Edit link for page inside tool -> custom permalink gives 404 Not found. When I checked clearly, it is found that the query part for post = page type is set to "page.php?action=edit&post=.$post->ID" which should be "post.php?post=.$post->ID&action=edit"
After changing the query, its working fine now...
Please check it out.
Also thanks for the wonderful plugin!