HasData MCP Server

Model Context Protocol server for HasData scraping and search APIs. Connect any MCP-compatible AI client to 63 ready-to-use data tools, or pick a single site from the standalone servers.

Quick Start

Two ways to authenticate:

OAuth (recommended). Connect the server and sign in with your HasData account in the browser — no key to copy around.
API key. Send your key in the x-api-key header. Get it from the HasData dashboard.

Claude Desktop / Claude.ai. Go to Settings → Connectors → Add custom connector and enter:

https://mcp.hasdata.com/mcp

You'll be prompted to sign in with OAuth. Prefer an API key? Add to claude_desktop_config.json instead:

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

Claude Code. With OAuth:

claude mcp add --transport http hasdata https://mcp.hasdata.com/mcp
claude mcp login hasdata

(or run /mcp inside a session and pick Authenticate). With an API key:

claude mcp add --transport http hasdata https://mcp.hasdata.com/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/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/mcp",
      "type": "streamableHttp",
      "headers": {
        "x-api-key": "<your-api-key>"
      },
      "disabled": false      
    }
  }
}

Any other MCP client that supports streamable HTTP:

Field	Value
URL	`https://mcp.hasdata.com/mcp`
Transport	HTTP (streamable)
Auth	OAuth sign-in, or header `x-api-key: <your-api-key>`

Requests without OAuth or a valid key return 401 Unauthorized.

Need fewer tools in your client? Limit the exposed APIs with the apis query parameter, e.g. https://mcp.hasdata.com/mcp?apis=amazon,google_maps. The apis key for every site is listed in One site per server.

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 will work.

Tools

63 tools across search, e-commerce, maps, travel, real estate, jobs, social, and more. Every group below also ships as standalone servers, one per site, with the same tools behind a shorter URL.

Web

Tool	Description
`web_scraping_web_scraping`	Scrape any URL with optional parameters

Standalone server for this group: web-scraping-mcp.

Google

Tool	Description
`google_serp_serp`	Google Search results
`google_serp_serp_light`	Google Search results (lightweight)
`google_serp_news`	Google News results
`google_serp_shopping`	Google Shopping results
`google_serp_events`	Google Events results
`google_serp_product`	Google product details
`google_serp_immersive_product`	Google immersive product details
`google_serp_ai_overview`	Google AI Overview results
`google_serp_ai_mode`	Google AI Mode results
`google_serp_short_videos`	Google Short Videos results (TikTok, Shorts, Reels)
`google_images_images`	Google Image Search results
`google_maps_search`	Google Maps search
`google_maps_place`	Place details by `placeId`
`google_maps_reviews`	Place reviews
`google_maps_photos`	Place photos
`google_maps_posts`	Place posts (offers, events, announcements)
`google_maps_contributor_reviews`	Reviews by contributor ID
`google_scholar_scholar`	Google Scholar search results
`google_scholar_cite`	Citation formats for a Scholar result
`google_trends_search`	Google Trends data
`google_travel_flights`	Google Flights results
`google_travel_hotels`	Google Hotels results

Standalone servers for this group: google-search-mcp (all google_serp_* tools), google-images-mcp, google-maps-mcp, google-scholar-mcp, google-trends-mcp, google-flights-mcp, google-hotels-mcp.

Other search engines

Tool	Description
`bing_serp`	Bing Search results
`duckduckgo_serp`	DuckDuckGo Search results

Standalone servers for this group: bing-mcp, duckduckgo-mcp.

E-commerce

Tool	Description
`amazon_search`	Amazon search results
`amazon_product`	Amazon product details by ASIN
`amazon_reviews`	Amazon product reviews
`amazon_seller`	Amazon seller storefront profile
`amazon_seller_products`	Amazon seller catalog products
`walmart_search`	Walmart search results
`walmart_product`	Walmart product details
`walmart_reviews`	Walmart product reviews
`shopify_products`	Shopify store products
`shopify_collections`	Shopify store collections

Standalone servers for this group: amazon-mcp, walmart-mcp, shopify-mcp.

Real Estate

Tool	Description
`zillow_listing`	Zillow listing search
`zillow_property`	Zillow property details
`redfin_listing`	Redfin listing search
`redfin_property`	Redfin property details

Standalone servers for this group: zillow-mcp, redfin-mcp.

Jobs

Tool	Description
`indeed_listing`	Indeed job listings
`indeed_job`	Indeed job details
`glassdoor_listing`	Glassdoor job listings
`glassdoor_job`	Glassdoor job details

Standalone servers for this group: indeed-mcp, glassdoor-mcp.

Travel & Local

Tool	Description
`airbnb_listing`	Airbnb listings by location and dates
`airbnb_property`	Airbnb listing details
`booking_search`	Booking.com accommodation search
`booking_place`	Booking.com property details
`yelp_search`	Yelp search results
`yelp_place`	Yelp place details
`yelp_reviews`	Yelp place reviews
`yellowpages_search`	YellowPages search results
`yellowpages_place`	YellowPages place details

Standalone servers for this group: airbnb-mcp, booking-mcp, yelp-mcp, yellowpages-mcp.

