A small MCP server giving agents YouTube video context: transcripts, timestamped segments, deep links, and metadata
Project description
youtube-context-mcp
A small MCP server that gives agents rich context about a YouTube video — its transcript and timestamped segments, jump-to-the-moment deep links, and metadata (title, channel, upload date, duration, view/like counts, chapters, tags) — so they can answer questions, summarize, pull quotes, or point you to exactly where something is said.
It builds on youtube-transcript-api
(transcripts) and yt-dlp (metadata), which do the actual
fetching, and shapes them into a focused set of MCP tools designed for agents.
Transcripts are a video's existing captions/subtitles — it does not transcribe audio (no Whisper/ASR). Videos without captions have no transcript to return.
Install
Run it on demand with uv (no install needed):
uvx youtube-context-mcp@latest
Or install it:
pip install youtube-context-mcp
Use it with an agent
Add it to your MCP client config:
{
"mcpServers": {
"youtube-context": {
"command": "uvx",
"args": ["youtube-context-mcp@latest"]
}
}
}
Or, in Claude Code:
claude mcp add youtube-context -- uvx youtube-context-mcp@latest
Running over HTTP
By default the server talks stdio (the client launches it). If your client runs on a different host — for example LM Studio on Windows while this server runs in WSL2 — run it as a long-lived HTTP server instead and point the client at a URL:
youtube-context-mcp --transport http --host 0.0.0.0 --port 8000
Then add it by URL:
{
"mcpServers": {
"youtube-context": { "url": "http://localhost:8000/mcp" }
}
}
(--host 0.0.0.0 makes it reachable from the Windows side; WSL2 forwards localhost.)
Tools
| Tool | What it does |
|---|---|
get_transcript(video, languages=["en"], include_timestamps=False, translate_to=None) |
Returns the transcript as text. video is a URL or 11-char ID. Set include_timestamps for [mm:ss] / [h:mm:ss] lines; translate_to for an ISO language code. |
get_transcript_segments(video, languages=["en"], translate_to=None) |
Returns the transcript as structured {start, text} segments (exact float start in seconds) instead of flattened text. Use it when you need timestamps to work with — e.g. feed a segment's start into build_video_link. Heavier on tokens than get_transcript, so prefer the latter for plain reading. |
build_video_link(video, start) |
Builds a watch?v=…&t=<seconds> URL that opens the video at a moment, so a user can click straight to it. start is seconds or a "mm:ss" / "h:mm:ss" string. Pairs with get_transcript_segments to turn "where is X mentioned?" into a clickable link. |
list_transcripts(video) |
Lists available transcripts (language, code, manual vs auto-generated, translatable) plus the translation targets. Use it when get_transcript can't find your language. |
get_video_metadata(video, include_description=False) |
Returns the video's title, channel, upload date, duration, view/like counts, chapters and tags. video is a URL or 11-char ID. Set include_description=True to also include the (often long) description. Use it to answer "what's this video / who made it?" without fetching the transcript. |
Proxies (optional)
YouTube blocks most datacenter/cloud IPs, so on a server you may hit RequestBlocked /
IpBlocked (transcripts) or a "Sign in to confirm you're not a bot" block (metadata). Locally
this is rarely needed. The same env vars route both transcript and metadata requests through a
proxy:
| Env var | Purpose |
|---|---|
WEBSHARE_PROXY_USERNAME, WEBSHARE_PROXY_PASSWORD |
Use Webshare rotating residential proxies. |
WEBSHARE_PROXY_LOCATIONS |
Optional CSV of country codes, e.g. us,de. |
YT_TRANSCRIPT_HTTP_PROXY, YT_TRANSCRIPT_HTTPS_PROXY |
Use a generic HTTP/HTTPS proxy instead. |
YT_TRANSCRIPT_TIMEOUT |
Per-request timeout in seconds (default 20). |
With no env set, requests go out directly.
Troubleshooting
RequestBlocked/IpBlocked— YouTube blocked the IP. Set the proxy env vars above.- No transcript found — call
list_transcriptsto see which languages exist for that video. - Transcripts disabled — the uploader turned captions off; nothing can be fetched.
Development
uv sync
uv run ruff check . && uv run ruff format --check .
uv run pytest
uv run mcp dev src/youtube_context_mcp/server.py --with-editable . # interactive inspector
License
MIT
Credits
Transcript fetching is done by youtube-transcript-api
by Jonas Depoix, and metadata by yt-dlp. This project is
the MCP adapter that wires them together for agents.
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