Locking of Ports while loading repository

We are getting error while loading the repository and the message reads like "can not load MDM repository << repository name >> because port 2023 (for example) is used by another loaded MDM repository".

Why such error comes, when no other repositories are loaded..Is some one have solution / clues to solve this problem?