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Hormozi Mentor Agent

by mandyszczepanski
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Hormozi Mentor Agent

Alex Hormozi RAG mentor agent. Katie calls hormozi_query() and gets answers grounded in Hormozi's actual YouTube content.

Stack

  • SQLite + sqlite-vec (local, always-on, no cloud DB needed)

  • Voyage AI voyage-3-lite embeddings (1024 dimensions)

  • YouTube Data API v3 + youtube-transcript npm

  • Claude claude-sonnet-4-6 for synthesis

  • MCP server registered with mcporter

Related MCP server: harness-health-engineering

Prerequisites

  1. sqlite-vec — install on Mac mini:

    brew install sqlite-vec

  2. Environment variables — copy .env.example to .env and fill in:

    • YOUTUBE_API_KEY — Google Cloud Console → APIs → YouTube Data API v3 → Create Key

    • VOYAGE_API_KEY — sign up at voyageai.com (free tier, 5 minutes)

    • ANTHROPIC_API_KEY — already in Mark's environment

Setup

npm install
npm run db:init

Ingestion

# Full channel load (run once — ~30-60 min for 600+ videos)
npm run ingest

# Subsequent manual refresh (only fetches new videos)
npm run cron

Query (CLI test)

npm run query "what would you do about cold calling pricing objections?"

Run the MCP Server

# stdio mode (for mcporter)
node dist/index.js --stdio

# HTTP mode (with health endpoint + built-in weekly cron)
node dist/index.js
# http://localhost:3456/health

mcporter Registration

After building (npm run build), register with mcporter on the Mac mini:

mcporter add hormozi-mentor --command "node /path/to/hormozi-mentor/dist/index.js --stdio"

Or if running as HTTP server:

mcporter add hormozi-mentor --url http://localhost:3456/mcp

Mac mini launchd Cron (Weekly Refresh)

Create /Library/LaunchDaemons/com.marksapp.hormozi-mentor-cron.plist:

<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
<plist version="1.0">
<dict>
  <key>Label</key>
  <string>com.marksapp.hormozi-mentor-cron</string>
  <key>ProgramArguments</key>
  <array>
    <string>/usr/local/bin/node</string>
    <string>/Users/mandyassistant/Desktop/MarkProjects/hormozi-mentor/dist/cron-ingest.js</string>
  </array>
  <key>StartCalendarInterval</key>
  <dict>
    <key>Weekday</key>
    <integer>0</integer>
    <key>Hour</key>
    <integer>2</integer>
    <key>Minute</key>
    <integer>0</integer>
  </dict>
  <key>EnvironmentVariables</key>
  <dict>
    <key>YOUTUBE_API_KEY</key>
    <string>YOUR_KEY_HERE</string>
    <key>VOYAGE_API_KEY</key>
    <string>YOUR_KEY_HERE</string>
    <key>ANTHROPIC_API_KEY</key>
    <string>YOUR_KEY_HERE</string>
    <key>DB_PATH</key>
    <string>/Users/mandyassistant/Desktop/MarkProjects/hormozi-mentor/hormozi.db</string>
  </dict>
  <key>StandardOutPath</key>
  <string>/tmp/hormozi-mentor-cron.log</string>
  <key>StandardErrorPath</key>
  <string>/tmp/hormozi-mentor-cron.err</string>
</dict>
</plist>

Load it:

sudo launchctl load /Library/LaunchDaemons/com.marksapp.hormozi-mentor-cron.plist

Notes

  • The books/ directory is gitignored. Drop Hormozi PDFs there for book ingestion (Phase 2).

  • The hormozi.db file is gitignored. It lives on the Mac mini only.

  • Weekly cron also runs automatically when the HTTP server is up (built into src/index.ts via node-cron).

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