diff --git a/README.MD b/README.MD
index 46147d5f..54e8ffec 100644
--- a/README.MD
+++ b/README.MD
@@ -7,7 +7,7 @@ Overview of the directories
 └── WebServer        # The ASP.NET Core 9 Webserver
     ├── AIPython     # All the AI files written in python [Copied to the docker container via the C# compiler]
     ├── Components   # HTML pages written in .razor pages
-    ├── Controllers  # Python Interop Controllers and Database Controlelrs
+    ├── Controllers  # Python Interop Controllers and Database Controller
     ├── Properties   # ASP.Net Properties files
     └── wwwroot      # Statically hosted Web Files
 ```
@@ -41,4 +41,4 @@ docker compose up -d
 
 ## Usage
 
-Navigate to [Localhost:5000](http://localhost:5000).
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+Navigate to [localhost:5000](http://127.0.0.1:5000).
\ No newline at end of file