yt-summarizer

An MCP (Model Context Protocol) server that lets Claude Desktop watch YouTube videos and take notes for you — it fetches a video's transcript and saves a summary as a new page in Notion.

Based on this Enkrypt AI writeup.

How it works

1. You give Claude Desktop a YouTube URL and ask for a summary.

2. Claude calls the get_transcript tool, which fetches the video's transcript.

3. Claude summarizes the transcript itself.

4. Claude calls the create_notion_page tool with a structured page payload.

5. The server creates the page in your Notion workspace and returns its URL.

Related MCP server: scribefy-mcp

Prerequisites

• uv (Python package/project manager)

• Claude Desktop

• A Notion account and workspace

1. Set up a Notion integration

1. Go to https://www.notion.so/profile/integrations and create a new internal integration. Name it (e.g. "YT Summarizer") and pick your workspace.

2. Copy the Internal Integration Secret — this is your NOTION_TOKEN.

3. In Notion, create (or pick) a page that will act as the parent page for generated summaries.

4. Open that page, click Connections (or ••• → Connect to), and connect your new integration so it has access.

5. Copy the page ID from the page URL — it's the 32-character hex string at the end (dashes optional): https://www.notion.so/My-Page-1a2b3c4d5e6f7a8b9c0d1e2f3a4b5c6d → 1a2b3c4d5e6f7a8b9c0d1e2f3a4b5c6d is your PARENT_PAGE_ID.

2. Configure environment variables

cp .env.example .env

Edit .env and fill in the two values from step 1:

NOTION_TOKEN=YOUR_NOTION_INTEGRATION_SECRET
PARENT_PAGE_ID=YOUR_NOTION_PARENT_PAGE_ID

3. Install dependencies

uv sync

4. Register the server with Claude Desktop

Add an entry to your Claude Desktop config file:

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

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

{
  "mcpServers": {
    "Youtube Summarizer": {
      "command": "uv",
      "args": [
        "--directory",
        "FULL/PATH/TO/yt-summarizer",
        "run",
        "server.py"
      ]
    }
  }
}

Replace the path with the absolute path to this project directory, then restart Claude Desktop. A hammer/tools icon should appear in the chat input, confirming the server connected.

5. Use it

In Claude Desktop, paste a YouTube URL and ask for a summary saved to Notion, e.g.:

Summarize this video and save it to Notion: https://www.youtube.com/watch?v=dQw4w9WgXcQ

Claude will fetch the transcript, write a summary, create the Notion page, and give you the link.

Tools exposed by this server

Ideas for extending this

• Add timestamp markers linking back to key moments in the video

• Auto-categorize videos by topic/content type

• Generate actionable to-do lists from educational content

• Support non-English transcripts / auto-translation