WebLens
mcp remote · streamable-http · v2.1.0 · source: crawl
https://api.weblens.dev/mcp
https://github.com/vasilistotskas/weblens
Scrape, crawl, map and extract the web. Pay per call in USDC, no account or API key.
Works
100
Verified Oct 31, 2026 · p50 799 ms · p95 825 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'weblens' |
| tools_listed | 15 | pass | 26 tools |
| schema_complete | 15 | pass | 26 of 26 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 799 ms |
| latency_p95 | 5 | pass | p95 825 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (26)
| Name | Description | Schema |
|---|---|---|
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 submit | typed |
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 | typed |
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 s | typed |
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 | typed |
youtube_transcript | Full transcript of any YouTube video with timestamps. Accepts a video ID or any YouTube URL. Price: $0.03 | typed |
answer_question | Grounded answer with inline [n] citations: searches the web, fetches sources, and answers strictly from them. Price: $0.05 | typed |
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 / | typed |
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 ( | typed |
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 | typed |
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 compl | typed |
screenshot | Capture high-quality screenshots of any webpage using headless browser. Price: $0.008 | typed |
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 | typed |
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 | typed |
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 | typed |
extract_pdf | Extract text and metadata from PDF documents. Supports page-specific extraction and returns structured content. Price: $0.004 | typed |
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 | typed |
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 | typed |
search_news | Real-time news search via Google News. Returns up to 10 ranked articles with snippet, source, date, and thumbnail. Price: $0.005 | typed |
search_images | Google Images search. Returns direct image URLs with dimensions, thumbnails, and source pages. Price: $0.005 | typed |
search_places | Local business search via Google Places. Returns names, addresses, categories, ratings, reviews, phone numbers, websites, and coordinates. Price: $0.045 | typed |
search_shopping | Google Shopping product search. Returns products with prices, sellers, ratings, and links. Price: $0.005 | typed |
search_scholar | Google Scholar academic search. Returns papers with snippets, publication info, and citation counts. Price: $0.005 | typed |
search_autocomplete | Google Autocomplete suggestions for a partial query. Useful for keyword research and intent discovery. Price: $0.004 | typed |
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, technolo | typed |
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 bo | typed |
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 | typed |
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