diff --git a/reference/python/docs/integrations/index.md b/reference/python/docs/integrations/index.md
index 6b05887395..0a4c25eadb 100644
--- a/reference/python/docs/integrations/index.md
+++ b/reference/python/docs/integrations/index.md
@@ -8,8 +8,16 @@ Welcome! These pages include reference documentation for all `langchain-*` Pytho
 
 To learn more about integrations in LangChain, visit the [Integrations overview](https://docs.langchain.com/oss/python/integrations/providers/overview).
 
-!!! tip "Model Context Protocol (MCP) support"
-    To use MCP tools within LangChain and LangGraph applications, refer to [`langchain-mcp-adapters`](../langchain_mcp_adapters/index.md).
+## Model Context Protocol (MCP)
+
+LangChain supports the Model Context Protocol (MCP). This lets external tools work with LangChain and LangGraph applications through a standard interface.
+
+To begin using MCP tools in your project, see the [`langchain-mcp-adapters`](../langchain_mcp_adapters/index.md) documentation.
+
+!!! tip "Why MCP matters"
+    MCP allows LangChain apps to connect easily to tools and workflows outside of LangChain. This improves how well they work together and their reliability.
+
+---
 
 ## Popular providers