Scrapingdog MCP Server
Provides tools for scraping Amazon search results, product details, reviews, and offers.
Provides a tool for Baidu search results.
Provides a tool for eBay search results.
Provides a comprehensive set of tools for Google search, Maps, News, Trends, Shopping, Scholar, Jobs, Finance, Lens, AI Mode, AI Overview, Shorts, Hotels, Patents, Immersive Product, and Images.
Provides a tool for Walmart search results.
Provides tools for YouTube search, transcripts, video details, channel details, and comments.
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@Scrapingdog MCP Server Scrape Google search results for 'best hiking trails near me'"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
Scrapingdog MCP Server
The Model Context Protocol server for the
Scrapingdog APIs, hosted at https://mcp.scrapingdog.com/mcp.
It gives an AI assistant 35 tools for live web data — Google SERPs, Maps, News, Shopping, Lens, Amazon, LinkedIn, YouTube, X, Walmart, eBay, screenshots and a general-purpose scraper — each backed by the corresponding Scrapingdog endpoint.
There is nothing to install. Point your client at the URL and send your own API key.
Connect
Get an API key from the Scrapingdog dashboard, then:
Claude Code
claude mcp add --transport http scrapingdog https://mcp.scrapingdog.com/mcp \
--header "Authorization: Bearer YOUR_API_KEY"Cursor / Windsurf / any client with an mcp.json
{
"mcpServers": {
"scrapingdog": {
"url": "https://mcp.scrapingdog.com/mcp",
"headers": { "Authorization": "Bearer YOUR_API_KEY" }
}
}
}claude.ai — Settings → Connectors → Add custom connector, URL
https://mcp.scrapingdog.com/mcp, authentication "API key", paste your key.
Check it by hand
curl -s https://mcp.scrapingdog.com/mcp \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-H "Accept: application/json, text/event-stream" \
-d '{"jsonrpc":"2.0","id":1,"method":"tools/list"}'Calls are billed to the key you send, at the same credit cost as the REST API. A tool's description states what it costs.
Related MCP server: mcp-services
How it works
MCP client ──Authorization: Bearer <key>──> mcp.scrapingdog.com ──api_key=<key>──> api.scrapingdog.comThe server is stateless: every request builds its own MCP server and transport from the key on
that request and tears them down with the response. One process serves many customers without a
session map, so a key never outlives the request it came on and cannot leak into another caller's
session. npm run smoke asserts exactly that, among other things.
Keys are verified against Scrapingdog's own /account endpoint (which resolves user keys and team
member keys, and costs no credits), cached briefly. If that check is unreachable the request is let
through, because the API itself still enforces the key on every tool call — an outage in the
verifier must not take the whole MCP surface down. No database credentials are needed anywhere in
this service.
Layout
Path | What it is |
| The 35 endpoints, declared. Adding an API means appending one object here — no handler code. |
| Builds the MCP server and derives each tool's schema from that registry |
| The HTTP client for api.scrapingdog.com |
| API-key verification and caching |
| The hosted entry point (Streamable HTTP) |
| A stdio entry point, for local development only |
| The |
| pm2 app definition |
| Pre-deploy checks against a stubbed API |
Local development
npm ci
npm run build
npm run smoke # stubs the API: no key needed, no credits spent
npm run dev # the HTTP server on http://127.0.0.1:8731/mcp
SCRAPINGDOG_API_KEY=... npm run dev:stdio # stdio, for poking at one toolInspect it interactively:
npx @modelcontextprotocol/inspector
# transport: Streamable HTTP, url: http://127.0.0.1:8731/mcp,
# header: Authorization: Bearer <your key>Settings live in .env.example.
Deploying
The server runs on its own box, separate from the API servers, so a problem here cannot affect api.scrapingdog.com.
