hasdata-mcp
OfficialThe HasData MCP Server provides 40+ tools for scraping, searching, and extracting structured data from major websites across search engines, e-commerce, maps, travel, real estate, jobs, and social platforms.
Web Scraping
Scrape any URL with JS rendering, custom headers, proxy selection (datacenter/residential), screenshots, and AI-powered structured extraction.
Search: Full SERP (organic, ads, knowledge graph, PAA, featured snippets) plus lightweight organic-only variant.
News, Shopping, Images, Events, Short Videos: Dedicated tools for each content type with relevant filters.
Product & Merchant: Product offers, specs, reviews, and expanded merchant listings.
AI Overview & AI Mode: Fetch AI Overview blocks or get Gemini-powered conversational answers with citations.
Maps: Search places, get full place details, reviews, photos, and contributor reviews by Local Guide.
Trends: Interest over time, geo breakdowns, and related topics/queries.
Flights: Search itineraries with filters for stops, airlines, times, class, and emissions.
E-Commerce
Amazon: Keyword search, full product details (ASIN), paginated reviews, seller profiles, and seller catalogs.
Shopify: Products and collections from any public Shopify storefront.
Real Estate
Zillow: Property listings with rich filters and full details including Zestimate and price history.
Redfin: For-sale, for-rent, or sold listings and full property details with walk scores.
Jobs
Indeed & Glassdoor: Job search by keyword/location and full job posting details.
Travel & Local
Airbnb: Search stays by location/dates and get full listing details.
Yelp & YellowPages: Business search, details, hours, reviews, and contact info.
Bing: SERP results with geo targeting and pagination.
Social
Instagram: Public profile metadata including follower/following counts and bio.
All tools return structured JSON, making them suitable for use cases like competitive intelligence, lead generation, market research, and recruiting.
Allows searching Airbnb listings by location and dates, and retrieving detailed property information.
Enables searching Amazon products, retrieving product details by ASIN, and fetching product reviews.
Enables searching Glassdoor job listings and retrieving detailed job information.
Provides access to Google Search, News, Shopping, Images, Events, Product details, Trends, and Flights data.
Allows searching places on Google Maps, retrieving place details, reviews, photos, and contributor reviews.
Retrieves Google News search results.
Enables searching Indeed job listings and retrieving detailed job information.
Retrieves public Instagram profile details.
Allows searching Shopify store products and retrieving collections.
Enables searching Yelp businesses and retrieving detailed business information.
Allows searching Zillow property listings and retrieving detailed property information.

HasData MCP Server
Model Context Protocol server for HasData scraping and search APIs. Connect any MCP-compatible AI client to 40 ready-to-use data tools.
Quick Start
Claude Desktop. Add to claude_desktop_config.json:
{
"mcpServers": {
"hasdata": {
"type": "http",
"url": "https://mcp.hasdata.com/api/mcp",
"headers": {
"x-api-key": "<your-api-key>"
}
}
}
}Claude Code:
claude mcp add hasdata -t http https://mcp.hasdata.com/api/mcp --header "x-api-key: <your-api-key>"Cursor. Add to ~/.cursor/mcp.json or .cursor/mcp.json:
{
"mcpServers": {
"hasdata": {
"url": "https://mcp.hasdata.com/api/mcp",
"headers": {
"x-api-key": "<your-api-key>"
}
}
}
}Cline. Add the hasdata server to your Cline MCP settings file:
{
"mcpServers": {
"hasdata": {
"url": "https://mcp.hasdata.com/api/mcp",
"type": "streamableHttp",
"headers": {
"x-api-key": "<your-api-key>"
},
"disabled": false
}
}
}Any other MCP client that supports streamable HTTP with custom headers:
Field | Value |
URL |
|
Transport | HTTP (streamable) |
Header |
|
Get your API key from the HasData dashboard. Requests without a valid key return 401 Unauthorized.
What you can do with it
"Find the cheapest flights from NYC to London next month and compare prices."
"Monitor iPhone 16 prices on Amazon across the last 7 days."
"Pull all 5-star reviews for this product ASIN and summarize the common themes."
"Get me all software engineer job postings in Berlin from Indeed and Glassdoor."
