If you control the sites, just modify their server configuration so they send the HPKP header.

If you don't control the sites, it is not a good idea to pin them "from the browser" as you suggest.

You can get their certs pinned into your browser by adding the HKPK header to them. It'll also mitigate risks for your other visitors (if any; may not be a public site).