How is there a hard knot in the finger joint?

According to your description, your condition may be a hard pimple caused by chronic inflammation of tendon sheath. Generally, the texture is hard.

Suggestion: aim at your problem. First of all, I suggest you take an X-ray of your hand. This can rule out whether it is caused by bones. According to the examination results, further treatment was carried out.