MCP Task Orchestrator

MCP Task Orchestrator is an open-source Model Context Protocol (MCP) server that enforces structured, persistent, and auditable multi-agent workflows for AI agents. It provides tools for managing work items, enforcing dependency graphs, blocking transitions until required quality gates are met, and attributing actions to specific agents. It offers persistent storage of work states, YAML-based workflow schemas and traits, actor/auditing features, and integrates seamlessly with any MCP-compatible AI assistant, making it valuable for developers, teams, and organizations looking to manage and automate complex, multi-agent AI workflows.