diff --git a/README.md b/README.md
index fd204b005e..b17e3b6f4c 100644
--- a/README.md
+++ b/README.md
@@ -40,7 +40,7 @@ programs, Python bindings, Julia bindings, Go bindings and R bindings.
 
 ***Quick links:***
 
- - Quickstart guides: [C++]( ), [CLI]( ), [Python]( ), [R]( ), [Julia]( ), [Go]( )
+ - Quickstart guides: [C++]( ), [CLI](doc/quickstart/cli.md), [Python]( ), [R]( ), [Julia]( ), [Go]( )
  - [mlpack homepage](https://www.mlpack.org/)
  - [mlpack documentation](https://www.mlpack.org/docs.html)
  - [Examples repository](https://github.com/mlpack/examples/)