in case anyone else ever comes across mongo issues using the docker compose clearml stack (in case of a messy shutdown), I have found this script to be a lifesaver on numerous occasions:

cat repair-mongo.sh 

docker run --rm -v /opt/clearml/data/mongo_4/db:/data/db mongo:4.4.28 mongod --dbpath /data/db --repair