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Apify data tools: Threads, Yelp, transcripts, Trends, Airbnb, Jumia

Official registry E-commerce

Web data tools: Threads, Yelp, YouTube/TikTok transcripts, Google Trends, Airbnb, Jumia prices.

Source code Documentation

Install

Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).

Remote (streamable-http)
Claude Code 
claude mcp add --transport http apify-data-tools-threads-yelp-transcript 'https://mcp.apify.com/?tools=headply/threads-scraper,headply/threads-keyword-search-scraper,headply/yelp-scraper,headply/yelp-reviews-scraper,headply/tiktok-youtube-transcript-scraper,headply/google-trends-scraper,headply/google-trends-trending-now,headply/airbnb-occupancy-revenue-estimator,headply/airbnb-vrbo-scraper,headply/jumia-price-intelligence' --header 'Authorization: <Bearer <Apify API token> (or sign in with OAuth)>'
JSON configuration (Claude Desktop, Cursor, VS Code) 
{
    "mcpServers": {
        "apify-data-tools-threads-yelp-transcript": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=headply/threads-scraper,headply/threads-keyword-search-scraper,headply/yelp-scraper,headply/yelp-reviews-scraper,headply/tiktok-youtube-transcript-scraper,headply/google-trends-scraper,headply/google-trends-trending-now,headply/airbnb-occupancy-revenue-estimator,headply/airbnb-vrbo-scraper,headply/jumia-price-intelligence",
            "headers": {
                "Authorization": "<Bearer <Apify API token> (or sign in with OAuth)>"
            }
        }
    }
}

Documentation

From the project's README on GitHub, refreshed weekly. Links open on GitHub.

Contents
  1. Apify data tools MCP: Threads, Yelp, transcripts, Google Trends, Airbnb, Jumia
  2. Connect
  3. Pricing
  4. Command-line versions

Give Claude, Cursor, VS Code or any MCP client live web data tools. One remote MCP server, no install: it runs the headply Apify Actors as tools through Apify's hosted MCP server.

ToolWhat it returns
headply/threads-scraperThreads posts, full reply trees, profiles and keyword searchStore page
headply/threads-keyword-search-scraperSearch Threads by keyword; posts with engagementStore page
headply/yelp-scraperEvery Yelp business in a city with phone, website, hours and reviewsStore page
headply/yelp-reviews-scraperAll Yelp reviews for a business, owner replies, only-new modeStore page
headply/tiktok-youtube-transcript-scraperTranscripts for TikTok/YouTube videos, channels, playlistsStore page
headply/google-trends-scraperGoogle Trends: many keywords on one scale, daily history, regionsStore page
headply/google-trends-trending-nowEvery Google Trends Trending Now search for any countryStore page
headply/airbnb-occupancy-revenue-estimatorAirbnb occupancy, ADR, RevPAR and revenue by marketStore page
headply/airbnb-vrbo-scraperAirbnb + Vrbo listings with calendars, occupancy and revenueStore page
headply/jumia-price-intelligenceJumia prices and sellers in 8 African countriesStore page

Ask things like "Compare ChatGPT, Claude and Gemini on Google Trends over 5 years", "List every plumber in Austin on Yelp with phone numbers", "Transcribe this YouTube channel's last 10 videos", "What is the Airbnb occupancy rate in Gatlinburg?" or "What are people on Threads saying about our brand today?"

Connect

Remote server URL:

https://mcp.apify.com/?tools=headply/threads-scraper,headply/threads-keyword-search-scraper,headply/yelp-scraper,headply/yelp-reviews-scraper,headply/tiktok-youtube-transcript-scraper,headply/google-trends-scraper,headply/google-trends-trending-now,headply/airbnb-occupancy-revenue-estimator,headply/airbnb-vrbo-scraper,headply/jumia-price-intelligence

Claude Desktop / Claude.ai (Settings -> Connectors -> Add custom connector): paste the URL above; sign in to Apify when asked (free account includes monthly credit).

Cursor (~/.cursor/mcp.json) or VS Code (MCP: Open User Configuration):

{
  "mcpServers": {
    "headply-data-tools": {
      "url": "https://mcp.apify.com/?tools=headply/threads-scraper,headply/threads-keyword-search-scraper,headply/yelp-scraper,headply/yelp-reviews-scraper,headply/tiktok-youtube-transcript-scraper,headply/google-trends-scraper,headply/google-trends-trending-now,headply/airbnb-occupancy-revenue-estimator,headply/airbnb-vrbo-scraper,headply/jumia-price-intelligence",
      "headers": { "Authorization": "Bearer <YOUR_APIFY_TOKEN>" }
    }
  }
}

Get a token at https://console.apify.com/settings/integrations. Want only one tool? Use https://mcp.apify.com/?tools=headply/yelp-scraper (any single tool id from the table).

Pricing

Pay per result, charged by Apify: Threads $1.80 / 1,000 posts, Yelp $3 / 1,000 businesses and $0.30 / 1,000 reviews, transcripts $5 / 1,000 videos, Google Trends $3 / 1,000 keyword series, Airbnb $4 / 1,000 listings (+$6 with occupancy), Jumia $2.50 / 1,000 products. Cheaper on paid Apify plans.

Command-line versions

google-trends-bulk-compare · youtube-tiktok-transcripts · airbnb-occupancy-calculator · yelp-lead-list · threads-brand-monitor · jumia-price-tracker

MIT licensed.

Frequently asked questions

What is Apify data tools: Threads, Yelp, transcripts, Trends, Airbnb, Jumia?

Web data tools: Threads, Yelp, YouTube/TikTok transcripts, Google Trends, Airbnb, Jumia prices.

How do I install Apify data tools: Threads, Yelp, transcripts, Trends, Airbnb, Jumia?

It runs as a remote server. In Claude Code: claude mcp add --transport http apify-data-tools-threads-yelp-transcript 'https://mcp.apify.com/?tools=headply/threads-scraper,headply/threads-keyword-search-scraper,headply/yelp-scraper,headply/yelp-reviews-scraper,headply/tiktok-youtube-transcript-scraper,headply/google-trends-scraper,headply/google-trends-trending-now,headply/airbnb-occupancy-revenue-estimator,headply/airbnb-vrbo-scraper,headply/jumia-price-intelligence' --header 'Authorization: <Bearer <Apify API token> (or sign in with OAuth)>'. For other clients, paste the JSON configuration from this page into their MCP settings.

Does Apify data tools: Threads, Yelp, transcripts, Trends, Airbnb, Jumia need an API key?

Yes. It expects Authorization, which you set in its configuration.

Is Apify data tools: Threads, Yelp, transcripts, Trends, Airbnb, Jumia open source?

Yes. Its code is on GitHub under the MIT license.

Who maintains Apify data tools: Threads, Yelp, transcripts, Trends, Airbnb, Jumia?

It is published by headply. AI.tn lists it but does not maintain or endorse it.

From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.