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It'd be really cool if this could be bridged server-side -- there's a bunch of Python libraries on bitbucket that would be nice to be able to track as git submodules without adding a client-side burden.
use pip to manage this: pip -E INST install hg-git export PYTHONPATH=$PWD/INST/lib/python2.6/site-packages

At this point you can use "hggit =" in your hgrc

Enjoy.

Finally, the amazing user interface of git combined with the legendary server-side performance and scalability of mercurial!
What scalability/server-side performance issues are you referencing?