diff --git a/pyflakes.vim b/pyflakes.vim
index 8aa508b..6d20732 100644
--- a/pyflakes.vim
+++ b/pyflakes.vim
@@ -174,12 +174,21 @@ if !exists("*s:RunPyflakes")
         
         let b:matched = []
         let b:matchedlines = {}
+
+        let b:qf_list = []
         python << EOF
 for w in check(vim.current.buffer):
     vim.command('let s:matchDict = {}')
     vim.command("let s:matchDict['lineNum'] = " + str(w.lineno))
     vim.command("let s:matchDict['message'] = '%s'" % vim_quote(w.message % w.message_args))
     vim.command("let b:matchedlines[" + str(w.lineno) + "] = s:matchDict")
+    
+    vim.command("let l:qf_item = {}")
+    vim.command("let l:qf_item.bufnr = bufnr('%')")
+    vim.command("let l:qf_item.filename = expand('%')")
+    vim.command("let l:qf_item.lnum = %s" % str(w.lineno))
+    vim.command("let l:qf_item.text = '%s'" % vim_quote(w.message % w.message_args))
+    vim.command("let l:qf_item.type = 'E'")
 
     if w.col is None or isinstance(w, SyntaxError):
         # without column information, just highlight the whole line
@@ -189,7 +198,13 @@ for w in check(vim.current.buffer):
         # with a column number, highlight the first keyword there
         vim.command(r"let s:mID = matchadd('PyFlakes', '^\%" + str(w.lineno) + r"l\_.\{-}\zs\k\+\k\@!\%>" + str(w.col) + r"c')")
 
+        vim.command("let l:qf_item.vcol = 1")
+        vim.command("let l:qf_item.col = %s" % str(w.col + 1))
+
     vim.command("call add(b:matched, s:matchDict)")
+    vim.command("call add(b:qf_list, l:qf_item)")
+
+vim.command("call setqflist(b:qf_list, 'r')")
 EOF
         let b:cleared = 0
     endfunction