Is the French word feminine or masculine?

You're asking about the gender of the French word "French" itself.

In French, the word "French" is feminine. It's "la langue française" (the French language).

This is a bit counterintuitive because it's often used as an adjective and would normally be masculine, like "le drapeau français" (the French flag). But when referring to the language, it's always feminine.