TOKYO—Japan’s capital remained the city with the most Michelin stars in the world for the 10th straight year, the tire maker said Tuesday.

A total of 12 restaurants gained the highest three-star rating, one fewer than last year, and 227 restaurants in the city had at least one star, up from 217 a year earlier.

That puts Tokyo far ahead of...