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I've also set up an example automated build at https://registry.hub.docker.com/u/pataquets/phpmongodb/ .
You can do a quick test by running this:
Navigate to http://localhost . Hit CTRL+C on each terminal to stop the respective container.
PM will see MongoDB because its container shares localhost network stack. To implement Docker best practices, more customizable connection options should be added (e.g. environ vars).