WebLens

Scrape, crawl, map and extract the web.

Community: Submitted by a user or imported; check the owner before granting accessOnlineNo sign-inGlobalFreeRead-only

What it can do

    What data it sees

    Do you need an account

    No: the server works without sign-in

    Scrape, crawl, map and extract the web. Pay per call in USDC, no account or API key.

    Server tool list (36)

    Raw names from tools/list. Only developers need these.

    preview_endpointFREE. See what a paid WebLens endpoint costs and what it returns before paying: the live price, a one-line summary, and a recorded sample of the exact response shape. Endpoints with no paid upstream (/fetch/basic, /contents, /map) also run a real truncated LIVE preview when you pass a url; SerpAPI- and Anthropic-backed endpoints return the recorded sample only, because free live runs there would burn upstream credits. Price: free
    fetch_webpageFetch and convert a webpage to clean markdown. Fast, no JavaScript rendering. Price: $0.002
    fetch_webpage_proFetch webpage with full JavaScript rendering. Use for SPAs and dynamic content. Price: $0.006
    screenshotCapture a screenshot of a webpage. Returns base64 PNG image. Price: $0.008
    search_webSearch the web and get real-time results with snippets. Set includeContent to also fetch the top result pages as markdown (+$0.0015/result). Price: $0.015
    search_newsSearch Google News for real-time articles with source, date, and thumbnail. Price: $0.015
    search_imagesSearch Google Images for direct image URLs with dimensions, thumbnails, and source pages. Price: $0.015
    search_placesSearch local businesses via Google Local: names, addresses, ratings, reviews, phone, website, coordinates. Price: $0.045
    search_shoppingSearch Google Shopping for products with prices, sellers, ratings, and links. Price: $0.015
    search_scholarSearch Google Scholar for academic papers with snippets, publication info, and citation counts. Price: $0.015
    search_autocompleteGet Google Autocomplete suggestions for a partial query — keyword research and intent discovery. Price: $0.015
    search_trendsGet Google Trends interest-over-time timeline for a query. Price: $0.015
    youtube_transcriptGet the full transcript of a YouTube video with timestamps. Accepts a video ID or any YouTube URL. Price: $0.03
    get_contentsFetch 1-20 URLs and get clean markdown per page, truncated to a character cap. Price: $0.0015/URL
    answer_questionGet a grounded answer with inline [n] citations: searches the web, fetches sources, and answers strictly from them. Price: $0.05
    extract_dataExtract structured data from a webpage using a JSON schema. AI-powered extraction. Price: $0.03
    smart_extractExtract data using natural language. AI understands what you want. Price: $0.035
    researchOne-stop research: searches web, fetches top results, and summarizes findings. Price: $0.08
    deep_researchMulti-step cited research in one call: plans sub-questions, searches each, fetches and dedupes sources, then synthesizes an answer with inline [n] citations, key findings, and gaps. Unlike `research` ($0.08, one search + summary) this decomposes the question and cites every claim. SLOW: a standard run takes ~30-60 seconds — use a generous client timeout and do not retry on timeout. Price: $0.20 standard (3 sub-questions, 8 sources) / $0.35 deep (5 sub-questions, 12 sources)
    extract_pdfExtract text and metadata from a PDF document. Price: $0.004
    compare_urlsCompare 2-3 webpages and get AI-generated analysis of differences. Price: $0.05
    batch_fetchFetch multiple URLs in parallel. Efficient for bulk operations. Price: $0.0015/URL
    domain_intelEverything about a domain in one call: who registered it and when, when it expires, its DNS records, the mail and DNS providers behind them, the SaaS vendors its TXT verification tokens reveal (Google Workspace, Microsoft 365, Salesforce, Atlassian, Okta, …), SPF/DMARC posture, and risk flags like newly-registered or no-registrar-lock. Use for vendor due diligence, security triage, phishing checks and prospect research. Price: $0.005
    project_due_diligenceOff-chain due diligence on a project's web presence — the half an on-chain rug checker cannot see. Returns domain age and registrar, whether a team page, whitepaper, docs and socials exist, whether the site is an off-the-shelf template, and a cross-check of a contract address against the addresses actually printed on the project's own website (a mismatch is a strong impersonation signal). Gives weighted risk signals and an A-F grade. Reads NOTHING on-chain — pair it with a contract/liquidity checker. Price: $0.05
    package_intelShould you depend on this package? One call returns version, license, deprecation status WITH the maintainer's reason, weekly/monthly downloads, last release date, maintainer count, npm's quality/popularity/maintenance scores, and health signals (deprecated, no-recent-release, no-license, single-maintainer, no-public-repository). Supports npm and PyPI. Price: $0.003
    detect_techWhat a website is built and run on, from a single fetch: framework, CMS, ecommerce platform, CDN, analytics, payments, support widgets and web server — each reported with the response header or HTML marker that proves it. Use for competitive research, sales prospecting and vendor due diligence. Price: $0.005
    search_discussionsWhat Hacker News said about a topic: matching stories with points, comment counts and links to the threads, plus aggregates — total matches, points and comments returned, most-submitted domains, and when it was first and last discussed. Price: $0.004
    map_siteDiscover a site's URLs without fetching page content — reads robots.txt sitemap directives, sitemap.xml and nested sitemap indexes, falling back to homepage link extraction. Price: $0.004
    crawl_siteCrawl a site and get clean markdown for every page in one synchronous call (no polling). Same-host BFS with depth and page-budget limits, robots.txt honoured by default. Price: $0.0015 per requested page (1-25) — you are billed for the requested budget, not the pages returned
    fetch_resilientResilient fetch with automatic fallback: native scraper first, then headless Chromium for JS-rendered or bot-walled pages. Price: $0.008
    intel_companyCompany intelligence deep dive: tech stack, funding, team, competitors, news. Price: $1.00
    intel_marketAI-powered market research report with trends, key players, and data points. Price: $5.00
    intel_competitiveCompetitive analysis: feature matrix, pricing, SWOT analysis. Price: $8.00
    intel_site_auditComprehensive SEO, performance, and security audit with scoring. Price: $0.75
    monitor_createCreate a URL change detection monitor with webhook notifications. Price: $0.01
    memory_setStore key-value data in persistent agent memory. Price: $0.001
    WebLens: connect to Claude, ChatGPT, Cursor · Connectors.fun