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

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.

Tool	What it returns
`headply/threads-scraper`	Threads posts, full reply trees, profiles and keyword search	Store page
`headply/threads-keyword-search-scraper`	Search Threads by keyword; posts with engagement	Store page
`headply/yelp-scraper`	Every Yelp business in a city with phone, website, hours and reviews	Store page
`headply/yelp-reviews-scraper`	All Yelp reviews for a business, owner replies, only-new mode	Store page
`headply/tiktok-youtube-transcript-scraper`	Transcripts for TikTok/YouTube videos, channels, playlists	Store page
`headply/google-trends-scraper`	Google Trends: many keywords on one scale, daily history, regions	Store page
`headply/google-trends-trending-now`	Every Google Trends Trending Now search for any country	Store page
`headply/airbnb-occupancy-revenue-estimator`	Airbnb occupancy, ADR, RevPAR and revenue by market	Store page
`headply/airbnb-vrbo-scraper`	Airbnb + Vrbo listings with calendars, occupancy and revenue	Store page
`headply/jumia-price-intelligence`	Jumia prices and sellers in 8 African countries	Store 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:

Code

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):

config.json

{
  "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.