ScraperCompany: hotel, rental and flight prices

ScraperCompany MCP server

166+ live-data tools for AI agents: hotels, vacation rentals, flights, reviews, cars and attractions, plus Google search/maps, jobs, shopping, property listings, SEC filings, events and more. Price a hotel for the next 330 nights in one call, compare every booking site's price for a stay to the hotel's own website (over 50 booking engines, adding more), pull guest reviews, or search Google Flights — then add other groups when you need them.

This is a remote MCP server: there is nothing to install or run. This repository holds the connection settings for each client and a few short examples. The server itself is hosted by ScraperCompany.

• Server URL: https://api.scrapercompany.com/mcp (Streamable HTTP). Plain /mcp is the default set of 24 hotel and flight tools; add groups with /mcp/g/default,reviews or use /mcp/g/travel (55 read-only travel tools) or /mcp/g/all (everything).
• Sign-in: OAuth 2.1 in the browser, or an API key in the x-api-key header
• Official MCP Registry: com.scrapercompany/travel-data
• Docs: scrapercompany.com/docs/mcp · Pricing: scrapercompany.com/pricing
• Listings: LobeHub · cursor.directory

What you can ask

What are the cheapest nights at The Savoy in London over the next two months?

Is anyone selling the Park Hyatt Tokyo cheaper than the hotel's own website on 20 November?

Find Airbnbs in Lisbon for four guests in the first week of December and quote the total for the best three.

Summarise this month's 1- and 2-star reviews for my hotel and list the ones we haven't replied to.

Cheapest dates to fly Montreal to Paris in January, and what does that week cost at the hotel near the Louvre I like?

What are Sixt and DiscoverCars quoting for a week in Rome from FCO next month?

Show open LinkedIn and Indeed roles for "revenue manager" in Toronto, and the latest 10-K for that hotel group.

Connect

New accounts get a free trial of 50 calls or 14 days, whichever ends first, with no card. Clients that support OAuth sign you in through the browser, so they need no key. For the others, create a key in the dashboard.

Claude (claude.ai, Claude Desktop, mobile)

Add ScraperCompany from the Claude directory, or add a custom connector with the URL https://mcp.scrapercompany.com/mcp and sign in. That address shows the read-only travel tools, which suit a chat assistant. If it does not resolve on your network, use https://api.scrapercompany.com/mcp/g/travel: it is the same server with the same tools.

Claude Code

With a key, read from your environment:

claude mcp add --transport http scrapercompany https://api.scrapercompany.com/mcp --header "x-api-key: $SCRAPERCOMPANY_API_KEY"

Without a key, run the command below, then finish the browser sign-in from /mcp inside Claude Code:

claude mcp add --transport http scrapercompany https://api.scrapercompany.com/mcp

To share the server with a project, copy .mcp.json into it. It reads the key from SCRAPERCOMPANY_API_KEY.

Cursor

Put mcp.json in ~/.cursor/mcp.json with your key in place of ${SCRAPERCOMPANY_API_KEY}. Use the key in Cursor rather than OAuth. This repository is also packaged as a Cursor plugin (.cursor-plugin/plugin.json), which asks for the key when you install it.

VS Code (GitHub Copilot)

Copy .vscode/mcp.json into your project. VS Code asks for the key the first time and keeps it in its secret storage.

ChatGPT

In developer mode, add an MCP server app with the URL https://api.scrapercompany.com/mcp/g/default, choose OAuth, and leave the client fields empty: the client registers itself.

Clients that only run local servers

Use the mcp-remote bridge, for example in claude_desktop_config.json:

{
  "mcpServers": {
    "scrapercompany": {
      "command": "npx",
      "args": ["-y", "mcp-remote", "https://api.scrapercompany.com/mcp",
               "--header", "x-api-key:${SCRAPERCOMPANY_API_KEY}"],
      "env": { "SCRAPERCOMPANY_API_KEY": "YOUR_API_KEY" }
    }
  }
}

Check the connection

Listing the tools is free:

curl -X POST https://api.scrapercompany.com/mcp \
  -H "x-api-key: $SCRAPERCOMPANY_API_KEY" \
  -H "Content-Type: application/json" \
  -H "Accept: application/json, text/event-stream" \
  -d '{"jsonrpc": "2.0", "id": 1, "method": "tools/list"}'

A 401 means the key is missing or wrong.

Tools

The server exposes 166+ tools in 21 groups. A plain connection to /mcp shows the default set of 24 read-only hotel and flight tools (table below). Add groups in the URL when you need more, for example /mcp/g/default,reviews,serp or /mcp/g/travel / /mcp/g/all. Each tool description states its cost in credits. A call that fails or comes back empty costs nothing.

