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AgentLighthouse is a local-first tool that scans repositories, docs, and APIs to assess how well AI coding agents (like Codex, Claude Code, Cursor) can understand and use a project. It checks for agent instruction files, documentation quality, setup clarity, OpenAPI operation quality, MCP tool descriptions, and more.