fix removed iface and tidied up the markdow a bit

app.py

@@ -99,7 +99,7 @@ with gr.Blocks() as markdown_tab:
     <br>
     This application leverages the FastF1 library to provide detailed insights into Formula 1 races, drivers, and teams.
     
-    ## Available Tools
+    ## Available Tools in Gradio UI
     
     ### Championship Standings
     - **Driver Championship**: Track driver positions, points, and wins
@@ -113,12 +113,52 @@ with gr.Blocks() as markdown_tab:
     ### Driver & Team Data
     - **Driver Info**: View detailed driver profiles and statistics
     - **Track Visualizations**: Explore interactive track maps with speed, gear, and corner data
+
     
     ## Usage
-    Use the tabs above to navigate between different sections and explore the wealth of F1 data available at your fingertips.
-    """)
 
+    There are different ways to interact with the MCP server:
+
+    1) (recommended) Add the MCP server to your `mcp.json` file. This is the most user-friendly way to interact with the MCP server. See the section below for the config file.
 
+    2) (not recommended) One can establish an MCP client by running `mcp_client.py` locally. This client is connected to the MCP server hosted on HuggingFace spaces. Warning: I personally had trouble getting this to work properly using local Ollama models.
+    
+    3) (limited functionality) One can also use the Gradio interface directly to interact with the MCP server. However, I have limited the number of tools/functions available in the Gradio interface due to there not being a clean and nice way to implement the `OpenF1` tools in Gradio (literally just direct HTTP endpoints with tons of filters xD).
+
+
+    ## MCP json configuration
+
+    For MCP clients that support SSE transport (For Claude desktop see below), the following configuration can be used in your `mcp.json` file (or its equivalent):
+
+    ```json
+    {
+    "mcpServers": {
+        "gradio": {
+        "url": "https://agents-mcp-hackathon-f1-mcp-server.hf.space/gradio_api/mcp/sse"
+        }
+    }
+    }
+    ```
+
+    For Claude Desktop, the following configuration can instead be used, but make sure you have Node.js installed:
+
+    ```json
+    {
+    "mcpServers": {
+        "gradio": {
+        "command": "npx",
+        "args": [
+            "mcp-remote",
+            "https://agents-mcp-hackathon-f1-mcp-server.hf.space/gradio_api/mcp/sse",
+            "--transport",
+            "sse-only"
+        ]
+        }
+    }
+    }
+    ```
+
+    """)
 
 
 
@@ -131,7 +171,6 @@ named_interfaces = {
     "Track Visualizations": iface_track_visualization,
     "Session Results": iface_session_results,
     "Driver Info": iface_driver_info,
-    "Test": iface_test
 }
 
 # Tab names and interfaces