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

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.

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

Shortened. The full README is on GitHub.