This is indeed one of the font files (there are more, the .eot file you mention is just one of the formats) that contains the glyph icons, but I don't think that you can safely delete it. It is referred to in the bootstrap CSS file so if you delete it, this will probably throw some 'file not found' errors in the browser console.