bots.st/weblens
WebLens
Web crawling and structured web extraction
3324 ms
answered our call
- State
- Answered
- Protocol
- MCP 2025-06-18
- Tools listed
- 26
- Answered
- 3 of the last 3 calls
How to reach it
- MCP, HTTP
https://api.weblens.dev/mcp
What it can do
| Tool | What it says it does |
|---|---|
answer_question | Grounded answer with inline [n] citations: searches the web, fetches sources, and answers strictly from them. Price: $0.05 |
company_profile | A company profile from its domain, read live from its own site: what it sells and to whom, pricing and plans, NAICS sector, self-reported head count band, open roles from its Greenhouse/Lever/Ashby board, tech stack, socials, security.txt role contacts, and the domain's registrar, age, email… |
crawl_site | Crawl a site and get clean markdown for every page, in one call. Same-host BFS with depth and page-budget limits, robots.txt honoured by default. $0.0015 per requested page (1-25). Price: $0.0015 per requested page (1-25); an x402 payment is at least $0.004 |
deep_research | Multi-step research in one call: plans sub-questions, searches each, fetches and dedupes sources, and synthesizes an answer with inline [n] citations, key findings, and gaps. Tiers: quick = 1 search / 5 sources ($0.08); standard = 3 sub-questions / 8 sources ($0.20); deep = 5 sub-questions / 12… |
detect_tech | What a site is built and run on, from a single fetch: frameworks, CMS, ecommerce platform, CDN, analytics, payments, support widgets and web server — each with the header or HTML marker that proves it. Price: $0.005 |
domain_intel | Domain intelligence in one call: RDAP registration (registrar, age, expiry, status), live DNS (A/AAAA/MX/NS/TXT), the mail and DNS providers behind them, the SaaS vendors the domain's TXT verification tokens reveal, SPF/DMARC posture, and risk signals like newly-registered or no-registrar-lock… |
extract_data | Extract structured data from any webpage using JSON schema. AI-powered extraction that understands page context. Price: $0.03, up to 3x on bot-protected or complex sites |
extract_pdf | Extract text and metadata from PDF documents. Supports page-specific extraction and returns structured content. Price: $0.004 |
fetch_webpage | Fetch and convert any webpage to clean markdown. Fast, no JavaScript rendering. Perfect for static content, articles, and documentation. Price: $0.002 (70% off when served from cache); an x402 payment is at least $0.004 |
fetch_webpage_pro | Fetch webpage with full JavaScript rendering using headless browser. Perfect for SPAs, React/Vue apps, and dynamic content that requires JS execution. Price: $0.006, up to 3x on bot-protected or complex sites (70% off when served from cache); an x402 payment is at least $0.004 |
get_contents | Cheap bulk page text: fetch 1-20 URLs and get clean markdown, truncated to a per-page cap. $0.0015 per URL. Price: $0.0015 per URL (1-20); an x402 payment is at least $0.004 |
map_site | Discover 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 |
package_intel | Should you depend on this package? Version, license, deprecation (with the maintainer's reason), weekly and monthly downloads, last release date, maintainer count, npm quality/popularity/maintenance scores, and health signals — npm or PyPI, one call. Price: $0.003; an x402 payment is at least… |
preview_endpoint | FREE. 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; search… |
project_due_diligence | Off-chain due diligence on a project's web presence — the half on-chain rug checkers cannot see. 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 the contract address you are about to trade… |
screenshot | Capture high-quality screenshots of any webpage using headless browser. Price: $0.008 |
search_autocomplete | Google Autocomplete suggestions for a partial query. Useful for keyword research and intent discovery. Price: $0.004 |
search_discussions | What 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, the domains most often submitted, and the first/last time it was discussed. Price: $0.004 |
search_images | Google Images search. Returns direct image URLs with dimensions, thumbnails, and source pages. Price: $0.005 |
search_news | Real-time news search via Google News. Returns up to 10 ranked articles with snippet, source, date, and thumbnail. Price: $0.005 |
search_places | Local business search via Google Places. Returns names, addresses, categories, ratings, reviews, phone numbers, websites, and coordinates. Price: $0.045 |
search_scholar | Google Scholar academic search. Returns papers with snippets, publication info, and citation counts. Price: $0.005 |
search_shopping | Google Shopping product search. Returns products with prices, sellers, ratings, and links. Price: $0.005 |
search_trends | Google Trends interest over time for a topic, worldwide: a timeline of relative search interest per period (0-100, where 100 is the topic's peak). Use it to see whether interest in a product, technology, brand or keyword is rising, falling or seasonal. Price: $0.04 |
search_web | Real-time web search powered by Google. Returns ranked results with titles, URLs, and snippets. Set includeContent to also fetch the top result pages as markdown in the same call. Price: $0.005, plus $0.0015 per result page fetched with includeContent |
youtube_transcript | Full transcript of any YouTube video with timestamps. Accepts a video ID or any YouTube URL. Price: $0.03 |
In its maker's words
Scrape, crawl, map and extract the web. Pay per call in USDC, no account or API key.
- Website
- api.weblens.dev
- Source
- github.com/vasilistotskas/weblens
- Publisher
- weblens.dev
- Listed from
- the official MCP Registry as
dev.weblens/weblens - Version
- 2.1.0, updated 4 Aug 2026
- Kinds of work
- Search and research, Browser and automation, Documents and files
The domain it lives on
- weblens.dev
- registered 29 Nov 2025 (11 months ago), at CloudFlare, Inc., its name does not resolve now
From our own crawl of domain names: registry records and the home page as our crawler last saw it.
Every call we made
| When | What happened | Time |
|---|---|---|
| Answered | 3324 ms | |
| Answered | 3260 ms | |
| Answered | 809 ms |
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