Your AI editor needs a project manager

What it does Task Master is a task-management layer for AI-driven development. You drop a product requirements document into .taskmaster/docs/prd.txt and the system decomposes it into numbered, dependency-aware tasks that your AI editor consumes via the Model Context Protocol. It runs as an MCP server inside Cursor, Windsurf, VS Code, and others, or as a standalone CLI.

The interesting bit The PRD-centric workflow forces structure onto vibe coding. Instead of open-ended chat, you hand the AI a spec and it generates a literal todo list with dependencies and research steps. It can also call out to models like Perplexity to fetch current best practices before generating code, so the AI isn’t purely pattern-matching on stale training data.

Key highlights

• MCP-native integration with Cursor, Windsurf, VS Code, Roo, and Claude Code
• Supports Anthropic, OpenAI, Google, Perplexity, xAI, OpenRouter, Groq, Mistral, Azure, and Ollama
• Parses PRDs into structured tasks with explicit dependencies and tags
• Built-in research commands for gathering fresh context before implementation
• Team collaboration features (per the docs)

Caveats

• Most capabilities need a paid API key; Claude Code and Codex CLI are the exceptions
• MIT license carries a Commons Clause, restricting commercial resale
• The README explains setup in detail but never describes how task state is stored or synced

Verdict Useful if your AI chat sessions have become meandering threads of “and another thing.” Overkill if you prefer ad-hoc prompting without a formal spec.