What is an MCP Server?

MCP (Model Context Protocol) is an open protocol that standardizes how applications provide context to LLMs. An MCP server acts as a bridge, allowing AI models to access and interact with external data sources and tools.

What data does the Formula 1 Schedule MCP Server provide?

The server provides Formula 1 race calendars, race results, team standings, and driver standings for any specified year.

How do I install the Formula 1 Schedule MCP Server?

You can install the server locally by cloning the repository and installing the dependencies, or you can use Docker to run the server in a containerized environment.

How do I use the Formula 1 Schedule MCP Server?

You can use the available MCP tools by sending requests with the appropriate parameters to the server's API endpoint.

UBOS is a full-stack AI Agent Development Platform that helps you orchestrate AI Agents, connect them with your enterprise data, build custom AI Agents with your LLM model, and create Multi-Agent Systems.

How does the Formula 1 Schedule MCP Server integrate with UBOS?

The server can be configured using the `smithery.yaml` file for seamless deployment within the UBOS ecosystem, allowing you to easily integrate F1 data into your AI agent workflows.

What are the dependencies of the Formula 1 Schedule MCP Server?

The dependencies include fastmcp, requests, beautifulsoup4, and typing-extensions.

Where can I find the license information for the Formula 1 Schedule MCP Server?

The license information can be found in the [LICENSE](LICENSE) file in the repository.

Formula 1 Schedule MCP Server

A Model Context Protocol (MCP) server that provides Formula 1 race schedules for any specified year. The server can retrieve current and historical F1 race calendars with detailed information about each race.

Features

Race Data: Fetch Formula 1 race calendars for any year with dates, locations and round information
Race Results: Get race results including winner, car, laps, and time information
Team Stats: Get complete team standings with points and positions for current/past seasons
Driver Stats: Access driver standings with details including nationality, team, and code
Data Reliability: Robust parsing of Formula 1 website with error handling
Simple Integration: Easy-to-use MCP interface with consistent parameter structure

Installation

Prerequisites

Python 3.8 or higher
Docker (optional, for containerized deployment)

Local Setup

Clone the repository:

git clone <repository-url>
cd formula-1-schedule

Install dependencies:
```
pip install -r requirements.txt
```
Run the server:
```
python server.py
```

Docker Setup

To run the server using Docker:

docker build -t f1-schedule-mcp .
docker run -p 8000:8000 f1-schedule-mcp

Usage

The server exposes three MCP tools, all following the same simple parameter pattern:

Available Tools

Tool Name	Description	Example Use
`fetch_f1_calendar`	Get race schedule for a year	`{"name": "fetch_f1_calendar", "parameters": {"year": "2025"}}`
`fetch_f1_team_standings`	Get team standings	`{"name": "fetch_f1_team_standings", "parameters": {"year": "2025"}}`
`fetch_f1_driver_standings`	Get driver standings	`{"name": "fetch_f1_driver_standings", "parameters": {"year": "2025"}}`
`fetch_f1_race_results`	Get race results	`{"name": "fetch_f1_race_results", "parameters": {"year": "2025"}}`

Parameters

All tools use the same parameter:

year (string): The year for which to fetch Formula 1 data

Configuration

The server can be configured using the smithery.yaml file for deployment with Smithery.

Project Structure

File	Description
`server.py`	MCP server implementation with tool registration
`fetcher.py`	Core data retrieval logic with shared parsing functions for calendar, results, and standings
`requirements.txt`	Python dependencies
`Dockerfile`	Container build configuration
`smithery.yaml`	Smithery deployment configuration

Dependencies

fastmcp: MCP server implementation
requests: HTTP client for API requests
beautifulsoup4: HTML parsing for data extraction
typing-extensions: Type hints

License

See the LICENSE file for details.

Formula 1 Schedule MCP Server

Features