Disabling dependency logging for Application insights on Azure app service (Web app)

If you don't need it, just remove the DependencyTrackingTelemetryModule from your ApplicationInsights.config file.

Look for this entry:

<Add Type="Microsoft.ApplicationInsights.DependencyCollector.DependencyTrackingTelemetryModule, Microsoft.AI.DependencyCollector">
    .....
</Add>

And remove it or comment out:

<!--<Add Type="Microsoft.ApplicationInsights.DependencyCollector.DependencyTrackingTelemetryModule, Microsoft.AI.DependencyCollector">
    .....
</Add>-->

Another way is to set the sampling to 100% for Dependencies only. See the documentation for more information about that. But I think it is always better not to have something loaded or running what you don't need.

I think you can achieve that by creating a telemetry processor and disable the telemetry data within the Process method.

Example:

public void Process(ITelemetry item)
{
    var request = item as DependencyTelemetry;

    // Don't process dependency telemetry
    if (request != null)
    {
        return;
    }

    this.Next.Process(item);
}

See also: Filtering and preprocessing telemetry in the Application Insights SDK