The Factorio Learning Environment provides a benchmark and development toolkit for testing large language model agents in the complex open-ended game of Factorio. It offers a Docker-based sandbox environment with a Python SDK, MCP server integration, and PostgreSQL support for tracking evaluation trajectories. The framework includes built-in metrics and a public leaderboard for comparing LLM agent performance.