Machina Sports provides infrastructure and tools for creating sports-focused AI agents and fan experiences. Its platform includes live sports data connectors, workflows, agents, APIs, SDKs, MCP servers, and deployment surfaces for automating content, market intelligence, fan engagement, broadcast preparation, personalized communications, and sports analytics. Its clients include sportsbooks and prediction-market operators, broadcasters and media organizations, and sports teams and leagues. Machina also offers World Cup Intelligence APIs and MCP tools with match, player, market, forecast, and fan-sentiment data.