Problem with MongoDB service error on MacOS12.6 Monterey

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I've just upgraded to MacOS 12.6 and my Elixir/Phoenix app is no longer able to connect to MongoDB. When I start Phoenix I get the following error:

13:00:40.900 [error] Mongo.Protocol (#PID<0.439.0>) failed to connect: ** (Mongo.Error) tcp connect: connection refused - :econnrefused

When I run brew services I get the following output:

Name              Status      User File
dbus              none             
mongodb-community error  3584      /usr/local/opt/mongodb-community/homebrew.mxcl.mongodb-community.plist
postgresql@14     none 

I'm assuming the reason my phoenix app can no longer connect to MongoDB is due to the error listed under the Status heading, and I have no idea how to troubleshoot this.

I've searched around but am now completely stuck. Has anyone got any ideas?

Thanks

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