How to use same gpg keys on different machines?

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Issue

I have generated gpg keys on one machine but I would like to use same keys on different server to sign my rpm packages.
I have copied .rpmmacros from one server to another but rpm --resign package.rpm returns gpg: signing failed: No secret key

Environment

Red Hat Enterprise Linux (RHEL) 6.
Red Hat Enterprise Linux (RHEL) 5.5 and later.

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