display recent post's "excerpts" in meta description of home page

You need to add some items into you header.php with the code shown in facebook development center then facebook can get those items (title, thumbnail, excerpts, etc) and display it.
check this

https://developers.facebook.com/docs/reference/plugins/like/

and you can do some test here by just typing you post link into the box.