
Oni_NZ |
Pathfinder Lost Omens, Rulebook Subscriber

It's my understanding that the feat Augment Summoning won't work with the class ability to summon an Eidolon, it's not a spell; but if you use the spell Summon Eidolon to bring it into existence it will get the boosted stats from the feat.
Edit, I forgot to add the following.
Quite how it applies to the Synthesist however is up to the GM I guess.