MDPilotMDPilot
MDPilot

Field Manual

MDPilot docs

MDPilot turns messy task input — tickets, threads, specs — into precise, expert-grade prompts your AI coding agent can act on immediately. It also generates production-grade instruction files, explains code to any audience, converts documents to markdown, and more.

Two ways to use it

In your browser

Go to mdpilot.in/task — no account, no install, no API key. Paste a task and get a structured prompt in seconds.

Try Task mode →

In your editor

Install the MCP server for Claude Code, Cursor, Windsurf, or Goose. MDPilot reads your actual repo — files reference real scripts and paths.

MCP setup →

What MDPilot can do

Task mode

primary

Paste a ticket, Slack thread, or half-formed idea — get a structured TASK.md your AI agent can act on immediately. No vague prompts, no guessing.

Generate instruction files

generate

Generate AGENTS.md, CLAUDE.md, README, CONTRIBUTING, SECURITY, SKILL, DESIGN, and more — grounded in your real repo, not boilerplate.

Explain code

explain

Turn any file or directory into a plain-language WALKTHROUGH.md tuned to your audience — AI agent, new team member, learner, or non-technical stakeholder.

Convert any file to markdown

convert

Drop a PDF, Word doc, spreadsheet, or image. Get clean, token-efficient markdown via Microsoft MarkItDown — ready to paste into any AI tool.

Image → AI prompt

labs

Upload any image and get a precise recreation prompt for FLUX, Stable Diffusion, Midjourney, or DALL-E — plus a negative prompt and tag list.

Interview primer

labs

Enter a role, level, and job description — get a ready-to-paste AI coach prompt that runs mock interviews and gives real-time feedback.

Documentation

Getting started

Two paths to get started in under 2 minutes — browser or MCP server.

Task mode

The wizard, execution modes (Guide / AI Exec / Context), options, and how to use the output.

MCP server setup

Install and configure for Claude Code, Cursor, Windsurf, or Goose. Works with any AI key.