I use "NFC Tools" to write the URL, which I copy the album/song URL from Spotify and embed it. When I hold my phone near it, the URL appears in the notifications, and clicking it opens it in Spotify, which then starts playing it. I have a bag of 100 tags I got from a friend so no shortage there.
The regular https://open.spotify.com URL is registered to be handled by the Spotify app on iOS devices, so no bouncing from Safari - it opens straight away in Spotify. Nothing to play on a specific speaker, though - but my homepod mini is nearby so a tap to my poster then a tap to my speaker starts my listening session.
I have NFC Tools Pro from these guys, https://www.wakdev.com/en/ (but affiliated); I'm assuming you're referring to them. They're on Google Play store too.