Integration

Litescrape integration

Litescrape returns search engine results and public web data as JSON: Google (Search, AI Overview, AI Mode, Ads, Maps places, reviews, menus, photos and popular times, Shopping, News, Jobs, Scholar, Patents, Play, Trends), Bing, Brave, DuckDuckGo, Yahoo, Yandex, Baidu and Naver, retail products and prices (Amazon, Walmart, Target, eBay, Etsy, Best Buy, Home Depot, IKEA, Wayfair, AliExpress, Shopify stores), jobs (LinkedIn, Indeed, Glassdoor, ZipRecruiter, Greenhouse, Lever, Ashby, Workday, Levels.fyi, Remote OK), LinkedIn company pages, homes (Zillow, Redfin, Realtor.com), places and travel (Airbnb, Tripadvisor, Yelp, Apple Maps, Eventbrite), app stores, Steam, Spotify, Substack, Product Hunt, Yahoo Finance price history, and any web page as Markdown or a screenshot. Every endpoint costs the same flat price from prepaid credits ($0.15 per 1,000 successful requests; failed requests are not billed), with up to 25 requests at a time per paid account. Each tool runs synchronously, within a request time budget of at most 90 seconds. Left out: every social platform scraper (profiles, posts, videos, comments, live streams and follower lists from TikTok, Instagram, Facebook, X, Bluesky, Reddit, YouTube, Pinterest, Telegram and SoundCloud, LinkedIn company posts, and Google Maps contributor profiles), which collects members' personal data without those platforms' authorization; the async job and batch routes, the Serper-compatible routes, key rotation, billing, usage and account-setting routes, the Copilot and Gemini chat routes, and the GitHub, Stack Overflow, Hacker News, npm, PyPI, Wikipedia, grocery (Kroger, Sprouts, Whole Foods), Apartments.com, Homes.com, Google Play books, games and movies, Bing product, Google Maps photo metadata and Yahoo and Yandex image scrapers. Authentication is a Litescrape API key sent as a Bearer token in the Authorization header.

Connect Litescrape How integrations work

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When this happens, do that in Litescrape.Built from the 106 Litescrape tools below, on the connection you add once.

What you can do with Litescrape

Each of these is one operation on one endpoint, available both as a workflow step and as a tool an AI agent can call on its own. Nothing bundles several operations into one action, so what a run did stays readable afterwards.

Each badge shows the default agent permission of an endpoint (allowed: an agent calls it without asking; ask first: you are asked before an agent calls it, when the agent or chat asks permission for sensitive actions; never: no agent may call it), which every user can change endpoint by endpoint in their credential settings.

Most endpoints run on the free plan. A few, mainly the ones that publish on your behalf, need a paid plan.

Aliexpress product, 2 operations

get_aliexpress_productGet aliexpress productGETAgents: ask firstGet an AliExpress product's details and price. Failures are not billed.
search_aliexpress_productsSearch aliexpress productsGETAgents: ask firstSearch AliExpress products with prices. Failures are not billed.

Amazon product, 2 operations

get_amazon_productGet amazon productGETAgents: ask firstGet an Amazon product page, with optional seller offers. Failures are not billed.
search_amazon_productsSearch amazon productsGETAgents: ask firstSearch Amazon products. Failures are not billed.

Amazon review, 2 operations

list_amazon_featured_reviewsList amazon featured reviewsGETAgents: ask firstGet the featured reviews for an Amazon product. Returns public reviews with reviewer names and profile details (personal data).
list_amazon_media_reviewsList amazon media reviewsGETAgents: ask firstGet Amazon reviews that include photos or videos. Returns public reviews with reviewer names and profile details (personal data).

App store app, 2 operations

get_app_store_appGet app store appGETAgents: ask firstGet an App Store app's details, ratings and version history. Failures are not billed.
search_app_store_appsSearch app store appsGETAgents: ask firstSearch the App Store for iPhone, iPad and Mac apps. Failures are not billed.

Bestbuy product, 2 operations

get_bestbuy_productGet bestbuy productGETAgents: ask firstGet a Best Buy product's details, price and availability. Failures are not billed.
search_bestbuy_productsSearch bestbuy productsGETAgents: ask firstSearch Best Buy products with prices and availability. Failures are not billed.

