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YouTube Transcripts, Search & Summaries

YouTube transcripts, video search, chapters and extractive summaries.

Connector by gunnargray-dev · GitHub account verified by the MCP Registry

IndexedMITRemote (HTTP)
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Install

Works with Claude Code, VS Code, Cursor, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install connector/gunnargray-dev-youtube-transcripts-mcp

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Remote endpoint

  • https://parallelstudio--youtube-transcripts-mcp.apify.actor/mcp Remote (HTTP)

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About

YouTube transcripts, video search, chapters and extractive summaries. No YouTube API key, no LLM.

Reviews

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No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools
4 read · 0 write · 0 deleteRead-only
Secrets
1 (API keys, tokens or passwords)
Install scripts
Nothing to install (hosted)
Runs as
Hosted (remote endpoint)

Tools by what they do 4

Read from the source code; the running server may list different tools.

Read 4 · Look things up without changing anything.

  • get_transcript
  • get_video_chapters
  • search_videos
  • summarize_transcript

Secrets and settings it asks for

Secrets: values you paste in that let it act as you.

  • Authorization

Network hosts it talks to 1

  • parallelstudio--youtube-transcripts-mcp.apify.actor · found in remote endpoint, install command

Files it touches

  • Any path the agent passes to its tools

Tools (4)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • get_transcriptGet YouTube transcriptread-only

    Fetch the transcript (captions) of a YouTube video plus metadata: title, channel, duration, views, publish date, available caption languages and whether the returned transcript is auto-generated. Formats: 'text' (plain text; with include_timestamps, ~30 s paragraphs prefixed [m:ss]), 'segments' (array of {start, duration, text}) or 'srt'. Can machine-translate captions via YouTube (translate_to).

  • get_video_chaptersGet video chaptersread-only

    Chapters of a YouTube video with start/end times and deep links. Uses the creator's chapters from the description (or YouTube's chapter markers) when present; otherwise derives topic segments from the transcript (time windows + keyword-shift detection) and titles them with their distinctive keywords and a representative sentence.

  • search_videosSearch YouTube videosread-only

    Search YouTube videos by keyword (YouTube's InnerTube search API, the same one the website uses). Returns video id, title, channel, duration, views, relative publish time, description snippet, thumbnail and badges. Optional filters: upload_date, duration (short <4 min, medium 4-20 min, long >20 min), sort_by, and features (e.g. 'subtitles' = only videos with captions).

  • summarize_transcriptSummarize transcript (extractive)read-only

    Structured extractive summary of a YouTube video without an LLM: TL;DR, key points (TextRank over TF-IDF sentence similarity, de-duplicated), keywords/keyphrases, bullets per chapter (creator chapters or derived topic segments) and notable quotes. Every point carries a timestamp and a deep link to that moment.

Signals

Stars
0
Forks
0
Open issues
0
Last commit
Oct 19, 2026 (9 days ago)
Last release
Oct 13, 2026 (15 days ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name
io.github.gunnargray-dev/youtube-transcripts-mcp
Version
1.0.0
Auth
Bearer token
License
MIT
Repository
github.com/gunnargray-dev/youtube-transcripts-mcp
Website
apify.com/parallelstudio/youtube-transcripts-mcp
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
Official MCP Registrygithub-graphql

More from gunnargray-dev

Cite this page

YouTube Transcripts, Search & Summaries MCP server. Agent Mart. https://agentmart.dev/connectors/gunnargray-dev-youtube-transcripts-mcp (last updated 2026-10-24)