After thinking about it, I finally figured out how to PESOS from Pocket to my own site using IFTTT. I tried to do it in a similar way to how Charlotte Allen did this.
The first step was to retrieve an IndieAuth access token using the tool Gimme a token. Then I created a IFTTT applet with the a new favorite item on Pocket as the trigger and a Webhook to execute.
I should definitely checkout how to PESOS for Pocket. I use Pocket quite often, but don’t publish all links on my blog. For that I still need to improve bookmark support and than use something like IFTTT to publish recommended or starred articles to a bookmarks section.