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Hasdata MCP

@HasData

Direct access to 40+ scraping and search tools. Extract structured data from Google (Search, Maps, Trends), Amazon, Airbnb, Social Media, and any web page directly into your AI agent.
Overview

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>"
      }
    }
  }
}

Any other MCP client that supports streamable HTTP with custom headers:

FieldValue
URLhttps://mcp.hasdata.com/api/mcp
TransportHTTP (streamable)
Headerx-api-key: <your-api-key>

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

ClientSupported
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

ToolDescription
web_scraping_web_scrapingScrape any URL with optional parameters

Google

ToolDescription
google_serp_serpGoogle Search results
google_serp_serp_lightGoogle Search results (lightweight)
google_serp_newsGoogle News results
google_serp_shoppingGoogle Shopping results
google_serp_images_imagesGoogle Image Search results
google_serp_eventsGoogle Events results
google_serp_productGoogle product details
google_serp_immersive_productGoogle immersive product details
google_serp_ai_overviewGoogle AI Overview results
google_serp_ai_modeGoogle AI Mode results
google_maps_searchGoogle Maps search
google_maps_placePlace details by placeId
google_maps_reviewsPlace reviews
google_maps_photosPlace photos
google_maps_contributor_reviewsReviews by contributor ID
google_trends_searchGoogle Trends data
google_travel_flightsGoogle Flights results
bing_serpBing Search results

E-commerce

ToolDescription
amazon_searchAmazon search results
amazon_productAmazon product details by ASIN
amazon_reviewsAmazon product reviews
shopify_productsShopify store products
shopify_collectionsShopify store collections

Real Estate

ToolDescription
zillow_listingZillow listing search
zillow_propertyZillow property details
redfin_listingRedfin listing search
redfin_propertyRedfin property details

Jobs

ToolDescription
indeed_listingIndeed job listings
indeed_jobIndeed job details
glassdoor_listingGlassdoor job listings
glassdoor_jobGlassdoor job details

Travel & Local

ToolDescription
airbnb_listingAirbnb listings by location and dates
airbnb_propertyAirbnb listing details
yelp_searchYelp search results
yelp_placeYelp place details
yellowpages_searchYellowPages search results
yellowpages_placeYellowPages place details

Social

ToolDescription
instagram_profileInstagram 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_product knows about ASINs, variants, and seller data. google_maps_place knows 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-key header 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

Server Config

{
  "mcpServers": {
    "hasdata": {
      "type": "http",
      "url": "https://mcp.hasdata.com/api/mcp",
      "headers": {
        "x-api-key": "<your-api-key>"
      }
    }
  }
}
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