Social & Video

Tool	Description
`facebook_profile`	Facebook public page or profile details
`instagram_profile`	Instagram public profile details
`instagram_posts`	Instagram public account posts
`tiktok_profile`	TikTok public profile details
`tiktok_posts`	TikTok account videos
`tiktok_search`	TikTok search for videos or users
`tiktok_comments`	TikTok video comments
`youtube_search`	YouTube search results
`youtube_video`	YouTube video details
`youtube_channel`	YouTube channel data
`youtube_transcript`	YouTube video transcript

Standalone servers for this group: facebook-mcp, instagram-mcp, tiktok-mcp, youtube-mcp.

One site per server

If your agent only needs one site, use its standalone server instead of the full set. Each one is the same hosted endpoint filtered with the apis parameter, so the tools, the schemas and the billing are identical, and the model sees a short tool list. Every standalone server also ships as an npm and a PyPI package for clients that want a local stdio launcher, and is listed in the official MCP registry under com.hasdata/<name>.

Site	Repository	npm	PyPI	`apis` key
Airbnb	airbnb-mcp	`@hasdata/airbnb-mcp`	`hasdata-airbnb-mcp`	`airbnb`
Amazon	amazon-mcp	`@hasdata/amazon-mcp`	`hasdata-amazon-mcp`	`amazon`
Bing	bing-mcp	`@hasdata/bing-mcp`	`hasdata-bing-mcp`	`bing`
Booking.com	booking-mcp	`@hasdata/booking-mcp`	`hasdata-booking-mcp`	`booking`
DuckDuckGo	duckduckgo-mcp	`@hasdata/duckduckgo-mcp`	`hasdata-duckduckgo-mcp`	`duckduckgo`
Facebook	facebook-mcp	`@hasdata/facebook-mcp`	`hasdata-facebook-mcp`	`facebook`
Glassdoor	glassdoor-mcp	`@hasdata/glassdoor-mcp`	`hasdata-glassdoor-mcp`	`glassdoor`
Google Flights	google-flights-mcp	`@hasdata/google-flights-mcp`	`hasdata-google-flights-mcp`	`google_travel_flights`
Google Hotels	google-hotels-mcp	`@hasdata/google-hotels-mcp`	`hasdata-google-hotels-mcp`	`google_travel_hotels`
Google Images	google-images-mcp	`@hasdata/google-images-mcp`	`hasdata-google-images-mcp`	`google_images`
Google Maps	google-maps-mcp	`@hasdata/google-maps-mcp`	`hasdata-google-maps-mcp`	`google_maps`
Google Scholar	google-scholar-mcp	`@hasdata/google-scholar-mcp`	`hasdata-google-scholar-mcp`	`google_scholar`
Google Search	google-search-mcp	`@hasdata/google-search-mcp`	`hasdata-google-search-mcp`	`google_serp`
Google Trends	google-trends-mcp	`@hasdata/google-trends-mcp`	`hasdata-google-trends-mcp`	`google_trends`
Indeed	indeed-mcp	`@hasdata/indeed-mcp`	`hasdata-indeed-mcp`	`indeed`
Instagram	instagram-mcp	`@hasdata/instagram-mcp`	`hasdata-instagram-mcp`	`instagram`
Redfin	redfin-mcp	`@hasdata/redfin-mcp`	`hasdata-redfin-mcp`	`redfin`
Shopify	shopify-mcp	`@hasdata/shopify-mcp`	`hasdata-shopify-mcp`	`shopify`
TikTok	tiktok-mcp	`@hasdata/tiktok-mcp`	`hasdata-tiktok-mcp`	`tiktok`
Walmart	walmart-mcp	`@hasdata/walmart-mcp`	`hasdata-walmart-mcp`	`walmart`
Web Scraping	web-scraping-mcp	`@hasdata/web-scraping-mcp`	`hasdata-web-scraping-mcp`	`web_scraping`
Yellow Pages	yellowpages-mcp	`@hasdata/yellowpages-mcp`	`hasdata-yellowpages-mcp`	`yellowpages`
Yelp	yelp-mcp	`@hasdata/yelp-mcp`	`hasdata-yelp-mcp`	`yelp`
YouTube	youtube-mcp	`@hasdata/youtube-mcp`	`hasdata-youtube-mcp`	`youtube`
Zillow	zillow-mcp	`@hasdata/zillow-mcp`	`hasdata-zillow-mcp`	`zillow`

The remote URL for any of them is https://mcp.hasdata.com/mcp?apis=<key>, and keys can be combined with commas.

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.
Two ways to authenticate. Sign in once with OAuth, or send the x-api-key header on every call — both work against the same endpoint.

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.

HasData

Links

README