{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_3w8eun33dttq","handle":"f1-mcp-server","url":"https://wellknown.network/agents/f1-mcp-server","links":{"self":"https://wellknown.network/agents/f1-mcp-server/record.json","html":"https://wellknown.network/agents/f1-mcp-server","markdown":"https://wellknown.network/agents/f1-mcp-server/record.md","api":"https://wellknown.network/api/v1/agents/f1-mcp-server","status":"https://wellknown.network/api/v1/agents/f1-mcp-server/status","claim":"https://wellknown.network/agents/f1-mcp-server/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/f1-mcp-server/claim.json","badge":"https://wellknown.network/agents/f1-mcp-server/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/f1-mcp-server/history","tools":"https://wellknown.network/api/v1/agents/f1-mcp-server/tools"},"ard":{"identifier":"urn:air::server:f1-mcp-server","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"f1-mcp-server","summary":"A Model Context Protocol (MCP) server that provides Formula One racing data for AI applications, including event schedules, driver information, telemetry data, race results, and performance analysis.","description":"# Formula One MCP Server\n\n[![PyPI version](https://img.shields.io/pypi/v/f1-mcp-server.svg)](https://pypi.org/project/f1-mcp-server/)\n[![Python Versions](https://img.shields.io/pypi/pyversions/f1-mcp-server.svg)](https://pypi.org/project/f1-mcp-server/)\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n\nA Model Context Protocol (MCP) server that provides Formula One racing data. This package exposes various tools for querying F1 data including event schedules, driver information, telemetry data, and race results.\n\n## Features\n\n- **Event Schedule**: Access the complete F1 race calendar for any season\n- **Event Information**: Detailed data about specific Grand Prix events\n- **Session Results**: Comprehensive results from races, qualifying sessions, sprints, and practice sessions\n- **Driver Information**: Access driver details for specific sessions\n- **Performance Analysis**: Analyze a driver's performance with lap time statistics\n- **Driver Comparison**: Compare multiple drivers' performances in the same session\n- **Telemetry Data**: Access detailed telemetry for specific laps\n- **Championship Standings**: View driver and constructor standings for any season\n\n## Installation\n\nIn a `uv` managed python project, add to dependencies by:\n\n```bash\nuv add f1-mcp-server\n```\n\nAlternatively, for projects using `pip` for dependencies:\n```bash\npip install f1-mcp-server\n```\n\nTo run the server inside your project:\n\n```bash\nuv run f1-mcp-server\n```\n\nOr to run it globally in isolated environment:\n\n```bash\nuvx f1-mcp-server\n```\n\nTo install directly from the source:\n\n```bash\ngit clone https://github.com/Machine-To-Machine/f1-mcp-server.git\ncd f1-mcp-server\npip install -e .\n```\n\n## Usage\n\n### Command Line\n\nThe server can be run in two modes:\n\n**Standard I/O mode** (default):\n\n```bash\nuvx run f1-mcp-server\n```\n\n**SSE transport mode** (for web applications):\n\n```bash\nuvx f1-mcp-server --transport sse --port 8000\n```\n\n### Python AP…","publisher":{"name":"Machine-To-Machine","url":null},"homepage":"https://github.com/Machine-To-Machine/f1-mcp-server/blob/main/README.md","repository":"https://github.com/Machine-To-Machine/f1-mcp-server/blob/main/CHANGELOG.md","version":"0.1.0","license":"MIT","protocols":["mcp"],"tags":["f1","fastf1","formula1","m2m","mcp","motorsport"],"pricing":null,"endpoints":[{"url":"pypi:f1-mcp-server","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":1,"provenance":"derived"},{"slug":"dev.terminal","name":"Terminal & Shell","confidence":0.825,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"}],"categories":["dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"f1-mcp-server","registry":"pypi","observedAt":"2026-09-15T14:27:03.015Z","publishedAt":"2025-04-07T20:05:28.992346Z","latestVersion":"0.1.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"f1-mcp-server","url":"https://pypi.org/project/f1-mcp-server/","firstSeenAt":"2026-09-09T15:22:11.969Z","fetchedAt":"2026-09-15T14:25:19.414Z","normalizedAt":"2026-09-15T14:25:19.414Z"}]},"firstSeenAt":"2026-09-09T15:22:11.969Z","updatedAt":"2026-09-15T14:27:03.015Z"}