You don't need to pass the parameter in the url. Do the following:
<form name="form1" method="post" action="http://www.anyurl.com/find.php">
<input name="Category" type="text" id="Category">
<input type="submit" name="Submit" value="Submit">
</form>
Then in your find.php script:
$Category = $_POST['Category'];