Quarterback

Quarterback is an open-source, locally-run AI task management and agent orchestration tool designed for multi-project operators. It enables strategic prioritization across multiple projects using a 5-factor weighted scoring engine, advanced organizational context, and time-aware planning. It supports autonomous agent execution (with webhooks), integrates with MCP (Model Context Protocol), and offers a markdown-based knowledge wiki (Playbook) for cross-session consistency. Ideal for professionals and teams handling many concurrent projects who want to optimize priorities and workflow automation with LLM integrations.