You can share Power Apps Component Library using PowerShell as mentioned in this page:
Example:
Set-AdminPowerAppRoleAssignment -PrincipalType Group -PrincipalObjectId xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx -RoleName CanEdit -AppName yyyyyyyy-yyyy-yyyy-yyyy-yyyyyyyyyyyy -EnvironmentName zzzzzzzz-zzzz-zzzz-zzzz-zzzzzzzzzzzz
Command details explained in this page:
You might want to share it with CanView privilege instead of CanEdit to prevent others messing up your library.
Power Apps for PowerShell modules installation guide: