TF31002: Unable to connect to this Team Foundation Server

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When you try to connect to TFS from VS 2008 after the initial setup, you may get the error message

TF31002: Unable to connect to this Team Foundation Server.

 To fix the issue, check the Project Security settings on TFS Server. You need to ensure the domain account/local account that you are using to sign to your workstation has authorization on the TFS Server.

Once you grant permissions, the access error will be fixed.