Ebay listing, 2 operations

get_ebay_listingGet ebay listingGETAgents: ask firstGet an eBay listing by item ID. Can include the seller's name and profile (personal data when the seller is a person).
search_ebay_listingsSearch ebay listingsGETAgents: ask firstSearch eBay listings by keyword or category. Failures are not billed.

Etsy listing, 2 operations

get_etsy_listingGet etsy listingGETAgents: ask firstGet an Etsy listing's details and price. Can include the seller's name and profile (personal data when the seller is a person).
search_etsy_listingsSearch etsy listingsGETAgents: ask firstSearch Etsy listings with prices. Failures are not billed.

Google shopping product, 2 operations

get_google_shopping_productGet google shopping productGETAgents: ask firstGet every merchant offer for a Google Shopping product. Failures are not billed.
search_google_shoppingSearch google shoppingGETAgents: ask firstSearch Google Shopping products. Failures are not billed.

Greenhouse job, 2 operations

get_greenhouse_jobGet greenhouse jobGETAgents: ask firstGet a public Greenhouse job description, departments, published pay ranges, and application questions. Failures are not billed.
list_greenhouse_jobsList greenhouse jobsGETAgents: ask firstList public employer jobs and filter by title or location. Failures are not billed.

Homedepot product, 2 operations

get_homedepot_productGet homedepot productGETAgents: ask firstGet a Home Depot product's details, price and availability. Failures are not billed.
search_homedepot_productsSearch homedepot productsGETAgents: ask firstSearch Home Depot products with prices and availability. Failures are not billed.

Ikea product, 2 operations

get_ikea_productGet ikea productGETAgents: ask firstGet an IKEA product's details, price and availability. Failures are not billed.
search_ikea_productsSearch ikea productsGETAgents: ask firstSearch IKEA products with prices and availability. Failures are not billed.

Linkedin job, 2 operations

get_linkedin_jobGet linkedin jobGETAgents: ask firstGet a public LinkedIn job description, employment details, published salary, and applicant count. Failures are not billed.
search_linkedin_jobsSearch linkedin jobsGETAgents: ask firstSearch public LinkedIn job listings by keywords, location, and workplace type. Failures are not billed.

Realtor property, 2 operations

get_realtor_propertyGet realtor propertyGETAgents: ask firstGet a Realtor.com property by URL. Returns home addresses and listing details, which can include listing agents (personal data).
search_realtor_listingsSearch realtor listingsGETAgents: ask firstSearch Realtor.com listings from a search URL. Returns home addresses and listing details, which can include listing agents (personal data).

Redfin property, 2 operations

get_redfin_propertyGet redfin propertyGETAgents: ask firstGet a Redfin property by listing URL. Returns home addresses and listing details, which can include listing agents (personal data).
search_redfin_homesSearch redfin homesGETAgents: ask firstSearch Redfin homes for sale or recently sold. Returns home addresses and listing details, which can include listing agents (personal data).

Steam app, 2 operations

get_steam_appGet steam appGETAgents: ask firstGet Steam app details, descriptions, publishers, and regional prices. Failures are not billed.
search_steam_appsSearch steam appsGETAgents: ask firstFind Steam games and software with regional pricing. Failures are not billed.

Target product, 2 operations

get_target_productGet target productGETAgents: ask firstGet a product sold by the US retailer Target, with its details, price and availability. Failures are not billed.
search_target_productsSearch target productsGETAgents: ask firstSearch products sold by the US retailer Target, with prices and availability. Failures are not billed.

Tripadvisor place, 2 operations

get_tripadvisor_placeGet tripadvisor placeGETAgents: ask firstGet a Tripadvisor place by ID. Failures are not billed.
search_tripadvisorSearch tripadvisorGETAgents: ask firstSearch Tripadvisor hotels, restaurants and attractions. Failures are not billed.

Walmart product, 2 operations

get_walmart_productGet walmart productGETAgents: ask firstGet a Walmart product's details, price and availability. Failures are not billed.
search_walmart_productsSearch walmart productsGETAgents: ask firstSearch Walmart products with prices and availability. Failures are not billed.

Wayfair product, 2 operations

get_wayfair_productGet wayfair productGETAgents: ask firstGet a Wayfair product's details, price and availability. Failures are not billed.
search_wayfair_productsSearch wayfair productsGETAgents: ask firstSearch Wayfair products with prices and availability. Failures are not billed.

