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  3. YTGlean
MCP server · Social

YTGlean

by · github.com/Crymfox/YTGlean

YouTube transcript aggregation, summarization, and digest system with MCP server for AI agents.

Unclaimed social
InstallView source
34Low

Scored 3 months ago · breakdown

About YTGlean

YTGlean is an MCP server published by Crymfox in the Social category: youTube transcript aggregation, summarization, and digest system with MCP server for AI agents.

The repository has 3 stars and 0 forks, with the last commit 3 months ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/Crymfox/YTGlean

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Tools (15)

add_channelAdd a YouTube channel by handle, URL, or ID (name auto-resolved)

Parameters not published.

fetch_newFetch new transcripts from YouTube (durable queue, rate-limited, retries, dry-run preview)

Parameters not published.

get_digestRead a specific digest's full text

Parameters not published.

get_recent_videosList recent videos from tracked channels

Parameters not published.

get_transcriptGet full transcript (supports language, max_chars, timestamped format)

Parameters not published.

get_video_infoVideo metadata without full transcript (title, channel, word count)

Parameters not published.

list_channelsList all tracked channels

Parameters not published.

list_digestsList stored summaries with metadata

Parameters not published.

list_videosBrowse all stored videos with transcript status

Parameters not published.

queue_listInspect fetch queue jobs (filter by state, see errors and retry info)

Parameters not published.

Show all 15 tools
queue_retryReset a specific failed job with a fresh retry budget

Parameters not published.

queue_retry_allMake all failed jobs immediately eligible for retry

Parameters not published.

remove_channelRemove a tracked channel by ID or name

Parameters not published.

search_transcriptsFull-text search (FTS5, bm25-ranked, `term*` prefix matching) with video titles, channel names, word-bounded excerpts

Parameters not published.

summarizeSummarize via LLM (requires API key) or guide agent to self-summarize

Parameters not published.

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Questions

About YTGlean

How do I install YTGlean?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is YTGlean safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is YTGlean still maintained?

Yes — the last commit was 3 months ago. The repository has 3 stars and 0 forks.