First time, on a bare Ubuntu box:
git clone https://github.com/Darshan972/Scrapingdog-mcp.git ~/Scrapingdog-mcp
cd ~/Scrapingdog-mcp && bash deploy/setup-server.shThat installs Node (from .nvmrc), pm2, nginx and the vhost, builds and starts the app, opens the
firewall, and issues the TLS certificate — skipping the certificate with a clear message if DNS
doesn't point here yet. It is safe to re-run.
After that, every push to main typechecks, builds, runs the smoke suite and only then rolls
out with pm2 reload (.github/workflows/deploy.yml). Needs three repository secrets:
MCP_SERVER_HOST, MCP_SERVER_USER, MCP_SSH_PRIVATE_KEY.
The deploy health check requires /healthz to answer 200 and an unauthenticated POST /mcp to
answer 401, so a deploy that accidentally opened the gateway fails instead of going green.
The app binds 127.0.0.1 so nginx is the only route in. Don't change that on a public host: the
key check lives in this process, so an exposed port is an open proxy to the API.
License
MIT
Available Tools
35 toolsamazon_offersAmazon Offers APIA
Fetch all buying offers and sellers for an Amazon product by ASIN.
Inputs: asin (required), domain, country.
amazon_productAmazon Product APIA
Scrape a single Amazon product page (price, specs, ratings) by ASIN.
Inputs: asin (required), domain, country, postal_code.
amazon_reviewsAmazon Reviews APIA
Scrape customer reviews, ratings and reviewer details for an Amazon product by ASIN.
Inputs: asin (required), page, domain, country.
amazon_searchAmazon Search APIB
Scrape Amazon search-result listings for a query.
Inputs: page (required), query (required), domain (required), country (required), +3 more.
baidu_searchBaidu Search APIB
Scrape Baidu (Chinese-market) search results as structured JSON.
Inputs: query (required), ct, pn, rn, +1 more.
bing_searchBing Search APIB
Scrape Bing search results as structured JSON.
Inputs: query (required), cc, lat, lon, +4 more.
chatgptChatGPT Scraper APIB
Send a prompt to ChatGPT and get the response as structured JSON, at scale.
Inputs: prompt (required), html.
ebay_searcheBay Search APIA
Scrape eBay search listings from an eBay search URL.
Inputs: url (required), html.
google_ai_modeGoogle AI Mode APIC
Retrieve Google's AI Mode conversational answer for a query.
Inputs: query (required), html, safe, country, +2 more.
google_ai_overviewGoogle AI Overview APIA
Fetch the Google AI Overview block for a search. Pass the AI-overview URL returned in a google_search response (that URL expires ~2 minutes after it is issued).
Inputs: url (required).
google_financeGoogle Finance APIB
Fetch live stock quotes and market data from Google Finance.
Inputs: query (required), html, language.
google_hotelsGoogle Hotels APIB
Get hotel and vacation-rental prices, ratings and availability from Google Hotels.
Inputs: query (required), check_in_date (required), check_out_date (required), html, +15 more.
google_imagesGoogle Images APIB
Get Google Images search results with sources and thumbnails.
Inputs: query (required), tbs, html, safe, +4 more.
google_immersive_productGoogle Immersive Product APIB
Retrieve detailed product info from Google's immersive product popup via a page token.
Inputs: page_token (required), sori, stores, country, +1 more.
google_jobsGoogle Jobs APIC
Scrape job listings aggregated across Google Jobs.
Inputs: query (required), chips, ltype, domain, +3 more.
google_lensGoogle Lens APIA
Reverse-image search via Google Lens for visual matches and products.
Inputs: url (required), query, country, product, +3 more.
google_mapsGoogle Maps APIC
Scrape local business listings and place details from Google Maps.
Inputs: query (required), ll, data, page, +5 more.
google_newsGoogle News APIB
Scrape Google News headlines, sources and timestamps.
Inputs: so, query, country, language, +3 more.
google_patentsGoogle Patents APIC
Search patent records and metadata via Google Patents.
Inputs: query (required), num, page, sort, +9 more.
google_scholarGoogle Scholar APIB
Search academic papers, authors and citation counts via Google Scholar.
