Labsco
MCP SERVER

Vibe-Coder

by crazyrabbitLTC

Make an agent clarify a feature, write the PRD, and work through numbered phases instead of coding straight from a one-line request.

Reasoning Scaffolds & Agent Workflow Engines
Summary
The clarification step is the whole product.

Most of what goes wrong with agent-written features is that nobody asked what the feature was for, and this makes that a required first step rather than an optional one. Everything after it — the PRD, the phases, the status updates — exists so the plan stays visible on disk instead of living in a conversation that scrolls away.

What it is

A structured development workflow over MCP. It walks a feature from clarifying questions to a PRD and implementation plan, then into phases and tasks whose status the agent updates as it works.

What you get
  • start_feature_clarification — begin the guided questioning for a new feature
  • provide_clarification — answer those questions and build up the requirements
  • generate_prd — produce a Product Requirements Document and an implementation plan from the clarified requirements
  • create_phase and add_task — break the plan into development phases with tasks under each
  • update_phase_status and update_task_status — record progress as work lands
  • get_next_phase_action — ask what to do next rather than deciding from memory
  • get_document_path and save_document — find a generated document, or write it to a location you choose
  • Generated documents are written to disk automatically and kept in memory for quick access
  • A feature-planning prompt template for the whole flow
Requirements

Node with the project cloned and built; the client is pointed at the built server file. No API keys. Documents land in a documents directory keyed by feature id, with the PRD and implementation plan under fixed names, unless you save them elsewhere.