ATLAS (Adaptive Task & Logic Automation System) is a graph-database-backed task management infrastructure designed specifically for LLM agents. It exposes a Model Context Protocol interface, allowing AI agents to create and manage Projects, Tasks, and Knowledge nodes through a three-tier architecture stored in Neo4j. The system supports deep research workflows and complex multi-step agentic task orchestration.