WebLens

MCP serverWeb & browsing

weblens lets your AI work with the web directly: it can pull content from pages, follow links across a site, and extract the information you need. You pay per call in USDC, and no account or API key is required.

Use WebLens in Claude, ChatGPT or Ahel Desktop

Free. Sign in, add WebLens and connect your AI. About a minute.

Also: Claude Code · Cursor · Codex

Then ask your AI: use the preview endpoint tool from WebLens

Details

Available today. Use it from your connected AI after setup.

Add weblens, then ask your AI to scrape, crawl, map, or extract from a page or site you care about. Each call is paid in USDC, so there is nothing to sign up for first.

WebLensStart free

What your AI can do with it

  • Scrape content from web pages
  • Crawl websites by following their links
  • Map the structure of a website
  • Extract data from pages

Install WebLens

The server’s own address, for the clients that take one directly. Or connect Ahel once and every client you use reads it from one address, with the account kept on Ahel rather than in each client’s config.

  • Claude Code

    claude mcp add --transport http --scope user weblens 'https://api.weblens.dev/mcp'

    Run it once in your project, then open /mcp to approve any sign-in the server asks for.

  • Claude Desktop

    https://api.weblens.dev/mcp

    Add a custom connector in Settings, paste this address, and approve the sign-in.

  • Cursor

    cursor://anysphere.cursor-deeplink/mcp/install?name=weblens&config=eyJ1cmwiOiJodHRwczovL2FwaS53ZWJsZW5zLmRldi9tY3AifQ==

    Open the link and Cursor adds the server at that address.

  • ChatGPT

    https://api.weblens.dev/mcp

    In Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.

  • Codex

    codex mcp add weblens --url 'https://api.weblens.dev/mcp'

    Run it once, then sign in with codex mcp login weblens if the server asks for an account.

From the project's README

As published by vasilistotskas/weblens in README.md.

Premium web intelligence API for AI agents, with x402 micropayments. No accounts, no API keys — pay per request in USDC on Base.

🌐 Live API: https://api.weblens.dev 📖 Interactive docs: https://api.weblens.dev/docs 🤖 Agent guide: https://api.weblens.dev/llms.txt 🔎 Marketplace: listed on x402scan

Try it free, right now

No wallet, no signup — these are rate limited to 10 requests/hour per IP:

curl https://api.weblens.dev/r/https://example.com     # any page as markdown
curl https://api.weblens.dev/s/cloudflare+workers      # web search

Preview before you pay (free)

An agent shouldn't have to buy a call to learn what it returns. POST /preview is free and answers that up front — the live price, a one-line summary, and a real sample of the exact response shape:

curl -X POST https://api.weblens.dev/preview \
  -H "Content-Type: application/json" \
  -d '{"endpoint": "/answer"}'
{
  "endpoint": "/answer",
  "price": "$0.05",
  "currency": "USD",
  "summary": "A direct answer with inline [n] citations to real sources.",
  "sample": { "query": "...", "answer": "...", "citations": [], "confidence": 0.92 },
  "sampleType": "recorded",
  "livePreviewAvailable": false,
  "livePreviewHint": "This endpoint calls a paid upstream provider, so free live previews are not offered — the recorded sample shows the exact response shape."
}

Live vs recorded. A real, truncated live preview runs only for endpoints whose marginal cost is a plain fetch — currently /fetch/basic, /contents and /map — and only when you pass a url. Everything else is backed by a metered upstream (SerpAPI, Anthropic); running those free would burn upstream credits, so they return the recorded sample, which still shows every field name and type. An endpoint that isn't sold returns 404.

# live: the first 500 chars of the real result, for free
curl -X POST https://api.weblens.dev/preview \
  -H "Content-Type: application/json" \
  -d '{"endpoint": "/fetch/basic", "url": "https://example.com"}'

Rate limited to 10 requests/hour per IP like the rest of the free tier.

ERC-8004: receipts and feedback

ERC-8004 (Trustless Agents) keeps compact signals on-chain and the detailed documents off-chain. WebLens hosts the off-chain half — the part a service operator can run without deploying a contract. To be precise about what that is and isn't: WebLens is not registered on-chain, holds no agent id, and writes nothing to any registry.

EndpointWhat it gives you
GET /.well-known/agent-registration.jsonThe ERC-8004 registration document: name, description, image, services, x402Support, payment info, feedback endpoints. registrations is empty (no on-chain registration) and supportedTrust is ["feedback"].
GET /receipts/{requestId}The receipt for a paid call — endpoint, status, outcome, price, payment method, network, pay-to. Every paid response returns X-Receipt-Id and X-Receipt-Url headers pointing here. Kept 30 days.
POST /feedbackHost a feedback document you author; returns {feedbackURI, feedbackHash} (keccak-256), the pair giveFeedback() expects. Required fields: agentRegistry, agentId, clientAddress, createdAt, value, valueDecimals — a missing one returns 400 naming it.
GET /feedback/{id}Serves that document byte-for-byte, so its keccak-256 hash matches the feedbackHash you were given. This URL is the feedbackURI.

