.
- Lathe 381%
- VMC 174%
- Lathe 1didn’t start until 10:4031%
DIRECT MACHINE DATA
Stop exporting spreadsheets just to paste them into prompts.
Today, without your machine data
No factory data
How did the lathes run last week?
I don’t have access to your production data. If you can export a report from your system, paste it here and I’ll take a look.
Connected to TrackMyMachines
TrackMyMachines connected
How did the lathes run last week?
Read from TrackMyMachines: lathes, last week
Your 4 lathes ran 61% of scheduled hours, down from 67% the week before. Most of the drop is Lathe 2: 9.5 hours of unplanned downtime.
Everyone has an AI assistant.
Almost no one plugged it into production.
AI assistants have access to your code, inbox, and spreadsheets, but zero visibility into physical equipment. TrackMyMachines connects the two.
Our native Model Context Protocol server feeds real-time machine status and shift telemetry straight to your models, no custom data pipelines or manual logging required.
Numbers you can check
Ask for OEE. Get the complete breakdown.
TrackMyMachines breaks OEE into verified availability, performance, and quality backed by raw telemetry.
Drill down by asking the burning questions you've always wanted to.
TrackMyMachines connected
What was OEE in the machining cell last week, and which factor dragged it down?
Read from TrackMyMachines: OEE, last week
61%OEE last week
- Availability101.4 of 130 planned hours running78%
- Performanceran at 84% of target speed84%
- Quality2,412 good of 2,594 parts93%
Availability dragged it down: 28.6 hours of downtime, 11.2 of them setting.
Energy Usage Data
Query your energy draw like you query your production.
46%
above the global average. (That’s what UK industrial electricity costs.)
- Global average100
- United Kingdom146
Industrial electricity price, global average = 100. Indexed from Make UK, Tackling Electricity Prices for Manufacturers, 2 June 2025.
TrackMyMachines connected
What did idling cost us last month at 25p a kWh?
Asked TrackMyMachines: idle energy, last month
- Idle time412 h
- kWh idle1,980
- At 25p£495
The two compressors account for 58% of it.
What you can ask
Questions worth asking on Monday morning.
Ask about a site, a cell or one machine, for any period, as far as your data goes back
- 01
Are we actually full, or do we just feel full?
Utilisation for every machine, week by week, before you buy another one.
- 02
How do days compare with nights in the moulding cell?
Both shifts on one measure, so the argument ends.
- 03
How much of our downtime has no reason against it?
The stopped hours nobody explained, machine by machine.
- 04
Write up last week for the Monday meeting.
One paragraph with the figures, ready to read out.
Price
Included. No AI tier, no credits, no add-on.
The usual route: a massive integration project
£££ Thousands
A business intelligence project needs a consultant, a data model and several systems joined before the first chart.
Your assistant’s connection to TrackMyMachines
£0 extra
It comes with TrackMyMachines: £55 per machine per month, with the hardware included.