ATOTW MCP Server

Gives Claude access to 500+ anaesthesia tutorials from WFSA's Anaesthesia Tutorial of the Week (ATOTW) program.

Quick Start

Prerequisites

• Python 3.8+

• OpenAI API key

• Claude Desktop app

Installation

1. Install uv (if you don't have it):

curl -LsSf https://astral.sh/uv/install.sh | sh

2. Clone and setup:

git clone https://github.com/yourusername/atotw-mcp
cd atotw-mcp
uv sync
echo "OPENAI_API_KEY=sk-..." > .env

3. Initial sync (downloads tutorials, ~30 min first time):

uv run sync.py

Add to Claude Desktop

Edit Claude Desktop config:

• macOS: ~/Library/Application Support/Claude/claude_desktop_config.json

• Windows: %APPDATA%\Claude\claude_desktop_config.json

{
  "mcpServers": {
    "atotw": {
      "command": "uv",
      "args": [
        "run",
        "--directory",
        "/absolute/path/to/atotw-mcp",
        "mcp_server.py"
      ]
    }
  }
}

Restart Claude Desktop.

Related MCP server: openpapers-mcp

Usage

Ask Claude medical questions:

• "What are the considerations for spinal anaesthesia in children?"

• "Search for tutorials about difficult airway management"

• "Find tutorial 550 about SGLT-2 inhibitors"

• "Check for new tutorials" (runs sync via MCP)

Maintenance

Weekly sync (via Claude or command line):

uv run sync.py

Features

• Smart Search: Uses embeddings to find relevant tutorials even with different terminology

• Full Text Access: Retrieves complete tutorial content for detailed answers

• Auto-sync: Can check for new tutorials through Claude

• English Only: Automatically filters to English-language content only

File Structure

atotw-mcp/
├── mcp_server.py    # MCP server
├── sync.py          # Sync script
├── .env             # Your OpenAI key (create this)
├── pdfs/            # Downloaded tutorials
├── texts/           # Extracted text
├── embeddings/      # Search index
└── tt.json          # Tutorial metadata

Troubleshooting

"No tutorials found": Run uv run sync.py to download content.

Search not working: Check .env has valid OpenAI API key.

Claude can't see the server: Restart Claude Desktop after config changes.

Credits

Tutorial content © World Federation of Societies of Anaesthesiologists (WFSA)