diff --git a/README.md b/README.md
index c3c5e7f..6596292 100644
--- a/README.md
+++ b/README.md
@@ -5,10 +5,10 @@
 
 A comprehensive collection of **140 ready-to-use scientific skills** for Claude, created by [K-Dense](https://k-dense.ai). Transform Claude into your AI research assistant capable of executing complex multi-step scientific workflows across biology, chemistry, medicine, and beyond.
 
-**Looking for the full AI co-scientist experience?** Try [K-Dense Web](https://app.k-dense.ai) for 200+ skills, cloud compute, and publication-ready outputs.
+**Looking for the full AI co-scientist experience?** Try [K-Dense Web](https://k-dense.ai) for 200+ skills, cloud compute, and publication-ready outputs.
 
 <p align="center">
-  <a href="https://app.k-dense.ai">
+  <a href="https://k-dense.ai">
     <img src="docs/k-dense-web.gif" alt="K-Dense Web Demo" width="800"/>
   </a>
 </p>
@@ -17,7 +17,7 @@ A comprehensive collection of **140 ready-to-use scientific skills** for Claude,
 
 ## K-Dense Web - The Full Experience
 
-Want 10x the power with zero setup? **[K-Dense Web](https://app.k-dense.ai)** is the complete AI co-scientist platform—everything in this repo, plus:
+Want 10x the power with zero setup? **[K-Dense Web](https://k-dense.ai)** is the complete AI co-scientist platform—everything in this repo, plus:
 
 | Feature | This Repo | K-Dense Web |
 |---------|-----------|-------------|
@@ -32,7 +32,7 @@ Want 10x the power with zero setup? **[K-Dense Web](https://app.k-dense.ai)** is
 
 **Get $50 in free credits** — no credit card required.
 
-<a href="https://app.k-dense.ai"><img src="https://img.shields.io/badge/Try_K--Dense_Web-Start_Free-blue?style=for-the-badge&logo=data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIyNCIgaGVpZ2h0PSIyNCIgdmlld0JveD0iMCAwIDI0IDI0IiBmaWxsPSJub25lIiBzdHJva2U9IndoaXRlIiBzdHJva2Utd2lkdGg9IjIiIHN0cm9rZS1saW5lY2FwPSJyb3VuZCIgc3Ryb2tlLWxpbmVqb2luPSJyb3VuZCI+PHBhdGggZD0iTTUgMTJoMTQiLz48cGF0aCBkPSJtMTIgNSA3IDctNyA3Ii8+PC9zdmc+" alt="Try K-Dense Web"></a>
+<a href="https://k-dense.ai"><img src="https://img.shields.io/badge/Try_K--Dense_Web-Start_Free-blue?style=for-the-badge&logo=data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIyNCIgaGVpZ2h0PSIyNCIgdmlld0JveD0iMCAwIDI0IDI0IiBmaWxsPSJub25lIiBzdHJva2U9IndoaXRlIiBzdHJva2Utd2lkdGg9IjIiIHN0cm9rZS1saW5lY2FwPSJyb3VuZCIgc3Ryb2tlLWxpbmVqb2luPSJyb3VuZCI+PHBhdGggZD0iTTUgMTJoMTQiLz48cGF0aCBkPSJtMTIgNSA3IDctNyA3Ii8+PC9zdmc+" alt="Try K-Dense Web"></a>
 
 *Learn more at [k-dense.ai](https://k-dense.ai)* | *[Read our detailed comparison →](https://k-dense.ai/blog/k-dense-web-vs-claude-scientific-skills)*
 
@@ -88,7 +88,7 @@ Each skill includes:
 - [Getting Started](#getting-started)
   - [Claude Code](#claude-code-recommended)
   - [Cursor IDE](#cursor-ide)
-  - [Any MCP Client](#any-mcp-client)
+  - [Any MCP Client](#any-mcp-client-not-for-claude-code)
 - [Prerequisites](#prerequisites)
 - [Quick Examples](#quick-examples)
 - [Use Cases](#use-cases)