Yelp business, 2 operations

get_yelp_businessGet yelp businessGETAgents: ask firstGet a Yelp business's details and menu. Failures are not billed.
search_yelp_businessesSearch yelp businessesGETAgents: ask firstSearch Yelp businesses by location and category. Failures are not billed.

Zillow property, 2 operations

get_zillow_propertyGet zillow propertyGETAgents: ask firstGet a Zillow property by ID or URL. Returns home addresses and listing details, which can include listing agents (personal data).
search_zillow_homesSearch zillow homesGETAgents: ask firstSearch Zillow homes for sale, for rent or recently sold. Returns home addresses and listing details, which can include listing agents (personal data).

Airbnb stay, 1 operation

search_airbnb_staysSearch airbnb staysGETAgents: ask firstSearch Airbnb stays by destination and dates. Failures are not billed.

Amazon suggestion, 1 operation

list_amazon_suggestionsList amazon suggestionsGETAgents: ask firstGet Amazon search suggestions for a prefix and department. Failures are not billed.

Api key, 1 operation

get_key_statusGet key statusGETAgents: ask firstReturns the API key's remaining calls (an account key's shared balance), concurrency limit, status and settings. Free: it consumes no call and works at zero balance.

App store review, 1 operation

list_app_store_reviewsList app store reviewsGETAgents: ask firstGet reviews for an App Store app. Returns public reviews with reviewer names and profile details (personal data).

Apple maps place, 1 operation

get_apple_maps_placeGet apple maps placeGETAgents: ask firstGet details of up to 50 Apple Maps places by their unique place identifiers (muid, comma-separated). Failures are not billed.

Apple maps review, 1 operation

list_apple_maps_reviewsList apple maps reviewsGETAgents: ask firstGet Apple ratings and reviews for an Apple Maps place. Returns public reviews with reviewer names and profile details (personal data).

Ashby job, 1 operation

search_ashby_jobsSearch ashby jobsGETAgents: ask firstSearch jobs on a company's Ashby job board. Failures are not billed.

Baidu result, 1 operation

search_baiduSearch baiduGETAgents: ask firstGet Baidu search results as JSON. Failures are not billed.

Bing image, 1 operation

search_bing_imagesSearch bing imagesGETAgents: ask firstSearch Bing Images with size, color, date and license filters. Failures are not billed.

Bing place, 1 operation

search_bing_mapsSearch bing mapsGETAgents: ask firstSearch Bing Maps places, or get one place by ID. Failures are not billed.

Bing product, 1 operation

search_bing_shoppingSearch bing shoppingGETAgents: ask firstSearch Bing Shopping products. Failures are not billed.

Bing result, 1 operation

search_bingSearch bingGETAgents: ask firstGet Bing web search results. Failures are not billed.

Bing suggestion, 1 operation

list_bing_suggestionsList bing suggestionsGETAgents: ask firstGet Bing search suggestions for a partial query, with entity details when Bing shows them. Failures are not billed.

Brave ai answer, 1 operation

get_brave_ai_answerGet brave ai answerGETAgents: ask firstGet Brave AI answers with citations. Failures are not billed.

Brave result, 1 operation

search_braveSearch braveGETAgents: ask firstGet Brave web search results. Failures are not billed.

Duckduckgo place, 1 operation

search_duckduckgo_mapsSearch duckduckgo mapsGETAgents: ask firstSearch DuckDuckGo Maps places within a map area. Failures are not billed.

Duckduckgo result, 1 operation

search_duckduckgoSearch duckduckgoGETAgents: ask firstGet DuckDuckGo web search results. Failures are not billed.

Ebay seller, 1 operation

get_ebay_sellerGet ebay sellerGETAgents: ask firstGet an eBay seller's profile and listings. Can include the seller's name and profile (personal data when the seller is a person).

Endpoint status, 1 operation

get_endpoint_statusGet endpoint statusGETAgents: ask firstReturns Litescrape endpoint health from production requests of the last 15 minutes (a snapshot refreshed every 15 minutes): overall status and per-endpoint status. Free, uses no credits.

Eventbrite event, 1 operation

search_eventbrite_eventsSearch eventbrite eventsGETAgents: ask firstSearch Eventbrite events by location and keyword. Failures are not billed.

