OpenAI MCP integration

Connect ChatGPT and Codex to your iQunet measurements. Ask questions, compare recorded data and prepare reports in your AI workspace.

Your machine data. Ready for a conversation.

Ask what changed.See the measurements.

Compare recorded measurements across time. Inspect the signals, ask questions and prepare a report.

The iQunet connection gives ChatGPT or Codex access to your gateway’s measurements and history through OpenAI MCP.

Connect your gateway
Report source & details

Start with the question that matters

Compare operating trends

Compare a chosen time period across sensors or against an earlier baseline.

Compare the temperature histories of these two sensors over the last seven days. Plot them on the same time scale.

Measurements with their context intact

The assistant reads the gateway’s OPC UA information model, so the values stay connected to the signals they describe.

Signal identity
Device identifiers, measurement names and data types keep the selected channels identifiable.
Time and history
Timestamps connect values to the recording period. Retrieve several selected histories together.
Units and quality
Quality codes accompany the data, with engineering units when supplied by the measurement source.

Inspect known measurements directly or browse the available signals to choose what to analyse. Calculations, charts and reports use the retrieved samples in your AI workspace.

From your gateway to your workspace

iQunet gateway

Measurements and
local history

Secure MCP Tunnel

Authenticated
read-only access

ChatGPT & Codex

Analysis and reports
in your workspace

The gateway connects outward over HTTPS. No inbound port forwarding is needed.

Your history stays on the gateway

The monitoring database remains local. Measurements requested through MCP are returned to the connected AI client for analysis.

Your organisation manages access

You manage the tunnel, its restricted runtime key and the private workspace app. The gateway dashboard handles connection setup, status and key replacement.

Connect it to your installation

  1. Prepare the workspace

    Create a tunnel in your OpenAI organisation and associate it with the intended ChatGPT workspace.

  2. Connect the gateway

    Enter the tunnel ID and restricted runtime key in OpenAI MCP, enable the bridge and save.

  3. Add the private app

    Use the configured tunnel in your workspace app and confirm the gateway reports a ready connection.

  4. Read a measurement

    Start a new ChatGPT or Codex session and discover the available sensors and read tools.

Follow the complete setup guide

Permissions, gateway configuration and a first measurement.

You need gateway software with OpenAI MCP, the required OpenAI tunnel and workspace permissions, and outbound HTTPS access.

Read access for engineering analysis

Available operations
Discover signals, read current values and retrieve history. Device control, acquisition settings and gateway code execution are outside this connection.
Workspace access
Access is shared by the users of the tunnel binding and workspace app. Individual chat users do not receive separate sensor permissions.

Anomaly Detection Service

OpenAI MCP brings your assistant to the measurements. The separate Anomaly Detection Service trains and runs models that compare new recordings with learned machine behaviour.

Explore anomaly detection

Example AI conversation

You ask
Which motors show new spectral components or increased peak amplitudes compared with last week? Compare spectra at similar operating conditions and report the frequencies and amplitude changes.
Example AI response

The shaft-speed component near 25 Hz is about 5.7× its previous amplitude.

Possible cause: rotor imbalance. Phase and directional measurements would help confirm the cause.

Recorded vibration spectra with added modelled ADXL380 noise: Week x above, Week x+1 below, on matching scales.
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