Apply suggestions from code review

Co-authored-by: Copilot <[email protected]>

Author: pamelafox

README.md

@@ -49,6 +49,7 @@ Run any script with: `uv run <script_path>`
 - **agents/langchainv1_http.py** - LangChain agent with MCP integration
 - **agents/langchainv1_github.py** - LangChain tool filtering demo with GitHub MCP (requires `GITHUB_TOKEN`)
 - **agents/agentframework_learn.py** - Microsoft Agent Framework integration with MCP
+- **agents/agentframework_http.py** - Microsoft Agent Framework integration with local Expenses MCP server
 
 ## MCP Server Configuration
 

agents/agentframework_http.py

@@ -58,10 +58,10 @@
 
 async def http_mcp_example() -> None:
     """
-    Demonstrate MCP integration with Microsoft Learn documentation.
+    Demonstrate MCP integration with the local Expenses MCP server.
     
-    Creates an agent that can answer questions about Microsoft documentation
-    using the Microsoft Learn MCP server.
+    Creates an agent that can help users log expenses
+    using the Expenses MCP server at http://localhost:8000/mcp/.
     """
     async with (
         MCPStreamableHTTPTool(