Disaster relief: search for qualified charitable donees

How can I find out whether an organization is listed with the IRS as a qualified charitable organization eligible to receive tax-deductible contributions?

The Tax Exempt Organization Search tool helps users find information about qualified charitable organizations eligible to receive tax-deductible contributions. Some organizations, such as churches and governments, may be qualified even though they are not listed.