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50+ Web Scraping Tools for Agents — Pay Per Use

Browse 50 ready-to-use web scraping tools across Firecrawl, MrScraper, Context.dev, Exa, TinyFish, Octen and Surf. Scrape pages to markdown or HTML, crawl sites, map URLs, or extract structured data from listings and product pages. Your agent can run the selected capability directly from one Toolmu balance. Pay per use; no subscription.

50 endpoints

Pick your next capability.

Take a closer look at any tool to see how it works.

MrScraperLazada Product DetailsInspect one Lazada product using its page URL. Review the product details that are returned, including any pricing, stock or seller information provided. Your Agent can organize that material into a product brief while retaining its source offer conditions.PriceUp to 0.012 credits / callAvailableMrScraperDiscover Website URLsStart with a website URL and discover page addresses for a URL inventory or later content collection. You can bound the URL count, crawl depth and pages visited. Your Agent can organize the links actually returned and help choose pages to inspect next.PriceUp to 120 credits / callAvailableMrScraperRetrieve Meijer Product Page HTMLProvide a Meijer product URL to request its raw HTML page code. Add a ZIP or postal code when local context matters. Your Agent can separately read details present in the returned code and organize them for you.PriceUp to 0.012 credits / callAvailableMrScraperRead Naver SmartStore Product DetailsRequest product information from a known Naver SmartStore page. Give the full product link and let your Agent organize details that actually come back, keeping Korean labels and any stated currency or selling conditions.PriceUp to 0.012 credits / callAvailableMrScraperRead Naver Shopping Search ListingsUse an actual Naver Shopping search-results URL to request its product listings. Your Agent can organize the candidates that return, retaining the supplied URL and any available source order, search context or currency information for review.PriceUp to 0.024 credits / callAvailableMrScraperNordstrom Product DetailsRead product information from one Nordstrom product page you provide. When details are returned, review its description, images and available offer information; your Agent can organize them into a product note for comparison.PriceUp to 0.1116 credits / callAvailableOctenExtract Text from Websites with OctenGive your Agent 1–20 known page URLs and request their main text as Markdown or plain text. Add a question or keywords to request relevant passages instead. Octen extracts the page material; your Agent can then compare it or prepare source-linked notes.PriceUp to 0.024 credits / callAvailableContext.devConvert PDF and Word files to MarkdownGive your Agent a publicly retrievable HTTPS document link, up to 25 MB, to request a Markdown document. Choose OCR for scanned PDF text and set your hyperlink, image-reference and content preferences.PriceUp to 0.0054 credits / callAvailableExaWebsite Summarizer: Page Text and Summary from URLs | ExaPaste one or more known URLs and get their page content: clean text, query-focused highlights, links, images, subpages, and an optional generated summary. Leave the summary off to get the full page text. Pay per call, no subscription; verified maximum $0.002 per call.PriceUp to 0.0024 credits / callAvailableFirecrawlExtract Text from One Webpage into Clean Content | FirecrawlPaste one public https URL and get its readable content back, with navs and footers stripped. Choose Markdown, HTML, raw HTML, links, images or a summary, plus optional schema-shaped JSON. Pay per use, no subscription; verified $100 USD maximum per run. No site crawl, batch URLs or web search.PriceUp to 120 credits / callAvailableContext.devIdentify website fonts by URLGive your Agent a domain or exact page URL to find reported font families, fallback names, element usage and available font-file references. Review cache context when comparing the result with the page you see.PriceUp to 0.0054 credits / callAvailableContext.devCapture rendered HTML from a web pageGet the HTML from one URL after browser rendering, with optional extra wait, iframe inclusion and main-content filtering. Give your Agent the full URL and the capture preferences you need.PriceUp to 0.00108 credits / callAvailableContext.devExtract image links from a web pageGive your Agent one page URL to collect image source links, available alternative text and source-element labels. Choose visual deduplication or extra browser wait when the task needs them.PriceUp to 0.00108 credits / callAvailableContext.devConvert a webpage URL to MarkdownTurn one webpage URL into Markdown text for reading or working notes. Choose whether to retain links, image references and iframe content, or focus on detected main content, with supported browser-wait and cache settings.PriceUp to 0.00108 credits / callAvailableMrScraperWeb Page to MarkdownProvide a web page URL to request its content as Markdown, a readable text format with simple formatting. Your Agent can use the returned text to prepare a summary or notes while keeping the page link and relevant source context.PriceUp to 120 credits / callAvailableMrScraperRaw HTML from a Web PageProvide a web page URL to request its raw HTML code. When the page can be retrieved, your Agent can inspect the tags and any content or values present, then report relevant snippets for your question.PriceUp to 120 credits / callAvailableMrScraperSegari Product Details · MrScraperProvide one Segari product page URL to request its product record. Available details may include prices in Indonesian rupiah (IDR), discount information, rating, stock quantity and daily purchase limits. Your Agent can arrange these details into a product note for checking or comparison.PriceUp to 0.0288 credits / callAvailableMrScraperSHEIN Product Details · MrScraperRequest product and pricing information from one SHEIN item URL. When details are returned, your Agent can arrange them into a product note for review or comparison. Keep any supplied currency, price labels and storefront context together; verify the intended size, color and offer before buying.PriceUp to 0.036 credits / callAvailableMrScraperShopee Product Details · MrScraperInspect one Shopee item by its product URL. When product and pricing information is returned, your Agent can prepare an item brief for comparison. Keep any supplied marketplace, seller, option and currency context with the details so that different offers are not treated as the same purchase.PriceUp to 0.024 credits / callAvailableMrScraperTaobao Product Details · MrScraperPaste one Taobao product page link to look up a single item. Your Agent can organize details the source actually returns, such as prices, options, seller or images, and help you check purchase conditions on Taobao.PriceUp to 0.012 credits / callAvailableTinyFishTurn a Web Page into Readable Text | TinyFish FetchPaste up to 10 public webpage links to get their content as readable text. Pages that require sign-in or block access may be incomplete.PriceFreeAvailableMrScraperTokopedia Product Details · MrScraperRead one Tokopedia product page by URL. Your Agent can turn the available product and shop information into a brief, keeping price and option details tied to the listing they describe.PriceUp to 0.006 credits / callAvailableMrScraperWalmart Product Details · MrScraperProvide a Walmart product URL, with a known store ID or US ZIP code if useful. Request the product material available in that context, then ask your Agent to make a brief from returned pricing, stock, seller or rating information without losing the source conditions.PriceUp to 0.012 credits / callAvailableMrScraperWatsons Category Listings · MrScraperInspect products from one Watsons category page by its full URL. When available, read product names, displayed prices, links and the category’s reported total; your Agent can arrange them into an assortment brief.PriceUp to 0.0252 credits / callAvailable