added comments for openf1 in about tag, improved UI for some of the fastf1 tabs

app.py

@@ -68,7 +68,7 @@ iface_event_info = gr.Interface(
     inputs=[
         gr.Number(label="Calendar year", value=CURRENT_YEAR, minimum=1950, maximum=CURRENT_YEAR),
         gr.Textbox(label="Grand Prix", placeholder="Ex: Monaco", info="The name of the GP/country/location (Fuzzy matching supported) or round number"),
-        gr.Radio(["human", "LLM"], label="Display format", value="human")
+        gr.Radio(["human", "LLM"], label="Display format", value="human", info="Toggle between human-readable (parsed) and LLM output (raw)")
     ],
     outputs="text",
     title="Event Info",
@@ -94,7 +94,7 @@ iface_track_visualization = gr.Interface(
     ],
     outputs="image",
     title="Track Visualizations",
-    description="Get the track visualization (speed/corners/gear) for the given Grand Prix race. Example: (2025,Monaco,speed)"
+    description="Get the track visualization (speed/corners/gear) for the fastest lap at the specific Grand Prix race. Example: (2025,Monaco,speed)"
 )
 
 iface_session_results = gr.Interface(

fastf1_tools.py

@@ -132,7 +132,7 @@ def driver_championship_standings(year: int, driver_name: str) -> str:
         return f"Could not find stats for {driver_name}"
     suffix = "st" if driver_standing['position'].iloc[0] == 1 else "nd" if driver_standing['position'].iloc[0] == 2 else "rd" if driver_standing['position'].iloc[0] == 3 else "th"
     is_was = "is" if year == CURRENT_YEAR else "was"
-    standings_string = f"{driver_name} {is_was} {driver_standing['position'].iloc[0]}{suffix} with {driver_standing['points'].iloc[0]} points and {driver_standing['wins'].iloc[0]} wins"
+    standings_string = f"{driver_name} {is_was} {int(driver_standing['position'].iloc[0])}{suffix} with {int(driver_standing['points'].iloc[0])} points and {int(driver_standing['wins'].iloc[0])} wins"
     return standings_string
     
 def constructor_championship_standings(year: int, constructor_name: str) -> str:
@@ -152,7 +152,7 @@ def constructor_championship_standings(year: int, constructor_name: str) -> str:
     constructor_standing = constructor_standing[constructor_standing["constructorName"] == constructor_name]
     suffix = "st" if constructor_standing['position'].iloc[0] == 1 else "nd" if constructor_standing['position'].iloc[0] == 2 else "rd" if constructor_standing['position'].iloc[0] == 3 else "th"
     are_were = "are" if year == CURRENT_YEAR else "were"
-    standings_string = f"{constructor_name} {are_were} {constructor_standing['position'].iloc[0]}{suffix} with {constructor_standing['points'].iloc[0]} points and {constructor_standing['wins'].iloc[0]} wins"
+    standings_string = f"{constructor_name} {are_were} {int(constructor_standing['position'].iloc[0])}{suffix} with {int(constructor_standing['points'].iloc[0])} points and {int(constructor_standing['wins'].iloc[0])} wins"
     return standings_string
 
 def track_visualization(year: int, round: gp, visualization_type: str) -> Image.Image:

todo.txt

@@ -1,5 +1,4 @@
 - host agent using Modal labs
-- Add some more documentation
 - Record demonstration using Loom and add link to README
     * Demo the Gradio UI
     * Demo the MCP client using Claude Desktop

utils/constants.py

@@ -36,25 +36,28 @@ DRIVERS_PER_SEASON: dict[int, list[str]] = json.load(open("assets/drivers_per_se
 MARKDOWN_INTRODUCTION = """
 # 🏁 Formula 1 MCP server 🏎️
 
-Welcome to the Formula 1 MCP server, your one-stop destination for comprehensive Formula 1 data and visualizations.
+Welcome to the Formula 1 MCP server, your one-stop destination for Formula 1 data retrieval and race real-time race strategy analysis.
 <br>
-This application leverages the FastF1 library to provide detailed insights into Formula 1 races, drivers, and teams.
+This application leverages the FastF1 library and OpenF1 API to provide detailed insights into Formula 1 races, drivers, and teams.
 
 ## Available Tools in Gradio UI
 
 ### Championship Standings
-- **Driver Championship**: Track driver positions, points, and wins
-- **Constructor Championship**: Monitor team performances and rankings
+- **Driver Standings**: Retrieve live or past driver championship standings for a specific driver
+- **Constructor Standings**: Retrieve live or past constructor championship standings for a specific constructor
 
 ### Race Information
-- **Event Info**: Get detailed information about specific Grand Prix events
+- **Event Info**: Get detailed information about a specific Grand Prix event
 - **Season Calendar**: View the complete race calendar for any season
 - **Session Results**: Access race, qualifying, and sprint session results
 
 ### Driver & Team Data
-- **Driver Info**: View detailed driver profiles and statistics
-- **Track Visualizations**: Explore interactive track maps with speed, gear, and corner data
+- **Driver Info**: Retrieve detailed driver information from the 2025 Formula 1 season
+- **Constructor Info**: Retrieve detailed constructor information from the 2025 Formula 1 season
+- **Track Visualizations**: Explore interactive track maps with speed, gear, and corner visualizations
 
+### OpenF1 Tools
+- **OpenF1 Tools**: Access the OpenF1 API directly within the MCP server, allowing a LLM to interact with the API using natural language.
 
 ## Usage