YouTube Transcripts, Comments & Channel Analytics
Overview
Description from the maker (original English)
YouTube transcripts, comment sentiment and the moments viewers react to, plus channel stats.
PopNx MCP’s three pillars
These three are never merged into one score: opinions, measurements and popularity are different things.
- User voiceiNo reviews yetReviews open together with accounts in a later step
- Our basic checksi3 of 3 passedChecked from public information; code not scanned yet
- UsageiVery new★ –
What you can do with it
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
- Connection: Runs in the cloud
- Transport: Streamable HTTP
- Category: Marketing & social media
- You need to fill in: Authorization
Install
Pick the AI app you use, then copy the settings.
Before you install
- Basic checks: 3 of 3 passed
- Runs on the maker’s server: what you ask it goes through their server.
- You fill in yourself:
Authorization
Values marked secret are keys to your account. Never share them or paste them into a chat.
You need
- Runs in the cloudNothing to install; it connects over the internet
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Run this in your terminal
claude mcp add --transport http tubetext-youtube-transcripts 'https://mcp.apify.com/?tools=fetch-actor-details,tubetext/youtube-transcript-fast,tubetext/youtube-shorts-scraper,tubetext/youtube-tiktok-comments-api,tubetext/youtube-channel-analytics,tubetext/socialblade-scraper,tubetext/shot-by-shot-video-analysis' --header 'Authorization: your-value'Fill in the empty values before running it.
Or copy the settings yourself
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"tubetext-youtube-transcripts": {
"url": "https://mcp.apify.com/?tools=fetch-actor-details,tubetext/youtube-transcript-fast,tubetext/youtube-shorts-scraper,tubetext/youtube-tiktok-comments-api,tubetext/youtube-channel-analytics,tubetext/socialblade-scraper,tubetext/shot-by-shot-video-analysis",
"headers": {
"Authorization": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Or copy the settings yourself
Paste into .vscode/mcp.json in your project
{
"servers": {
"tubetext-youtube-transcripts": {
"type": "http",
"url": "https://mcp.apify.com/?tools=fetch-actor-details,tubetext/youtube-transcript-fast,tubetext/youtube-shorts-scraper,tubetext/youtube-tiktok-comments-api,tubetext/youtube-channel-analytics,tubetext/socialblade-scraper,tubetext/shot-by-shot-video-analysis",
"headers": {
"Authorization": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Your choice stays on this device in a cookie; no account needed.
Values you fill in
Authorizationsecret HTTP headerOptional. Clients with OAuth sign in to Apify instead. Otherwise your own Apify token as Bearer .
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
What it can do
The server asks you to sign in before it lists its tools.
Basic checksi
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 8, 2026
- ✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account LMSlay, which owns the repo
- … Not checked yet
Still maintained
We have not read this repo from GitHub yet
- … Not checked yet
Has a licence
We have not read this repo from GitHub yet
- ✓ Pass
Endpoint responds
Responded in 80 ms (HTTP 401)
- ✓ Pass
Sign-in with OAuth
Declares OAuth sign-in, so your AI app can take you to log in
- … Not checked yet
No hidden instructions in tool descriptions
Not checked yet; we read the tool list when we check the endpoint
Compared with others in Marketing & social mediai
- More stars than 0% of the other 3603 servers in this category
- Published to the registry more recently than 61% of the other 3603 servers in this category
- Basic checks equal to or better than 100% of the other 3603 servers in this category
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
Common questions
Is YouTube Transcripts, Comments & Channel Analytics safe?
It passed 3 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
What keys or codes does it need?
You need to fill in: Authorization
Does it run on my computer or in the cloud?
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
Is it still maintained?
The GitHub repo last changed –, and the latest version (1.3.1) reached the registry 20 days ago.
Which apps can use it?
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
What can I use instead?
In the same category: MCP YouTube Transcript, Google Analytics MCP, BibiGPT YouTube Video Summarizer
Alternatives
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Google Analytics MCP
GA4 MCP server for AI agents: schema discovery, server-side aggregation, analysis-ready defaults.
BibiGPT YouTube Video Summarizer
AI video summarizer: summarize and transcribe YouTube, Bilibili, TikTok and podcast videos.
README from the maker
Open the README
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
TubeText MCP servers
Remote MCP servers that give Claude, Cursor, VS Code, ChatGPT and any other MCP client access to TubeText tools: video transcripts, comment sentiment, AI video breakdowns, esports match timelines, ad library data, e-commerce prices, reviews, China data and travel prices.
