Okobore hime to entaku no kishi by Ishida Rinne (also known as: The Leftover Princess and the Round Table Knights)
There's a manga teaser for this light novel series scanlated by Aqua Scans, that had initially captured my attention to this series. The manga abruptly ends at Volume 2 of the light novels.
Synopsis:
From AQUA Scans:
Leticia's father, the current king, is very wise and knew that both of his sons have their own supporters and that if either one became king the other brother's supporters would rebel, and the country would have a civil war. So he decided to announce that he will retire while he's still alive and make his daughter, the princess, his successor! However, the princess never expected to be Queen and she really doesn't have any political allies. So she decides to gather a group of knights loyal to her and form her own "round table" before the day of her coronation. The problem is, all of the good knights who are strong and skillful and loyal have already been snatched up by her father and brothers for their own personal guards.
More info.
https://www.mangaupdates.com/series.html?id=95684
Eye candy:
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