Inputs: page, cites, query, as_sdt, +4 more.
google_searchGoogle Search (SERP) APIA
Scrape real-time Google Search results as structured JSON (organic results, ads, knowledge graph, people-also-ask, etc.).
Inputs: query (required), tbs, html, page, +8 more.
google_shoppingGoogle Shopping APIB
Scrape product listings and prices from Google Shopping.
Inputs: query (required), tbs, html, page, +4 more.
google_shortsGoogle Shorts APIC
Retrieve Google short videos with sources, thumbnails and dates.
Inputs: query (required), lr, tbs, html, +6 more.
google_trendsGoogle Trends APIA
Track keyword search interest over time and by region via Google Trends.
Inputs: query (required), tz, cat, geo, +5 more.
linkedin_profileLinkedIn Profile / Company APIA
Scrape a public LinkedIn person or company profile by its public identifier (the slug in the profile URL).
Inputs: type (required), linkId (required), premium.
screenshotScreenshot APIB
Capture a screenshot (PNG/JPG/WEBP) of any web page. Returns the image.
Inputs: url (required), width, format, height, +3 more.
universal_searchUniversal Search APIB
Single endpoint that scrapes major search engines and returns unified organic results.
Inputs: query (required), country, language.
walmart_searchWalmart Search APIB
Scrape Walmart search results from a Walmart search URL.
Inputs: url (required).
web_scrapeWeb Scraping APIA
General-purpose web scraper. Fetches any URL through Scrapingdog's rotating proxies with optional JavaScript rendering, premium proxies, geo-targeting, and AI-based extraction. Returns the page HTML (or extracted data).
Inputs: url (required), wait, country, dynamic, +5 more.
x_profileX (Twitter) Profile APIA
Scrape a public X (Twitter) profile's metadata (bio, followers, counts, etc.).
Inputs: profileId (required).
youtube_channelYouTube Channel APIC
Get a YouTube channel's details and videos.
Inputs: channel_id (required), country, language.
youtube_commentsYouTube Comments APIB
Get comments for a YouTube video.
Inputs: v (required), country, language.
youtube_searchYouTube Search APIB
Retrieve YouTube search results with video titles and metadata.
Inputs: search_query (required), sp, country, language.
youtube_transcriptsYouTube Transcripts APIA
Get the transcript (with timestamps) for a YouTube video.
Inputs: v (required), country, language.
youtube_videoYouTube Video APIA
Get details and metadata for a single YouTube video.
Inputs: v (required), country, language.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
Loading tool schema changelog…
TDQS
Scored across 35 tools
Most tools are clearly distinct by source and data type (e.g., google_search vs google_maps), but some close pairs like google_ai_overview and google_ai_mode, or universal_search and google_search, require careful reading. Overall, descriptions resolve most ambiguity.
Tool names consistently use lowercase snake_case with a source prefix (google_, amazon_, youtube_), making them predictable. A few general tools like web_scrape, universal_search, screenshot, and chatgpt break the prefix pattern but are still clearly named.
With 35 tools, the set exceeds the recommended range for a coherent server. While each tool targets a specific scraping scenario, the large number makes the surface feel heavy and harder to navigate.
The server covers an impressively broad range of scraping needs: multiple search engines, Amazon product/review/offer data, YouTube details/transcripts/comments, and a general-purpose scraper. No obvious dead ends or critical missing operations for the stated domain.
Maintenance
Related MCP Connectors
Web scraping, browser automation, screenshots and AI data extraction for AI agents via MCP.
17 data tools in one MCP server, run on Apify: Google Shopping, Flights, Hotels, News, Images, Videos, Ads Transparency, Jobs and Trends; YouTube transcripts; AI visibility checks; Google Maps leads; App Store and Google Play reviews. Pay per result. Sign in with Apify (OAuth) or an API token.
All HasData scraping tools in one MCP server: Google, TikTok, Instagram, maps, e-commerce and more.
Web scraping, extraction and search for AI agents. Hosted MCP with workspace API keys.
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