HasData MCP Server

• Prompts and resources

Model Context Protocol server for HasData scraping and search APIs. Connect any MCP-compatible AI client to ready-to-use data tools across search, e-commerce, maps, travel, real estate, jobs and social, or pick a single site from the standalone servers.

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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.

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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.

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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.

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Tools

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_scholar_case_law	Full text of a Scholar case law opinion
google_trends_search	Google Trends data
google_travel_flights	Google Flights results
google_travel_flights_deals	Flight deals from a plain-language trip description
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-flights-deals-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.

AI answer engines

Tool	Description
chatgpt_chat	ChatGPT answer with the web sources it cited
perplexity_chat	Perplexity answer with its citations

Standalone server for this group: chatgpt-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
instagram_comments	Comments on an Instagram post
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.

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Prompts and resources

The server ships 20 prompts, ready-made workflows a client can offer instead of making the user compose a tool call.

Prompt	What it does
google_search	Search Google and summarize the top organic results.
google_news	Find recent news coverage on a topic.
google_shopping	Compare product offers from Google Shopping.
google_short_videos	Find short videos about a topic.
google_ai_mode	Get Google AI Mode's answer with its sources.
google_maps_search	Find businesses and places on Google Maps.
google_maps_reviews	Summarize what reviewers say about a place.
zillow_listings	Find homes for sale, for rent or sold in an area.
zillow_property	Get the full details of one Zillow property.
google_trends	See how interest in a topic changes over time.
instagram_profile	Look up a public Instagram profile.
scrape_web_page	Fetch any public web page and summarize its content.
indeed_hiring_map	See where a role is being hired for and at what salary.
youtube_search	Find YouTube videos and channels about a topic.
youtube_transcript	Summarize what is said in a YouTube video.
tiktok_trend	See what is being posted on TikTok about a topic.
tiktok_profile	Look up a public TikTok profile.
amazon_product_research	Compare Amazon offers for a product by price, rating and review count.
yelp_reputation	Pull a business's rating and recent review themes.
google_flights	Compare flight options between two airports.

Alongside them the server exposes 151 resources, one per parameter whose accepted values are a fixed list, across 28 services. Reading one is cheaper than learning the vocabulary from a rejected call, and it costs no credits. Each URI is hasdata://<service>/<parameter>, and resources/list returns the current set.

Service	Parameters with a fixed list
redfin	30
booking	16
zillow	11
google_serp	10
youtube	10
amazon	7
google_travel	7
bing	5
duckduckgo	5
glassdoor	5
google_images	5
google_trends	5
google_maps	4
google_scholar	4
google_travel_flights	4
indeed	4
google_travel_flights_deals	3
walmart	3
web_scraping	2
yellowpages	2
yelp	2
amazon_reviews	1
amazon_search	1
facebook	1
google_travel_hotels	1
tiktok	1
walmart_reviews	1
walmart_search	1

Both lists are served without an API key, so a client can read them before a user has signed up.

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.

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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.

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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.

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Billing

Each tool call uses HasData credits the same way a direct API call would. See Credits and Concurrency for details.

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Resources

• HasData API Docs
• Dashboard
• support@hasdata.com
• Discord