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Free/open source Unix software that pulls info from all my banks/brokers/credit cards? 
Buxfer is a personal-finance web app which you might like.  It's not open-source.  But at least none of your complaints about financeworks.intuit.com apply to Buxfer. Buxfer offers a piece of software you can download to your own PC, called Firebux.  This macro-recording software provides automation that helps you download statements and upload them to Buxfer.  So you never have to give Buxfer any of your bank or brokerage usernames or passwords. Buxfer and Firebux are both free of charge. Wesabe, another personal-finance web app, also used to offer data-uploader software, but Wesabe has now gone out of business.