There is nothing to install or host. Each server is a URL on Apify's hosted MCP server (mcp.apify.com) that exposes a small, focused set of TubeText Actors as tools. You sign in with your own Apify account (OAuth) or pass your Apify API token. Usage is billed under each Actor's current Store pricing and your Apify plan. Review billable events and any optional AI processing before running a tool.
Choose a bundle by task
Use these routes when you know the result you need, rather than an Actor name. Links open the existing bundle definitions; connect with the matching server URL and client instructions.
- Research channels or Shorts: YouTube bundle. Channel Analytics and Social Blade provide creator statistics; Shorts metadata and optional transcripts are separate outputs.
- Find competitor video ads: Ad Intelligence. Meta Ad Library and Google Ads Transparency discover ads; video and shot analysis are separate tools. Ad presence or time running is not evidence of spend, conversions or ROAS.
- Turn episodes or social videos into text: Social Video Transcripts. Choose Podcast Transcript for RSS/Apple Podcasts, or Any Video & Podcast Transcript for its documented mixed-source/direct-media inputs. Public video speech is not tweet, Reddit-comment or private-content scraping; not every URL is supported.
- Research Chinese-language sources: China Data. Bilibili discovery and speech transcription are separate Actors. WeChat covers public Official Account articles, not private chats; trending boards are snapshots, not a historical trend database.
- Build a product or supplier shortlist: E-commerce Prices for marketplace listings; China Data for Alibaba/Yiwu supplier search from a product photo. Visual similarity does not verify the manufacturer or identical goods.
- Analyze customer-review themes: Reviews + AI Insights groups Steam, Google Play and Agoda-displayed hotel reviews. Booking.com-sourced reviews displayed by Agoda do not imply direct Booking.com scraping. AI summaries describe the retrieved sample, not every customer.
- Build a travel or fuel-price dashboard: Travel & Local Prices. Keep dates, currency, fuel grade and source-update timestamps with each comparison. Returned prices are observations, not guaranteed booking or pump prices.
Before calling an Actor, inspect its current input schema and Pricing tab, agree on the input/count and budget, and check Actor Start and optional-processing charges. A bundle definition or directory listing does not verify live tool availability or runtime health.
Looking for Spotify play counts? Use the existing Spotify Actor directly in Apify. It is not included in the MCP bundles listed here.
Servers
| Server | What it does | Tools (Apify Actors) |
|---|
| TikTok Transcripts, Comments, Video Breakdown & Shot Analysis io.github.LMSlay/tubetext-tiktok-transcripts | TikTok transcripts, comment sentiment by moment, AI breakdowns and director-level shot analysis. | tiktok-transcript youtube-tiktok-comments-api video-breakdown-ai shot-by-shot-video-analysis | | YouTube Transcripts, Comments & Channel Analytics io.github.LMSlay/tubetext-youtube-transcripts | YouTube transcripts, comment sentiment and the moments viewers react to, plus channel stats. | youtube-transcript-fast youtube-shorts-scraper youtube-tiktok-comments-api youtube-channel-analytics socialblade-scraper shot-by-shot-video-analysis | | Instagram, Facebook, X, Reddit & Podcast Transcripts io.github.LMSlay/tubetext-social-video-transcripts | Transcribe Instagram Reels, Facebook, X and Reddit videos, podcasts (RSS, Apple) and supported direct-media URLs. | instagram-reels-transcript facebook-video-transcript twitter-x-video-transcript podcast-transcript any-video-podcast-transcript reddit-video-transcript | | Meta Ad Library, Google Ads Transparency & Video Ad Analyzer io.github.LMSlay/tubetext-ad-intelligence | Meta Ad Library and Google Ads Transparency video ads, plus AI teardowns and shot-by-shot analysis. | meta-ad-library-videos google-ads-transparency-video video-ad-analyzer shot-by-shot-video-analysis | | E-commerce Prices: Amazon, Taobao, AliExpress, Idealo io.github.LMSlay/tubetext-ecommerce-prices | Products, prices and sellers from Amazon, Taobao/Tmall, AliExpress, TikTok Shop and Idealo (EU). | amazon-product-search-scraper taobao-tmall-scraper aliexpress-search-scraper tiktok-shop-product-scraper idealo-price-scraper | | Reviews + AI Insights: Steam, Agoda, Google Play io.github.LMSlay/tubetext-reviews-insights | Steam game, Agoda-displayed hotel and Google Play app reviews with optional AI insight reports. | steam-reviews-scraper agoda-reviews-scraper google-play-reviews-ai | | China Data: Taobao, Bilibili, WeChat, Trending io.github.LMSlay/tubetext-china-data | Taobao/Tmall, Bilibili videos + transcripts, WeChat articles, China hot search, suppliers by photo. | taobao-tmall-scraper bilibili-scraper bilibili-video-transcript china-trending-topics wechat-articles-scraper alibaba-yiwu-image-search | | Travel & Local Prices: Flights, Hotels, Gas io.github.LMSlay/tubetext-travel-local-prices | Google Flights fares and price calendar, Google Hotels rates by date, US/Canada gas station prices. | google-flights-scraper google-hotels-scraper gas-prices-scraper | | Esports Match Timelines: Valorant & CS2 io.github.LMSlay/tubetext-esports-match-data | Round-by-round Valorant and CS2 scores read from public broadcast VODs on YouTube and Twitch. | esports-match-timeline youtube-transcript-fast youtube-tiktok-comments-api |
Connect
Claude Code
claude mcp add --transport http tubetext-tiktok "https://mcp.apify.com/?tools=fetch-actor-details,tubetext/tiktok-transcript,tubetext/youtube-tiktok-comments-api,tubetext/video-breakdown-ai,tubetext/shot-by-shot-video-analysis"Claude Desktop / claude.ai: Settings → Connectors → Add custom connector → paste a server URL from the list below, then sign in to Apify.
