YouTube Summarize MCP Server

MCP server that fetches YouTube video transcripts and optionally summarizes them. Its 6 documented tools cover transcript, videos. It runs locally over stdio via the published package.

People connecting media tools to Claude, Cursor, VS Code, or another MCP client. The project is written in Python.

VERIFIED ACTIVE

LAST COMMIT 2026-08-22 · ★ 4 · #54 OF 155 MAINTAINED MEDIA · VERIFIED 2026-08-25

MIT · Python servers · how we verify → /methodology

01 · Install YouTube Summarize

Claude Code

claude mcp add zlatkoc-youtube-summarize -- uvx youtube-summarize

Claude Desktop / Cursor / VS Code - add to config

{
  "mcpServers": {
    "zlatkoc-youtube-summarize": {
      "command": "uvx",
      "args": [
        "youtube-summarize"
      ]
    }
  }
}

Same JSON for Cursor. For VS Code, rename the top-level key from `mcpServers` to `servers`.

Using another client? Same JSON, different key

Claude Desktop · mcpServers

Cursor · mcpServers

VS Code · servers

Windsurf · mcpServers

Zed · context_servers

Cline · mcpServers

Roo Code · mcpServers

Continue · mcpServers

LibreChat · mcpServers

Gemini CLI · mcpServers

Codex CLI · mcp_servers

Full setup guides: every client.

02 · Evidence

Security posture

What to check before giving this server access to your agent - from the registry, GitHub, and our own probes. We don't score safety; we show what's verifiable.

runs as local process (stdio) - runs on your machine with your user's permissions

license MIT - declared in the repository

pypi package youtube-summarize - check the name against the project README before installing (PyPI has no namespace ownership)

registry namespace io.github.zlatkoc is GitHub-verified and matches the repo owner

03 · What YouTube Summarize can do

Prose above is summarized from the project's README and registry record - no invented capabilities.

What you can build

With this server connected, an agent can fetch metadata (title, description, channel, upload date, duration, views, tags, chapters, etc.) for a YouTube video. Backed by yt-dlp, and list available transcript languages for a video.

Capability map

Tools grouped from the project's README - what YouTube Summarize lets an agent do.

read & search

5 tools - e.g. Fetch a YouTube video's transcript. By default the response is prefixed with a [METADATA] block (title, channel, published, duration, views, description); pass ; Fetch metadata (title, description…

get_transcript · get_video_metadata · list_playlist_videos · search_videos · list_transcripts

Summarize

1 tool - e.g. Fetch a transcript and return it with summarization instructions. The response is structured into clearly-labeled sections ([INSTRUCTIONS], [PROMPT_SOURCE], [VI

summarize_transcript

Latest releases

v0.6.0 · 2026-07-30

Security · Section-header spoofing fixed (#10): transcript text and video metadata (title, channel, description) are author-controlled input, but were interpolated verbatim into the labeled sections of get_transcript /…

v0.5.0 · 2026-07-29

New · search_videos tool - search YouTube and get clean, ranked, video-only results with no ads, recommendation shelves, or personalization. Supports sorting (relevance, date, views, rating) and filtering by upload…

v0.4.0 · 2026-07-29

Changed · Migrated to mcp SDK 2.0 (FastMCP → MCPServer); the mcp dependency is now >=2,<3, lifting the temporary <2 cap from v0.3.1. Tool names, descriptions, and input schemas are unchanged - no action needed for MCP…

04 · Who maintains YouTube Summarize

youtube-summarize is maintained by zlatkoc. It's the only MCP server we track from this author; the repo dates to Feb 2026.

05 · Facts

category
media - ranked #54 of 155 actively-maintained media servers as of 2026-08-25.
release cadence
4 releases in the last 90 days (latest 2026-07-30)
registry
io.github.zlatkoc/youtube-summarize (active, first published 2026-02-20 · 8 versions)
packages
pypi:youtube-summarize

06 · YouTube Summarize FAQ

Is YouTube Summarize still maintained?

Yes - as of 2026-08-25, its last commit was 2026-08-22 and it shipped 4 releases in the last 90 days. We re-verify nightly.

What can YouTube Summarize do?

With this server connected, an agent can fetch metadata (title, description, channel, upload date, duration, views, tags, chapters, etc.) for a YouTube video. Backed by yt-dlp, and list available transcript languages for a video.

How do I install YouTube Summarize?

Run `uvx youtube-summarize`. You can also paste the ready-made client config above.

Does YouTube Summarize run locally?

Yes - it's a stdio server: it runs on your machine (via uvx) with your user's permissions. Your data stays local unless the server itself calls external APIs.

07 · Alternatives to YouTube Summarize

More media MCP servers · Server for Binge-watch · Flux Pro · Midjourney · Nanobanana Pro · Producer

More Python MCP servers · Quant Context · Code Factory · Zscaler Zero Trust Exchange · Progi · Local Keep · see all