Workflow Task Extraction From Files

via “task parsing and decomposition from specifications into actionable work items”

A Model Context Protocol (MCP) server that provides structured spec-driven development workflow tools for AI-assisted software development, featuring a real-time web dashboard and VSCode extension for monitoring and managing your project's progress directly in your development environment.

Unique: Implements task parsing as a structured extraction process that generates JSON task objects with bidirectional references to source specifications, enabling both forward traceability (spec → task) and backward traceability (task → spec). The parser identifies task boundaries using markdown structure and extracts metadata like dependencies and priority.

vs others: More automated than manual task creation because it parses specifications to extract tasks, and more traceable than generic task lists because each task maintains a reference to its source specification for audit and understanding.

via “action-item-extraction”