Joyce is correct - we plan to create an extention point that can be used by other plugins. Extension points allow Eclipse plugins to cooperate with other installed plugins. As a result, your plugin will have safe and reliable access to the server connection and all related information.
Alternatively, you can pull the password from secure storage directly. The internal keys and data format is subject to change, so use of this method should be temporary.
ISecurePreferences connectionNode = secureStore.node("Connection Name"); // replace with connection name
String password = node.get("pass","default"); // replace default as necessary
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