youtube-transcript-api: Extract YouTube subtitles without an API key or headless browser

Repositoryjdepoix/youtube-transcript-apiTool

youtube-transcript-api is an open-source Python tool designed to fetch subtitles and transcripts from YouTube videos without requiring an API key or a headless browser.

Key points

  1. Retrieves manually created transcripts as well as auto-generated subtitles (ASR).
  2. Provides built-in support for translating transcripts into different languages.
  3. Operates without Selenium or browser automation frameworks, requiring no official YouTube API key.
  4. Offered as a Python library via PyPI as well as a command-line interface (CLI).

Why it matters

Extracting text from videos for NLP pipelines, summarisation or data collection often requires heavy browser scraping or restricted API access. A lightweight direct retrieval method saves computing resources and streamlines automated workflows.

Analysis

The project solves the issue of heavy dependencies when retrieving video transcript data. By bypassing both Selenium-based scrapers and official API quota restrictions, it provides a straightforward Python and CLI interface. With more than 8,100 GitHub stars, 830 forks, active CI, test coverage tracking, and an MIT license, the project exhibits a high degree of maturity and community adoption.

Found in

Summary generated by AI (Gemini 3.8 Flash, 27 September 2026). It may contain errors – the original source is authoritative.

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Locations

  • Mattersburg
    Johann Nepomuk Bergerstraße 7/2/14
    7210 Mattersburg, Austria
  • Vienna
    Ungargasse 64-66/3/404
    1030 Wien, Austria

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