Developers

Start with the UI, an agent or Python

Install SPX, get your first result, then explore models and automation resources.

Browser UI

Install SPX

Use the setup wizard, then run your first device in the browser. No code or AI client required.

AI agent · optional

Install with an AI agent

Let your local agent help configure SPX, then create and inspect simulations through MCP.

Python

Run your first program

Already installed SPX? Create a simulation from Python and check its output.

Already installed? Run your first device in the UI or choose a protocol walkthrough.

Repository

Start from the public SPX examples repository on the current develop branch.

Develop SPX Library

SPX Examples on GitHub

Runnable examples, tests, profiles, and implementation patterns for SPX SDK and server workflows.

Model library

Inspect the catalog and code-defined model language behind reusable digital twins.

90+ cataloged models

Model Catalog

Cataloged SPX models across building, industrial, energy, lab, and environment domains.

code-defined twins

Model Language

The YAML modeling language used to define attributes, actions, communication, scenarios, and hooks.

Industry packs

Explore grouped examples for building automation, industrial IIoT, energy, embedded, and lab workflows.

BMS examples

Smart Building Pack

Smart-building examples for HVAC, lighting, safety, telemetry, BACnet, KNX, MQTT, Modbus, OPC UA, and Matter.

factory examples

Industrial IIoT Pack

Industrial examples for process cells, workcells, controllers, gateways, Modbus, OPC UA, MQTT, HTTP, and SCPI.

e-mobility examples

Energy Pack

Energy and EV infrastructure examples including OCPP, Modbus EVSEs, CSMS twins, and power-meter telemetry.

CI and lab examples

Embedded & Lab Pack

Embedded, firmware-validation, SCPI, BLE, LwM2M, MQTT, and lab-instrument examples for test environments.

Automation

Use MCP with an AI agent, or automate checks through Python and CI.

MCP-ready workflows

MCP Workflow

Local MCP guidance for agent-assisted model inspection, validation, runtime control, and repository work.

CI/CD-ready workflows

CI/CD Workflows

Run scenarios, protocol checks, and regression tests against the same digital twins in repeatable engineering pipelines.

Protocol examples

These links open model YAML on GitHub. For client settings and expected replies, use the protocol walkthroughs.

Open model YAML