I'm a Lady's Maid, but I've Pulled Out the Holy Sword! is a Manga/Manhwa/Manhua in english language, Comedy series, english chapters have been translated and you can read them here. You are reading chapters on www.mgeko.nl fastest updating comic site. The Summary is

If you draw the Holy sword, the handsome Prince will notice you!
Eleanor, who works as a maid in the royal palace, draws the legendary Goddess' holy sword that no one could pull it out for a thousand years and was thus chosen to be the hero who will protect the country from the Demon King. But, in this peaceful world, there's no need for a hero. If she becomes a hero, she will be unemployed?! She decides to put the Holy Sword back into place, but was caught by an handsome, stubborn prince...