Apify data tools: Threads, Yelp, transcripts, Trends, Airbnb, Jumia
io.github.headplyPublished by GitHub account headplyv1.0.0Updated Oct 24, 2026
Web data tools: Threads, Yelp, YouTube/TikTok transcripts, Google Trends, Airbnb, Jumia prices.
The publisher's own server: Apify MCP Server
Overview
Remote Apify-hosted MCP server that gives an assistant scrapers for Threads, Yelp, video transcripts, Google Trends, Airbnb/Vrbo and Jumia data.
- What you can do
- Collect Threads posts, reply trees, profiles and keyword search results
- Pull Yelp business listings and full reviews, including owner replies
- Fetch TikTok and YouTube transcripts for videos, channels and playlists
- Query Google Trends keyword comparisons and Trending Now searches by country
- Estimate Airbnb/Vrbo occupancy, ADR and revenue, and track Jumia prices and sellers
- When to use it
- Useful when you need live public web data for market research, lead lists, brand monitoring, trend comparison, short-term rental analysis or price tracking, without writing your own scrapers.
- Requirements
- A remote MCP endpoint at mcp.apify.com, reachable over the network. An Apify account is required: sign in with OAuth or supply an Apify API token in the Authorization header. Usage is billed per result by Apify.
Installation
In SourceWeft
- Open Apify data tools: Threads, Yelp, transcripts, Trends, Airbnb, Jumia in the dashboard and add it to a workspace.
- Connect the required credentials. They are stored privately and never shown on public pages.
- Enable the server for the chats that should use its tools.
Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.
Use with an agent
Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.
Read https://sourceweft.com/mcp/io.github.headply%2Fapify-data-tools/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.Other MCP clients
Add this to your client's mcpServers config. The client completes OAuth sign-in on first connect.
{
"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"
}
}
}README
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:
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):
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.
Source: README.md at commit 91b8c8c
Tools
0Version history
1- v1.0.0LatestSep 27, 2026
Score
85% of the applicable checks met
How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.
- Reached in the last 30 daysRequired25 pts
- Auth declaredRequired10 pts
- Tools listed15 pts
Answer tools/list without a credential, or ship a package that starts in a sandbox without one.
- DescriptionRequired15 pts
- Logo10 pts
- Documentation15 pts
- License10 pts
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