Remote MCP clients (generic example):
{"mcpServers": { "tubetext-tiktok": { "url": "https://mcp.apify.com/?tools=fetch-actor-details,tubetext/tiktok-transcript,tubetext/youtube-tiktok-comments-api,tubetext/video-breakdown-ai,tubetext/shot-by-shot-video-analysis" } } }
Client configuration paths and schemas differ. Use the [Apify MCP configurator](https://mcp.apify.com/) for your client rather than assuming this JSON works unchanged everywhere. See the [VS Code configuration reference](https://code.visualstudio.com/docs/agents/reference/mcp-configuration) for its supported format.Clients without OAuth: add the header Authorization: Bearer (get one here).
Server URLs
- TikTok Transcripts, Comments, Video Breakdown & Shot Analysis:
https://mcp.apify.com/?tools=fetch-actor-details,tubetext/tiktok-transcript,tubetext/youtube-tiktok-comments-api,tubetext/video-breakdown-ai,tubetext/shot-by-shot-video-analysis - YouTube Transcripts, Comments & Channel Analytics:
https://mcp.apify.com/?tools=fetch-actor-details,tubetext/youtube-transcript-fast,tubetext/youtube-shorts-scraper,tubetext/youtube-tiktok-comments-api,tubetext/youtube-channel-analytics,tubetext/socialblade-scraper,tubetext/shot-by-shot-video-analysis - Instagram, Facebook, X, Reddit & Podcast Transcripts:
https://mcp.apify.com/?tools=fetch-actor-details,tubetext/instagram-reels-transcript,tubetext/facebook-video-transcript,tubetext/twitter-x-video-transcript,tubetext/podcast-transcript,tubetext/any-video-podcast-transcript,tubetext/reddit-video-transcript - Meta Ad Library, Google Ads Transparency & Video Ad Analyzer:
https://mcp.apify.com/?tools=fetch-actor-details,tubetext/meta-ad-library-videos,tubetext/google-ads-transparency-video,tubetext/video-ad-analyzer,tubetext/shot-by-shot-video-analysis - E-commerce Prices: Amazon, Taobao, AliExpress, Idealo:
https://mcp.apify.com/?tools=fetch-actor-details,tubetext/amazon-product-search-scraper,tubetext/taobao-tmall-scraper,tubetext/aliexpress-search-scraper,tubetext/tiktok-shop-product-scraper,tubetext/idealo-price-scraper - Reviews + AI Insights: Steam, Agoda, Google Play:
https://mcp.apify.com/?tools=fetch-actor-details,tubetext/steam-reviews-scraper,tubetext/agoda-reviews-scraper,tubetext/google-play-reviews-ai - China Data: Taobao, Bilibili, WeChat, Trending:
https://mcp.apify.com/?tools=fetch-actor-details,tubetext/taobao-tmall-scraper,tubetext/bilibili-scraper,tubetext/bilibili-video-transcript,tubetext/china-trending-topics,tubetext/wechat-articles-scraper,tubetext/alibaba-yiwu-image-search - Travel & Local Prices: Flights, Hotels, Gas:
https://mcp.apify.com/?tools=fetch-actor-details,tubetext/google-flights-scraper,tubetext/google-hotels-scraper,tubetext/gas-prices-scraper - **Esports Match Timelines: Valorant &
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