Task Manager MCP

Example Use Cases

• 1

  Parse PRD documents and automatically decompose requirements into structured tasks and subtasks using LLM assistance.

• 2

  Manage task dependencies, detect and prevent circular dependencies, and recommend the next executable task based on status and priority.

• 3

  Associate tasks with implementation code, update task status programmatically, and integrate task workflows with Cursor IDE via MCP.

Description

Task Manager MCP Service is an intelligent MCP server that extracts tasks from PRD documents, expands high-level tasks into detailed subtasks using LLMs, and manages dependencies to avoid circular relationships. It integrates with LLM providers (Gemini/OpenAI) and the FastMCP framework, supports in-memory or pluggable storage, and records code associations for traceability. Designed for seamless integration with Cursor IDE via MCP, it helps teams automate task planning, prioritize work, and get smart recommendations for next executable tasks.