YouTube Transcripts, Comments & Channel Analytics

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

| 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 &