Web scraping API and MCP: scrape, crawl and extract with your AI agent

    Let your AI agent scrape any public page, map and crawl a site and extract structured data, with Firecrawl, ScrapeGraphAI, Diffbot, Olostep, Tavily, Linkup and more behind one MCP connection. You pay per page or call from one balance, with no API keys. For research, price checks, lead lists and content audits.

    75 tools and 11 skills that use them. Pay per use from one balance, no API keys.

    Connect your AI AgentSee the tools

    Starting prices. Prices can vary with length and quality. Your AI Agent works out the exact price, runs the tool from your balance and tells you what it cost. Failed uses are free.

    What do you want your agent to do?

    Our web scraping tools and MCPs

    SourceBest forExample, today's priceOfficial MCP
    FirecrawlMapping, crawling and batch-scraping sites into clean MarkdownMap a website, $0.0065 per callYes
    ScrapeGraphAIOne page as Markdown, or JSON from a plain-English promptScrape one web page as Markdown, $0.0052 per callYes
    DiffbotAutomatic extraction of products, articles, jobs and eventsAuto-detect a page type and extract it by URL, $0.0156 per 10 pagesYes
    OlostepScrapes, crawls and site maps ranked for a search queryFind relevant URLs on a website, $0.0026 per callYes
    TavilyCrawl, map and extract in one callCrawl a website, $0.0312 per 10 resultsYes
    LinkupFetching a page or PDF and typed extraction with a schemaExtract structured data from a web page, $0.0026 per callYes
    Context.devCrawls, site maps, scrapes and brand data by domainCrawl a website, $0.033 per 10 pages

    The list also holds scrapers from third-party data providers. For data from one platform, see our Amazon, LinkedIn, Reddit and Google Maps pages.

    How to choose the best web scraping tool or MCP for you

    Page, list or whole site

    Reading one URL, pulling a list and crawling a site are different jobs with different tools. Map the site first and crawl only the section you need.

    Markdown or JSON

    Markdown suits pages your agent reads and summarizes. For spreadsheets and imports, use a tool that returns JSON from a schema or a plain description.

    Static or JavaScript pages

    Some pages only show their content in a browser. If a plain fetch comes back empty, try a tool that renders the page, or a browser agent for pages behind clicks.

    Price per page

    Crawls and batch scrapes are priced per page, so a page limit keeps the cost in check. Ask your agent to start with a few pages and widen from there.

    If you needChooseToday's price
    Clean text of one pageLinkup page fetch$0.0013 per call
    JSON from one pageStructured extraction, provider picked per call$0.013 per call
    Every URL on a siteFirecrawl site map$0.0065 per call
    The text of a site sectionTavily crawl$0.0312 per 10 results
    A short list of URLs in one batchFirecrawl batch scrape$0.065 per page
    Product details from a shop pageDiffbot product extraction$0.0156 per 10 pages
    A task with clicks and formsBrowser agent$0.0208 per step

    Quick picks: Linkup to read a page, the multi-provider extractor for JSON, Firecrawl to map and batch-scrape, Tavily to crawl, and Diffbot for product and article pages.

    Why use Agensi instead of separate web scraping MCPs?

    Firecrawl, ScrapeGraphAI, Diffbot, Olostep, Tavily and Linkup each publish their own MCP server, with their own account and key, and usually their own credits. If one scraper handles every site you need, that is the simplest route. In practice sites differ: one needs a browser to render, another has a ready-made extractor, a third is easiest as plain Markdown. With one connection your agent switches tools per site and pays per page or call from one balance. Failed calls are free.

    What you getOfficial MCP per brandOwn API key or community serverAgensi
    AccountsOne per brandOne per brandOne
    API keysPer brand, or a sign-inPer brand, kept by youNone
    PaymentA plan or credits per brandPer brandOne balance, per use
    Spending controlVariesUp to youLimits per use, day and month, or ask first
    Several sources in one answerConnect several serversSeveral servers and keysOne connection
    Skills for the whole jobNoNoYes, from the marketplace

    When another way is the better choice. A scraper's own API or MCP server is the better choice for large scheduled crawls, where volume pricing, proxy settings and job dashboards in your own account matter. Agensi fits research, price checks and one-off extractions that your agent runs for you.

    Set up in your AI agent

    Connect your AI agent to Agensi once, sign in and click Allow. After that it can use every tool: it runs one from your balance and tells you what it cost. No API keys or provider accounts.

    1. Open Settings, then Connectors, then Browse connectors and add Agensi (or Add custom connector and paste https://mcp.agensi.io/mcp/auth).
    2. Sign in to Agensi and click Allow. One agent per account: connecting a new one disconnects the old one.
    3. Ask for what you want, for example: "Map competitor.com, find its pricing and plan pages, and extract each plan's name, price and features into a table." Top up from $5 if your balance is low; failed uses are free.

    Grok, VS Code, GitHub Copilot, Cline, Kiro and other agents with remote MCP and sign-in work too: see the setup guide.

    What it costs: a worked example

    "Map competitor.com, find its pricing and plan pages, and extract each plan's name, price and features into a table."
    About$0.0455

    At today's starting prices. Your agent works out the exact price for your request and tells you what it cost.

    Combine web scraping tools with skills

    Web scraping API: frequently asked questions

    A web scraping API fetches a web page for you and returns its content as clean text, HTML or structured data, so you don't run a browser or parser yourself. Through Agensi, your AI agent calls these scrapers as MCP tools and pays per page or call from your balance.

    It depends on the site, the data and where you are. Reading public pages is common, but respect robots.txt and each site's terms, and don't collect personal data without a legal basis. This is not legal advice, so check the rules that apply to you before you scrape at scale.

    Often, yes. Several tools render a page in a browser before they return the text, and a browser agent can click and fill in forms. If a page still comes back empty, it may need a login or block automated access, and we would not try to get around that.

    The job decides. We start with Linkup or ScrapeGraphAI to read one page, the multi-provider extractor for JSON, Firecrawl to map and batch-scrape, Tavily for crawls and Diffbot for product and article pages. Your agent can switch between them per site through the same connection.

    Read next

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    Get in touch

    Questions, partnership ideas, or feedback on the platform? Tell us what's working and what isn't, we love to hear from you!

    SR

    Samuel Rose

    Founder & CEO of Agensi

    Email UsBook a Call

    info@agensi.io

    We typically respond within a few hours during business hours.