chore: Spelling

Author: andrewginns

README.md

@@ -68,7 +68,7 @@ Learn more: https://modelcontextprotocol.io/introduction
    OPENAI_API_KEY=your_openai_api_key
    ```
 4. Run any of the sample scripts to see a simple MCP server being used via an Agent framework
-- Google Agent Development Toolkit (ADK)
+- Google Agent Development Kit (ADK)
   - [basic_mcp_use/adk_mcp.py](basic_mcp_use/adk_mcp.py)
 - LangGraph Agents
   - [basic_mcp_use/langgraph_mcp.py](basic_mcp_use/langgraph_mcp.py)

basic_mcp_use/langgraph_mcp.py

@@ -36,7 +36,7 @@ async def main(query: str = "Greet Andrew and give him the current time") -> Non
     """
     async with stdio_client(server) as (read, write):
         async with ClientSession(read, write) as session:
-            # Initialize the connection
+            # Initialise the connection
             await session.initialize()
 
             # Get tools

basic_mcp_use/oai-agent_mcp.py

@@ -28,7 +28,7 @@ async def main(query: str = "Greet Andrew and give him the current time") -> Non
             "args": ["run", "run_server.py", "stdio"],
         }
     ) as server:
-        # Initialize the agent with the server
+        # Initialise the agent with the server
         agent = Agent(
             name="MCP agent",
             model="o4-mini",