VV

visualizevalue/vvriter

Developer tools
71 stars 14 forks Quality 61 Trend 18

VV knowledge layer for AI agents — MCP server exposing Visualize Value frameworks, voice, and content

Overview

MCP server that generates articles from 50,000 tweets and 400 visual artworks. One command. Three article concepts. Pick a number. AI is writing articles about our ideas whether we participate or not. So we built the source material — 50,000 tweets, 400 visuals, and an exact writing profile — into a tool anyone can plug into their AI agent. 1. Call vvriter with no arguments 2. Pick from 3 article concepts 3. Article saves to ~/vvriter/ and opens in your browser The tool loads a randomized sample of tweets and visuals. The AI finds idea clusters. Every call shuffles — you never get the same suggestions twice. Full technical breakdown: How to Build an MCP Server for AI-Powered Content Generation - jackbutcher.md — the writing profile that powers the voice - How the writing profile was made Art, courses, and tools by Jack Butcher. 5 courses, 168 lessons, 55,000+ students, 607 five-star reviews.

README

vvriter

MCP server that generates articles from 50,000 tweets and 400 visual artworks. One command. Three article concepts. Pick a number.

Why

AI is writing articles about our ideas whether we participate or not. So we built the source material — 50,000 tweets, 400 visuals, and an exact writing profile — into a tool anyone can plug into their AI agent.

Install

npx vvriter

Claude Code

claude mcp add vvriter -- npx vvriter

Claude Desktop / Cursor / Windsurf

Add to your MCP config:

{
  "mcpServers": {
    "vvriter": {
      "command": "npx",
      "args": ["vvriter"]
    }
  }
}

How it works

  1. Call vvriter with no arguments
  2. Pick from 3 article concepts
  3. Article saves to ~/vvriter/ and opens in your browser

The tool loads a randomized sample of tweets and visuals. The AI finds idea clusters. Every call shuffles — you never get the same suggestions twice.

How it was built

Full technical breakdown: How to Build an MCP Server for AI-Powered Content Generation

About Visualize Value

Art, courses, and tools by Jack Butcher. 5 courses, 168 lessons, 55,000+ students, 607 five-star reviews.

  • Courses — leverage, value creation, building independently
  • Workflows — how things get built with AI
  • Art — Checks ($250M+), Opepen, Self Checkout
  • Visuals — 600+ visual artworks
  • The $99 MBA — all 5 courses for $99/year

License

MIT

View the full README on GitHub

Install

npx vvriter
New to MCP? Start with the mcpskill.org guide →

Configuration

{ "mcpServers": { "vvriter": { "command": "npx", "args": ["vvriter"] } } }