Tool	What it does	Credits
resolve_hotel	Find a hotel	2
resolve_google_hotel	Find a hotel by address	12
find_hotel_everywhere	Find a hotel on every booking site	18 by default; free if nothing is found
hotel_link_ids	Identify a hotel link	1 to follow a short link, otherwise free
hotel_destination_search	Search hotels in a destination	4 per page; empty pages are free
expedia_find_hotel	Find a hotel on Expedia	2
hotel_rate_calendar	Hotel nightly rate calendar (up to 330 nights)	8
hotel_offers	Every booking site's price for one stay	10 (14 with room detail required)
compare_ota_rates	Compare OTA rates	30
expedia_rates	Expedia rooms and rates	12
official_site_rates	The hotel's own-site rates, including member and points rates	4
airbnb_search	Search Airbnb	12
airbnb_priced_calendar	Airbnb priced availability calendar	12 plus 1 per night priced (at most 92)
vrbo_search	Search Vrbo	2
vrbo_quote	Vrbo stay quote	12
hotel_guest_reviews	Google Hotels guest reviews	2 per page
hotel_reviews_all_sources	Guest reviews across booking sites	2 per page per source
flight_search	Search flights	4
flight_next_leg	Flight return or next leg	4
flight_booking_options	Flight booking options	5
flight_location_search	Find airport or city codes	2
flight_price_calendar	Flight price calendar	6
credit_balance	Credit balance	free
api_catalog	What this API can do	free

More tools, by group

Every tool belongs to a group. A long tool list costs your agent context in every conversation, so a connection only sees the groups named in its URL: https://api.scrapercompany.com/mcp/g/<group>,<group>. For example, /mcp/g/default,reviews adds every review tool to the default set.

Group	What it covers
catalog	Credit balance and the endpoint catalog
search	Hotel name or link to each site's id; destination search
rates	Google and booking-site prices (Booking.com, Hotels.com, Expedia, Agoda, Tripadvisor, Trivago and more) for a stay or a horizon
official	The hotel's own website: rates and loyalty ladder across over 50 booking engines
rentals	Airbnb and Vrbo search, quotes and calendars
reviews	Guest reviews per source, merged, and response insights
content	Property details, photos, facilities, nearby places
monitoring	Saved competitor sets: scheduled rate shopping, parity, history, alerts, exports (changes data)
webhooks	Webhook endpoints for rate and quota events (changes data)
flights	Google Flights search, legs, booking options, calendars
cars	Car-rental offers and their locations
attractions	Theme-park and attraction day-ticket prices per visit date
serp	Google Search, News, Maps, Trends and Autocomplete
jobs	LinkedIn, Indeed, Google Jobs and company careers pages
video	YouTube search, video details, transcripts, comments, channels
apps	Google Play and Apple App Store
shopping	Amazon, Walmart, Target, Google Shopping, TikTok Shop and Shopify
property	Property listings for sale or rent (Domain, Redfin, Zillow, Centris)
companies	SEC filings, financials, insider trades, earnings calendar, businesses for sale
marketplace	Craigslist, Kijiji, Karrot and Etsy listings
events	Ticket search across SeatGeek, Ticketmaster and StubHub
web	Any public web page as Markdown, text or HTML
default / travel / all	Shortcuts: default set (24), read-only travel set (55), or every tool

Every tool is annotated. Only the monitoring and webhooks groups change data, and clients that ask before running write tools will ask before running those.

Examples

examples/ has three short Python scripts that call the server directly. They use only the standard library, so there is nothing to install:

export SCRAPERCOMPANY_API_KEY=sk_...
cd examples
python rate_calendar.py "The Savoy" London --days 60 --currency GBP              # 10 credits
python rate_parity.py "The Savoy" London --check-in 2026-11-06 --currency GBP --market GB   # 12 credits
python review_watch.py "The Savoy" London --pages 3 --max-rating 3               # 8 credits

rate_parity.py prints every seller's price for one night and flags the sellers that undercut the hotel's own website (a real run on 28 October 2026):

The Savoy, 2026-11-06, 1 night, 2 adults, GBP
  Vio.com                      688.99   -16.6% vs direct  <- undercuts the hotel
  Super.com                    696.34   -15.7% vs direct  <- undercuts the hotel
  ...
  Official site                826.50
  Booking.com                  870.00    +5.3% vs direct

examples/scrapercompany_mcp.py is the whole client: one JSON-RPC POST per tool call. The server is stateless, so there is no session to open first.

Hotel owners can also request a free rate parity check without writing any code.

Pricing

Plans start at $49 a month for 40,000 credits, and credit packs start at $15. A tool call costs the same as the REST API call it wraps. See pricing and the credit cost of every call.

Security

• Keep your key in an environment variable or your client's secret store, not in a config file you share or commit.
• OAuth access tokens last one hour and your client refreshes them. You can revoke a key in the dashboard at any time.
• Report a vulnerability to [email protected].

Support

[email protected] · Status · REST API docs

License

The configuration files and examples in this repository are MIT licensed. Use of the ScraperCompany service is governed by its Terms of Service.