Try the World Bank's
World DataBank. Click on the Databases tab to see a list of databases including World Development Indicators.
World Federation of Exchanges is an association of 53 regulated exchanges around the world providing annual, YTD, and monthly statistics.
Mergent Online has market cap under a company's brief description at the top.