Update MCP Registry link in README

Author: Lyellr88

README.md

@@ -18,7 +18,7 @@ Memory Accurate Response Mode v2.2.6 - The intelligent persistent memory system
 [![PyPI Downloads](https://static.pepy.tech/personalized-badge/marm-mcp-server?period=total&units=NONE&left_color=GREY&right_color=BLUE&left_text=downloads)](https://pepy.tech/projects/marm-mcp-server)
 
 [![pip install](https://img.shields.io/badge/pip%20install-marm--mcp--server-blue)](https://pypi.org/project/marm-mcp-server/)
-[![MCP Registry](https://img.shields.io/badge/MCP%20Registry-LIVE-blue)](https://registry.modelcontextprotocol.io/)
+[![MCP Registry](https://img.shields.io/badge/MCP%20Registry-LIVE-blue)](https://registry.modelcontextprotocol.io/?q=marm-mcp)
 
 [![Official MARM](https://img.shields.io/badge/Official-MARM-blue?style=for-the-badge)](https://github.com/Lyellr88/MARM-Systems)