"Find the top-rated Italian restaurants in Chicago using Google Maps."
"What are people searching for related to 'AI agents' on Google Trends this week?"No scraping code. No proxies to manage. No parsing logic. Just ask.
Compatible clients
Client | Supported |
Claude Desktop | ✅ |
Claude Code | ✅ |
Claude.ai (web) | ✅ |
Cursor | ✅ |
Windsurf | ✅ |
VS Code (GitHub Copilot) | ✅ |
Gemini CLI | ✅ |
Custom agents (OpenAI, LangChain, etc.) | ✅ |
Any client that supports the MCP streamable HTTP transport with custom headers will work.
Tools
40 tools across search, e-commerce, maps, travel, real estate, and more.
Web
Tool | Description |
| Scrape any URL with optional parameters |
Tool | Description |
| Google Search results |
| Google Search results (lightweight) |
| Google News results |
| Google Shopping results |
| Google Image Search results |
| Google Events results |
| Google product details |
| Google immersive product details |
| Google AI Overview results |
| Google AI Mode results |
| Google Maps search |
| Place details by |
| Place reviews |
| Place photos |
| Reviews by contributor ID |
| Google Trends data |
| Google Flights results |
| Bing Search results |
E-commerce
Tool | Description |
| Amazon search results |
| Amazon product details by ASIN |
| Amazon product reviews |
| Shopify store products |
| Shopify store collections |
Real Estate
Tool | Description |
| Zillow listing search |
| Zillow property details |
| Redfin listing search |
| Redfin property details |
Jobs
Tool | Description |
| Indeed job listings |
| Indeed job details |
| Glassdoor job listings |
| Glassdoor job details |
Travel & Local
Tool | Description |
| Airbnb listings by location and dates |
| Airbnb listing details |
| Yelp search results |
| Yelp place details |
| YellowPages search results |
| YellowPages place details |
Social
Tool | Description |
| Instagram public profile details |
Why HasData
A lot of scraping APIs hand you back raw HTML and call it a day. With JavaScript-heavy sites, half of them just time out. HasData's tools return parsed JSON specific to each site, so the model gets structured fields it can actually work with, not a blob of markup to wade through.
A few things worth knowing before you start:
Each tool is site-specific.
amazon_productknows about ASINs, variants, and seller data.google_maps_placeknows about hours, coordinates, and ratings. You're not calling a generic scraper and hoping for the best.It's a remote server. Nothing runs locally. No Node process, no version pinning, no cold starts on your machine.
Credits work the same as the REST API. If you're already a HasData customer, your existing balance and rate limits apply here too.
Authentication is per-request. The
x-api-keyheader goes on every call. There's no session or token exchange.
Use cases
Competitive intelligence. Point amazon_search and google_serp_shopping at the same query and let the model compare pricing, ranking, and review counts across both. Runs in one prompt.
Lead generation. google_maps_search by keyword and city returns business names, addresses, phone numbers, and ratings. Stack it with yellowpages_search for broader coverage.
Market research. google_trends_search plus google_serp_news in the same session gives you both the search volume signal and the editorial context behind it.
Real estate. zillow_listing accepts filters for beds, baths, price range, and listing type. The model can pull a filtered list and summarize it without you touching a browser.
Recruiting. indeed_listing and glassdoor_listing both take location and keyword. Run both and the model can deduplicate and rank by recency.
Travel. google_travel_flights returns structured itineraries with prices, stops, and duration. Combine it with airbnb_listing for a full trip plan in one conversation.
Billing
Each tool call uses HasData credits the same way a direct API call would. See Credits and Concurrency for details.
Resources
Maintenance
Tools
- hasdata_airbnb_listing_getAirbnbListingsA
- hasdata_airbnb_property_getAirbnbPropertyDetailsA
- hasdata_amazon_product_getProductDetailsA
- hasdata_amazon_reviews_getProductReviewsB
- hasdata_amazon_search_getSearchResultsA
- hasdata_amazon_seller_getSellerDetailsA
- hasdata_amazon_seller_products_getSellerProductsA
- hasdata_bing_serp_getSearchResultsA
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