You can copy files to and from directly from servers as long as you remember the name!

copy-from-<server_name> <server_file_path> <local_path>
copy-to-<server_name> <local_file_path> <server_path>

Copy relative to your SSH Username (/home/<ssh_username>/) or even directly from root level directories!

Copying Files From Servers

copy-from-dev myproject/app.js /p/
copy-from-dev /var/log/couchdb/couchdb.log /p/

Copying Files To Servers

copy-to-dev /p/couchdb.log myproject/logs/
copy-to-dev /p/couchdb.log /var/etc/couchdb/couchdb_log_modified.log

Copying Files As Root

copy-from-root-<server_name> <server_file_path> <local_path>
copy-to-root-<server_name> <local_file_path> <server_path>

Copy relative to your SSH Username or even directly from root level directories!