Since I have the /plugins directory persisted, I can use wget <URL> to grab a JAR file and place it into the plugins folder. Restart the container and the plugin is active.
Example installing APOC extended plugin:
cd /docker/neo4j/plugins;wget https://github.com/neo4j-contrib/neo4j-apoc-procedures/releases/download/5.11.0/apoc-5.11.0-extended.jar;docker stop neo4j;docker start neo4j