WebLens

Server Details

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

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Status: Healthy
Uptime: 100.0% over the last 24 hours
Last Tested: 2026-11-14 18:55
Transport: Streamable HTTP · MCP 2025-06-18
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Server Listing: WebLens MCP Server
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TDQS

B3.4/5.0

Scored 2026-10-25 18:45 across 26 tools

Disambiguation3/5

Most tools target distinct resources (search_news vs search_images vs search_scholar, domain_intel vs package_intel), but the fetch/crawl family overlaps heavily: fetch_webpage, fetch_webpage_pro, get_contents, crawl_site, map_site, and extract_data all answer 'get page content' with subtle distinctions an agent must infer from pricing and rendering notes. answer_question and deep_research also overlap as citation-grounded Q&A pipelines, differing mainly in depth and cost.

Naming Consistency4/5

All names are snake_case and follow a broadly verb_noun or descriptive-noun pattern (fetch_webpage, search_web, extract_data, crawl_site). Minor deviations exist: several are noun-only (screenshot, domain_intel, package_intel, company_profile, youtube_transcript) and fetch_webpage_pro adds an odd _pro suffix, but nothing is ambiguous or chaotic.

Tool Count3/5

At 26 tools this is above the comfortable 3-15 range and sits at the heavy end of the rubric's 16-25 band. Each tool does map to a distinct upstream capability (nine search engines, six fetch/crawl tools, five intel tools), so it is defensible for a broad web-intel suite, but the surface is large enough that selection cost is real.

Completeness4/5

For a web research and intelligence server the lifecycle is well covered: discovery (map_site), retrieval (fetch/crawl/get_contents), extraction (extract_data, extract_pdf), rendering (fetch_webpage_pro, screenshot), and vertical intel (company, domain, package, project). Gaps are minor rather than blocking: no interactive browser actions (clicks/forms), no non-PDF document extraction, and no batch screenshot or multi-URL structured extraction.

Available Tools

26 tools

answer_questionAInspect

Grounded answer with inline [n] citations: searches the web, fetches sources, and answers strictly from them. Price: $0.05

Inputs: query (required), sources.

company_profileAInspect

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 provider, SaaS vendors and SPF/DMARC posture. Each AI-read field names its source page; coverage flags show what was found. Price: $0.05 (70% off when served from cache)

Inputs: domain (required), cache, cacheTtl.

crawl_siteAInspect

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

Inputs: url (required), limit, exclude, include, +4 more.

deep_researchAInspect

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 sources ($0.35). Default: standard. Price: quick = 1 search / 5 sources ($0.08); standard = 3 sub-questions / 8 sources ($0.20); deep = 5 sub-questions / 12 sources ($0.35). Default: standard.

Inputs: query (required), depth.

detect_techAInspect

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

Inputs: url (required).

domain_intelAInspect

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. Price: $0.005

Inputs: domain (required).

extract_dataBInspect

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

Inputs: url (required), schema (required), instructions.

extract_pdfBInspect

Extract text and metadata from PDF documents. Supports page-specific extraction and returns structured content. Price: $0.004

Inputs: url (required), pages.

fetch_webpageAInspect

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

Inputs: url (required), cache, timeout, waitFor, +1 more.

fetch_webpage_proAInspect

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

Inputs: url (required), cache, timeout, waitFor, +1 more.

get_contentsBInspect

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

Inputs: urls (required), timeout, maxChars.

map_siteAInspect

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

Inputs: url (required), limit, exclude, include, +1 more.

package_intelAInspect

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 $0.004

Inputs: name (required), registry.

preview_endpointAInspect

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- and Anthropic-backed endpoints return the recorded sample only, because free live runs there would burn upstream credits. Price: free

Inputs: endpoint (required), url, domain.

project_due_diligenceAInspect

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 against the addresses actually printed on the project's own website. Returns weighted risk signals and an A-F grade. Reads nothing on-chain. Price: $0.05

Inputs: domain (required), chain, tokenAddress.

screenshotCInspect

Capture high-quality screenshots of any webpage using headless browser. Price: $0.008

Inputs: url (required), width, height, timeout, +2 more.

search_autocompleteAInspect

Google Autocomplete suggestions for a partial query. Useful for keyword research and intent discovery. Price: $0.004