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🎬 YouTube Transcript, Subtitles & LLM Context Extractor (MCP)

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Extract YouTube video transcripts, timed subtitles, chapters, view metrics, and token-optimized text for Claude Desktop, Cursor, ChatGPT, and RAG pipelines without API keys.

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from $0.65 / 1,000 results

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David A

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🎬 YouTube Transcript, Subtitles & LLM Context Extractor (MCP Server)

Extract YouTube video transcripts, timed subtitles, chapters, view metrics, and token-optimized text for Claude Desktop, Cursor, ChatGPT, and RAG pipelines without API keys, Google Cloud quotas, or browser blocks.

⚡ Key Capabilities

Instant Transcript Extraction: Extract complete timestamped subtitles and auto-captions in under 2 seconds.
LLM & RAG Ready: Automatically formats transcript into token-counted Markdown ready to inject directly into AI context windows.
Model Context Protocol (MCP): Native compatibility with Cursor and Claude Desktop as an autonomous research tool.
Multi-Language Support: Extract English, Spanish, Korean, Japanese, German, and auto-translated tracks.
No API Keys Required: Bypasses Google YouTube Data API v3 quota limits and authentication walls.

📥 Input Parameters

Parameter	Type	Default	Description
`videoUrls`	Array	`["https://www.youtube.com/watch?v=dQw4w9WgXcQ"]`	List of YouTube URLs or 11-char video IDs.
`language`	String	`"en"`	Target language code (`en`, `es`, `ko`, `ja`, etc.).
`includeTimestampedChunks`	Boolean	`true`	Include start seconds, duration, and text per chunk.
`includeFullText`	Boolean	`true`	Include clean consolidated full text.
`formatForLLM`	Boolean	`true`	Include estimated token counts & Markdown summary.

📤 Output Dataset Format

{
  "videoId": "dQw4w9WgXcQ",
  "videoUrl": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
  "title": "Rick Astley - Never Gonna Give You Up (Official Video)",
  "channel": "Rick Astley",
  "durationSeconds": 213,
  "viewCount": 1817935945,
  "language": "en",
  "transcriptChunkCount": 61,
  "estimatedTokens": 540,
  "fullTranscriptText": "We're no strangers to love...",
  "timestampedChunks": [
    { "start": 1.36, "duration": 4.12, "text": "[Music]" },
    { "start": 18.64, "duration": 3.82, "text": "We're no strangers to love" }
  ]
}

💰 Pricing & Monetization

Pay-Per-Event (PPE): $0.0010 per extracted video transcript.
Store Tier Discounts: Up to 55% off for Bronze, Silver, Gold, Platinum, and Diamond subscribers.

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