JavaScript/jQuery check broken links

If the files are on the same domain, then you can use AJAX to test for their existence as Alex Sexton said; however, you should not use the GET method, just HEAD and then check the HTTP status for the expect value (200, or just less than 400).

Here’s a simple method provided from a related question:

function urlExists(url, callback) {
  var xhr = new XMLHttpRequest();
  xhr.onreadystatechange = function() {
    if (xhr.readyState === 4) {
      callback(xhr.status < 400);
    }
  };
  xhr.open('HEAD', url);
  xhr.send();
}

urlExists(someUrl, function(exists) {
    console.log('"%s" exists?', someUrl, exists);
});