Glassdoor job, 1 operation

search_glassdoor_jobsSearch glassdoor jobsGETAgents: ask firstSearch Glassdoor jobs by keyword and location, with salary, seniority and remote filters. Failures are not billed.

Google ad, 1 operation

list_google_adsList google adsGETAgents: ask firstGet the ads shown on a Google search results page. Failures are not billed.

Google ai mode answer, 1 operation

get_google_ai_mode_answerGet google ai mode answerGETAgents: ask firstGet Google AI Mode answers with cited sources. Failures are not billed.

Google ai overview, 1 operation

get_google_ai_overviewGet google ai overviewGETAgents: ask firstGet Google's AI Overview for a query, with cited sources. Failures are not billed.

Google image, 1 operation

search_google_imagesSearch google imagesGETAgents: ask firstSearch Google Images. Failures are not billed.

Google job, 1 operation

search_google_jobsSearch google jobsGETAgents: ask firstSearch Google Jobs listings by query and location. Failures are not billed.

Google local result, 1 operation

search_google_localSearch google localGETAgents: ask firstGet Google local results for a query and location. Failures are not billed.

Google maps menu, 1 operation

get_google_maps_menuGet google maps menuGETAgents: ask firstGet a restaurant's menu, prices, booking links, and opening hours. Failures are not billed.

Google maps photo, 1 operation

list_google_maps_photosList google maps photosGETAgents: ask firstList a place's photos and videos, including only the ones its owner posted. Failures are not billed.

Google maps place, 1 operation

search_google_mapsSearch google mapsGETAgents: ask firstSearch Google Maps places, or get one place by ID. Failures are not billed.

Google maps popular times, 1 operation

get_google_maps_popular_timesGet google maps popular timesGETAgents: ask firstSee how busy a place is right now. Failures are not billed.

Google maps post, 1 operation

list_google_maps_postsList google maps postsGETAgents: ask firstRead the posts published by a business. Failures are not billed.

Google maps review, 1 operation

list_google_maps_reviewsList google maps reviewsGETAgents: ask firstGet reviews for a Google Maps place. Returns public reviews with reviewer names and profile details (personal data).

Google news article, 1 operation

search_google_newsSearch google newsGETAgents: ask firstFind recent news articles by topic, language, and country. Failures are not billed.

Google patent, 1 operation

search_google_patentsSearch google patentsGETAgents: ask firstSearch patent publications by query, patent office, status, and publication date. Failures are not billed.

Google play app, 1 operation

search_google_play_appsSearch google play appsGETAgents: ask firstSearch and browse Google Play apps. Failures are not billed.

Google play product, 1 operation

get_google_play_productGet google play productGETAgents: ask firstGet a Google Play app, book, movie or show by ID. Failures are not billed.

Google play review, 1 operation

list_google_play_reviewsList google play reviewsGETAgents: ask firstGet reviews for a Google Play app. Returns public reviews with reviewer names and profile details (personal data).

Google result, 1 operation

search_googleSearch googleGETAgents: ask firstGet Google search results, including the AI Overview and People also ask. Failures are not billed.

Google scholar article, 1 operation

search_google_scholarSearch google scholarGETAgents: ask firstSearch scholarly articles with publication details, citation counts, and full-text links. Failures are not billed.

Google shopping offer, 1 operation

get_google_shopping_merchant_urlsGet google shopping merchant urlsPOSTAgents: ask firstGet direct merchant URLs for Google Shopping offers. Failures are not billed.

Google suggestion, 1 operation

list_google_suggestionsList google suggestionsGETAgents: ask firstGet search suggestions for a partial query. Failures are not billed.

Google trending search, 1 operation

list_google_trending_searchesList google trending searchesGETAgents: ask firstGet currently trending searches and related news by country. Failures are not billed.

Indeed job, 1 operation

search_indeed_jobsSearch indeed jobsGETAgents: ask firstSearch Indeed jobs by keyword and location, with salary, experience and remote filters. Failures are not billed.

Levels job, 1 operation

search_levels_jobsSearch levels jobsGETAgents: ask firstSearch Levels.fyi jobs by company, location, level and pay. Failures are not billed.

Lever job, 1 operation

list_lever_jobsList lever jobsGETAgents: ask firstPage through an employer's public jobs, descriptions, and application links. Failures are not billed.

