diff --git a/README.md b/README.md
index 09187cf..a89078f 100644
--- a/README.md
+++ b/README.md
@@ -321,7 +321,7 @@ EvoSci mcp add sequential-thinking npx -- -y @modelcontextprotocol/server-sequen
 ```
 
 > [!NOTE]
-> For command options, config fields, tool routing, wildcard filtering, and troubleshooting, see the **[MCP Integration Guide](./EvoScientist/mcp/README.md)**.
+> For command options, config fields, tool routing, wildcard filtering, and troubleshooting, see the **[MCP Integration Guide](./EvoScientist/mcp)**.
 
 ## 📊 Evaluation