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Mexican Grocery Shop
Mexigo (www.mexigo.be) is probably is your best bet. I don't know if they have fresh products like jalapeño peppers but they have a nice variety of canned and dried products. They also have fresh things they make like tamales and guacamole. They have a shop in Ixelles and an online delivery service. I have only used the delivery part.