Linkedin company, 1 operation

get_linkedin_companyGet linkedin companyGETAgents: ask firstRead public company profiles with follower and employee counts, office locations, and similar companies. Failures are not billed.

Naver ai briefing, 1 operation

get_naver_ai_briefingGet naver ai briefingGETAgents: ask firstGet Naver AI Briefing answers with citations. Failures are not billed.

Naver result, 1 operation

search_naverSearch naverGETAgents: ask firstSearch Naver web, news, video and image results. Failures are not billed.

Price history, 1 operation

get_yahoo_finance_historyGet yahoo finance historyGETAgents: ask firstRead daily, weekly, or monthly prices and volume for a market symbol. Failures are not billed.

Producthunt launch, 1 operation

list_producthunt_launchesList producthunt launchesGETAgents: ask firstRead today's public launches, descriptions, and topics. Failures are not billed.

Remoteok job, 1 operation

search_remoteok_jobsSearch remoteok jobsGETAgents: ask firstFind remote jobs by keywords and tags. Failures are not billed.

Shopify product, 1 operation

list_shopify_store_productsList shopify store productsGETAgents: ask firstPage through published product catalogs with variants, prices, and availability. Failures are not billed.

Spotify item, 1 operation

get_spotify_itemGet spotify itemGETAgents: ask firstRead public track, album, artist, and playlist metadata and available track lists. Failures are not billed.

Substack post, 1 operation

list_substack_postsList substack postsGETAgents: ask firstPage through public publication archives with titles, dates, and engagement counts. Failures are not billed.

Tripadvisor review, 1 operation

list_tripadvisor_reviewsList tripadvisor reviewsGETAgents: ask firstGet reviews for a Tripadvisor place. Returns public reviews with reviewer names and profile details (personal data).

Web page, 1 operation

fetch_web_pageFetch web pageGETAgents: ask firstGet a web page as Markdown, HTML or plain text. Failures are not billed.

Web screenshot, 1 operation

capture_web_screenshotCapture web screenshotGETAgents: ask firstTake a screenshot of a web page. Failures are not billed.

Workday job, 1 operation

search_workday_jobsSearch workday jobsGETAgents: ask firstSearch an employer's Workday career board with result totals and pagination. Failures are not billed.

Yahoo result, 1 operation

search_yahooSearch yahooGETAgents: ask firstGet Yahoo web search results. Failures are not billed.

Yandex result, 1 operation

search_yandexSearch yandexGETAgents: ask firstGet Yandex web search results. Failures are not billed.

Yelp review, 1 operation

list_yelp_reviewsList yelp reviewsGETAgents: ask firstGet reviews for a Yelp business. Returns public reviews with reviewer names and profile details (personal data).

Zillow location, 1 operation

list_zillow_locationsList zillow locationsGETAgents: ask firstGet Zillow region and address suggestions. Failures are not billed.

Ziprecruiter job, 1 operation

search_ziprecruiter_jobsSearch ziprecruiter jobsGETAgents: ask firstSearch ZipRecruiter jobs in the US and Canada by keyword and location. Failures are not billed.

Use Litescrape from Claude Code, Cursor or Codex

Connect Litescrape in LiveContext, create an API key in Settings, then add the LiveContext MCP server to your client. Its Litescrape operations become tools the client can call, next to every other integration you connected.

Claude Code

claude mcp add --transport http livecontext https://livecontext.ai/mcp --header "X-API-Key: YOUR_API_KEY"

Codex (~/.codex/config.toml)

[mcp_servers.livecontext]
url = "https://livecontext.ai/mcp"

[mcp_servers.livecontext.http_headers]
"X-API-Key" = "YOUR_API_KEY"

Cursor, Claude Desktop and other JSON configs

{
  "mcpServers": {
    "livecontext": {
      "type": "http",
      "url": "https://livecontext.ai/mcp",
      "headers": {
        "X-API-Key": "YOUR_API_KEY"
      }
    }
  }
}

Set up the MCP server step by step

How to connect Litescrape

Create your workspace
Sign up free. Nothing to install.
Connect Litescrape once
Add your Litescrape connection in Settings. Every tool from this integration reuses it, and secrets are encrypted at rest and visible only to you.
Describe the job in chat
The workflow builds itself in front of you and picks the endpoints it needs. Drag the steps yourself on the canvas whenever you would rather be explicit.