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

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

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.

One-click editor setup isn’t available for this listing yet — we don’t have a confirmed install command, and we’d rather show nothing than point your editor at the wrong package or host. Follow the project’s own setup instructions, linked above.

Manual Client & Custom JSON ConfigExpand JSON ▾

No confirmed setup config for this listing yet. We only publish a config block when the install details come from the project itself — its README, its docs, or a verified owner. We haven’t found those for Apify data tools: Threads, Yelp, transcripts, Trends, Airbnb, Jumia, and we’d rather show nothing than a guess you’d paste into your client. Follow the project’s own setup instructions for the current steps.

Documentation Overview

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.

Read the full README →View source on GitHub →

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Reviews

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Frequently Asked Questions about Apify data tools: Threads, Yelp, transcripts, Trends, Airbnb, Jumia

We don't have a confirmed install command for Apify data tools: Threads, Yelp, transcripts, Trends, Airbnb, Jumia yet, so we don't publish a generated one — a guessed package name would point at the wrong package or none at all. Follow the project's own README or setup instructions (https://github.com/headply/apify-data-tools-mcp) for the current steps.

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Technical Specs & Signals

CategorySocial Media

27Quality signal: Emerging · 27/100How this signal is calculated ▾

Server availabilityNot measured

Not scored for repo-hosted servers — we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership8/20

Documentation & tools11/30

Adoption & activity1/15

Community engagement0/10

A guidance signal from public completeness & health data — not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

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