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pauling-ai/youtube-mcp-server

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Comprehensive MCP server for YouTube Data API v3, Analytics API, and Reporting API. 40 tools for channel analytics, video publishing, transcripts, audience insights, SEO discovery, comments, and bulk...

概要

A comprehensive Model Context Protocol server for the YouTube Data API v3, Analytics API, and Reporting API. Gives AI assistants full access to your YouTube channel — analytics, video management, comments, and more. covering: - Channel & video data - YouTube Analytics (performance, audience, retention, revenue) - Video publishing & playlist management - Transcript extraction - YouTube SEO (search suggestions, trending) - Comments - Bulk reporting Existing YouTube MCP servers focus narrowly on transcript scraping or basic search.

README

YouTube MCP Server

A comprehensive Model Context Protocol server for the YouTube Data API v3, Analytics API, and Reporting API. Gives AI assistants full access to your YouTube channel — analytics, video management, comments, and more.

40 tools covering:

  • Channel & video data
  • YouTube Analytics (performance, audience, retention, revenue)
  • Video publishing & playlist management
  • Transcript extraction
  • YouTube SEO (search suggestions, trending)
  • Comments
  • Bulk reporting

Why This Server?

Existing YouTube MCP servers focus narrowly on transcript scraping or basic search. This server covers three YouTube APIs and is the only open-source MCP server that provides:

  • YouTube Analytics API — channel performance, top videos/Shorts, audience retention curves, traffic sources, demographics, revenue, day-of-week analysis
  • YouTube Reporting API — schedule and download bulk CSV reports
  • Full Data API coverage — not just read, but also upload videos, manage playlists, post comments, set thumbnails
  • YouTube SEO tools — autocomplete suggestions, trending videos, category discovery
  • Dual transcript strategy — official captions API for your own videos, youtube-transcript-api fallback for any public video
  • Quota tracking — client-side tracking with hard-fail protection so you don’t silently exhaust your daily quota
Feature This server Others
Analytics API (watch time, retention, CTR) Yes No
Reporting API (bulk CSV exports) Yes No
Video upload & management Yes Rare
Playlist management Yes Rare
Comments (read + write) Yes No
SEO / trending / suggestions Yes No
Transcript extraction Yes Yes
Quota tracking Yes No
Total tools 40 1-5

Prerequisites

  • Python 3.11+
  • A Google Cloud project with YouTube APIs enabled
  • OAuth 2.0 credentials

Google Cloud Setup

1. Create a Google Cloud Project

  1. Go to Google Cloud Console
  2. Create a new project (or use an existing one)

2. Enable APIs

Enable all three APIs in APIs & Services > Library:

  • YouTube Data API v3
  • YouTube Analytics API
  • YouTube Reporting API
  1. Go to APIs & Services > OAuth consent screen
  2. Set User Type to External
  3. Fill in the app name and required fields
  4. Add the Google account that owns your YouTube channel as a test user

Important: You must sign in with the Google account that owns the YouTube channel, not a manager. Only the owner account can access Analytics data.

4. Create OAuth Credentials

  1. Go to APIs & Services > Credentials
  2. Click Create Credentials > OAuth client ID
  3. Application type: Desktop app
  4. Download the JSON file
  5. Save it as ~/.youtube-mcp/client_secret.json

Alternatively, set the YOUTUBE_MCP_CLIENT_SECRET environment variable to the path of your credentials file.

Installation

pip install youtube-studio-mcp

Or with uv:

uv pip install youtube-studio-mcp

MCP Client Configuration

Claude Desktop

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "youtube": {
      "command": "youtube-studio-mcp"
    }
  }
}

Claude Code

Add to your MCP settings:

{
  "mcpServers": {
    "youtube": {
      "command": "youtube-studio-mcp"
    }
  }
}

With environment variables

{
  "mcpServers": {
    "youtube": {
      "command": "youtube-studio-mcp",
      "env": {
        "YOUTUBE_MCP_CLIENT_SECRET": "/path/to/client_secret.json",
        "YOUTUBE_API_KEY": "your-api-key-for-public-data"
      }
    }
  }
}

First Run

On first use, the server will open a browser window for Google OAuth consent. Sign in with the account that owns your YouTube channel and grant the requested permissions. The token is saved to ~/.youtube-mcp/token.json and auto-refreshes.

