Indeed the WCAG guidelines provide the following criteria

* The visual presentation of text and images of text has a contrast ratio of at least 4.5:1, except for the following * Large Text: Large-scale text and images of large-scale text have a contrast ratio of at least 3:1

Grey is not the problem. Low contrast is the problem.