# Build on the sensor

> Connect AI agents, scripts and dashboards to a WLAN Commander sensor through scoped APIs, MCP and MQTT.

A unified sensor runs its tools and automation itself. It needs no mobile app, website account or
internet connection. Scripts, dashboards and AI agents use the same scoped access, the same radio
ownership rules and the same audit log as the app. Everything here describes the unified
**2.1.36 beta**.

| Start here | For |
| --- | --- |
| [Connect an AI agent](/developers/agents/) | Teach an agent about WLAN Commander, then let it run scans, captures and tests over MCP |
| [Credentials and scopes](/developers/credentials/) | One named credential per caller, limited to the scopes, radios, networks and durations you choose |
| [REST API](/developers/rest/) | HTTPS jobs, results and the sensor's own OpenAPI schema |
| [MCP tools](/developers/mcp/) | Every tool the local MCP adapter offers, by scope |
| [MQTT telemetry](/developers/mqtt/) | Health, availability and job events published to your broker |
| [Certificates](/developers/pki/) | Your own CA, a CSR or ACME for the sensor's HTTPS identity |

## For AI agents reading this site

A plain index of every page is at [`/llms.txt`](/llms.txt). An agent that reads it first can find
the right guide for any WLAN Commander task.