football-docs provides AI coding agents, such as Claude Code, Cursor, and VS Code Copilot, with a searchable index of up-to-date documentation for 15 leading football data providers and related open-source tools. Designed for developers and analysts working with football datasets, it enables tools supporting the Model Context Protocol (MCP) to access structured, source-verified information about event types, qualifiers, coordinate systems, APIs, and more, reducing errors typically made by LLMs when inferring football data specifics.
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