Tools Reference

Auth & Setup (2 tools)

Tool Description
youtube_auth Initiate OAuth 2.0 flow
youtube_auth_status Check auth state and quota usage

Channel & Video (3 tools)

Tool Description
youtube_get_channel Get channel details by ID, handle, or mine=True
youtube_list_videos List videos from a channel or playlist
youtube_get_video Get detailed video metadata and stats

Search & SEO (4 tools)

Tool Description
youtube_search Search YouTube (100 quota units per call)
youtube_search_suggestions Get autocomplete suggestions (no quota cost)
youtube_trending Get trending videos by region/category
youtube_get_categories List video categories for a region

Transcripts (2 tools)

Tool Description
youtube_get_transcript Get video transcript (official API or scraping fallback)
youtube_list_captions List caption tracks for own videos

Analytics — Performance (4 tools)

Tool Description
youtube_analytics_overview Channel summary (views, watch time, subs, likes)
youtube_analytics_top_videos Top videos by views (excludes Shorts)
youtube_analytics_top_shorts Top Shorts by views
youtube_analytics_video_detail Daily metrics for a specific video

Analytics — Audience (3 tools)

Tool Description
youtube_analytics_traffic_sources Traffic source breakdown
youtube_analytics_demographics Age and gender breakdown
youtube_analytics_geography Views by country

Analytics — Schedule & Reach (3 tools)

Tool Description
youtube_analytics_daily Daily performance over time
youtube_analytics_day_of_week Average performance by weekday
youtube_analytics_content_type_breakdown Shorts vs long-form vs live comparison

Analytics — Revenue & Retention (3 tools)

Tool Description
youtube_analytics_revenue Revenue breakdown (requires YouTube Partner Program)
youtube_analytics_revenue_by_video Per-video revenue
youtube_analytics_retention Audience retention curve for a video

Publishing (4 tools)

Tool Description
youtube_upload_video Upload a video (1,600 quota units)
youtube_update_video Update video metadata
youtube_set_thumbnail Upload custom thumbnail
youtube_delete_video Delete a video

Playlists (4 tools)

Tool Description
youtube_list_playlists List playlists for a channel
youtube_create_playlist Create a new playlist
youtube_add_to_playlist Add a video to a playlist
youtube_remove_from_playlist Remove a video from a playlist

Comments (3 tools)

Tool Description
youtube_list_comments List comments on a video
youtube_post_comment Post a top-level comment
youtube_reply_to_comment Reply to a comment

Bulk Reporting (5 tools)

Tool Description
youtube_reporting_list_types List available report types
youtube_reporting_create_job Schedule a daily report job
youtube_reporting_list_jobs List active reporting jobs
youtube_reporting_list_reports List generated reports for a job
youtube_reporting_download Download a report CSV

Quota Management

The YouTube Data API v3 has a default daily quota of 10,000 units. This server tracks quota usage client-side and hard-fails when the quota is exhausted.

Key costs:

  • Most read operations: 1 unit
  • Search: 100 units
  • Write operations: 50 units
  • Video upload: 1,600 units

Use youtube_auth_status to check current quota usage.

Environment Variables

Variable Description
YOUTUBE_MCP_CLIENT_SECRET Path to client_secret.json
YOUTUBE_MCP_CONFIG_DIR Config directory (default: ~/.youtube-mcp)
YOUTUBE_API_KEY API key for public-only operations

Development

git clone https://github.com/pauling-ai/youtube-studio-mcp.git
cd youtube-studio-mcp
uv venv && uv pip install -e ".[dev]"
.venv/bin/python -m pytest tests/ -v

License

MIT

View this README on GitHub

インストール

This server does not publish a one-line install command.

Open the repository installation guide

設定

{ "mcpServers": { "youtube": { "command": "youtube-studio-mcp" } } }