diff --git a/README.md b/README.md
index 2ac2a96..e9d1f46 100644
--- a/README.md
+++ b/README.md
@@ -1,9 +1,9 @@
| Category | Badge |
|-------------------|-------------------------------------------------------------------------------------------------------------------------------|
-| **License** | ![License: GPL v3](https://img.shields.io/badge/License-GPLv3-blue.svg) |
-| **CI/CD** | ![Ruff](https://github.com/rmj3197/MDDC/actions/workflows/ruff.yml/badge.svg)
![Build](https://github.com/rmj3197/MDDC/actions/workflows/build_wheels.yml/badge.svg) |
-| **Code Coverage** | ![codecov](https://codecov.io/gh/rmj3197/MDDC/graph/badge.svg?token=YG6RYU4PIJ) |
-| **Code Quality** | ![Codacy Badge](https://app.codacy.com/project/badge/Grade/b95d3a123538406e9a8df21a1bf44a47)
![CodeFactor](https://www.codefactor.io/repository/github/rmj3197/mddc/badge) |
+| **License** | [![License: GPL v3](https://img.shields.io/badge/License-GPLv3-blue.svg)](https://github.com/rmj3197/MDDC/blob/main/LICENSE) |
+| **CI/CD** | [![Ruff](https://github.com/rmj3197/MDDC/actions/workflows/ruff.yml/badge.svg)](https://github.com/rmj3197/MDDC/actions/workflows/ruff.yml)
[![Build](https://github.com/rmj3197/MDDC/actions/workflows/build_wheels.yml/badge.svg)](https://github.com/rmj3197/MDDC/actions/workflows/build_wheels.yml) |
+| **Code Coverage** | [![codecov](https://codecov.io/gh/rmj3197/MDDC/graph/badge.svg?token=YG6RYU4PIJ)](https://codecov.io/gh/rmj3197/MDDC) |
+| **Code Quality** | [![Codacy Badge](https://app.codacy.com/project/badge/Grade/b95d3a123538406e9a8df21a1bf44a47)](https://app.codacy.com/gh/rmj3197/MDDC/dashboard?utm_source=gh&utm_medium=referral&utm_content=&utm_campaign=Badge_grade)
[![CodeFactor](https://www.codefactor.io/repository/github/rmj3197/mddc/badge)](https://www.codefactor.io/repository/github/rmj3197/mddc) |
# Introduction