There is a real good plugin called „Leaflet Map“ in the repository. Unfortunately the developers missed to create a simple widget for this. This plugin is filling the gap.
Dieses Plugin steht zum Download zur Verfügung, um in deiner selbst gehosteten WordPress-Installation verwendet zu werden.