Two more things worth stating plainly:

  • A receipt's mac is a symmetric HMAC tag (the same construction as proof-of-context). Only a holder of the key can verify it — it is not a third-party-verifiable signature, and nothing here is trustless.
  • The buyer authors the feedback document and posts giveFeedback() themselves. WebLens only hosts the document verbatim and returns its hash; it never authors, edits, or submits feedback.

Endpoints

All paid endpoints are POST with a JSON body. Prices are per request in USDC.

Core

EndpointDescriptionPrice
/fetch/basicFetch a webpage as clean markdown$0.002
/fetch/proFetch with full JavaScript rendering (SPAs)$0.006
/fetch/resilientAuto-fallback: native scraper → headless Chromium$0.008
/contentsBulk page text for 1–20 URLs$0.0015/URL
/screenshotCapture a webpage screenshot (PNG)$0.008
/batch/fetchFetch 2–20 URLs in parallel$0.0015/URL
/mapDiscover a site's URLs (sitemaps + links, no page fetches)$0.004
/domainRegistration + DNS + SaaS stack + risk signals for a domain$0.005
/techDetect a site's framework, CMS, CDN, analytics and payments stack$0.005
/packagenpm/PyPI package health: deprecation, downloads, maintenance$0.003
/discussionsHacker News stories on a topic, with aggregates$0.004
/intel/projectOff-chain project due diligence: domain age, team/whitepaper, contract cross-check, A–F grade$0.05
/crawlBounded whole-site crawl → markdown per page$0.0015/page

Search

EndpointDescriptionPrice
/searchReal-time web search (includeContent adds page markdown, +$0.0015/result)$0.015
/search/newsGoogle News articles with source and date$0.015
/search/imagesImage results with dimensions and source pages$0.015
/search/placesLocal businesses: address, rating, phone, coordinates$0.045
/search/shoppingProducts with prices, sellers, ratings$0.015
/search/scholarAcademic papers with citation counts$0.015
/search/autocompleteQuery suggestions (keyword/intent research)$0.015
/search/trendsInterest-over-time timeline$0.015

Social

EndpointDescriptionPrice
/social/youtube/transcriptFull video transcript with timestamps$0.03

Extraction & research

EndpointDescriptionPrice
/extractStructured extraction against a JSON schema$0.03
/extract/smartNatural-language extraction (no schema needed)$0.035
/pdfExtract text and metadata from a PDF$0.004
/answerGrounded answer with inline [n] citations$0.05
/researchSearch + fetch + AI summary with sources$0.08
/research/deepMulti-step cited research: sub-questions → search each → answer with inline [n] citations$0.20–$0.35
/compareCompare 2–3 webpages with AI analysis$0.05

/research/deep is the only long-running endpoint: it plans sub-questions, runs a web search per sub-question, fetches and dedupes the sources, then synthesizes a cited answer — all in one synchronous call. A standard run (3 sub-questions, 8 sources, $0.20) takes roughly 30–60 seconds; deep (5 sub-questions, 12 sources, $0.35) takes longer. Set a generous HTTP timeout (120s+) and don't retry on a client timeout, or you'll pay twice.

Intelligence

EndpointDescriptionPrice
/intel/site-auditSEO / performance / security audit$0.75
/intel/companyCompany deep dive$1.00
/intel/marketMarket research report$5.00
/intel/competitiveCompetitive analysis with SWOT$8.00

Utility

EndpointDescriptionPrice
/memory/setPersistent key-value storage for agents$0.001
/monitor/createURL change monitor with webhooks$0.01 + $0.001/check
/credits/buyPrepay credits (bonus 20–40% at $10/$50/$100)$2–$1000

Free and unauthenticated: /, /health, /docs, /openapi.json, /llms.txt, /discovery, /.well-known/x402, /mcp, /r/{url}, /s/{query}, /free/fetch, /free/search, /preview, /.well-known/agent-registration.json, /receipts/{requestId}, /feedback, /feedback/{id}.

Dynamically-priced endpoints (/fetch/pro, /extract) apply a complexity multiplier — up to 3× for bot-protected domains. Cached responses on the fetch family are 70% cheaper. The exact price is always in the 402 challenge.

Use with AI agents (MCP)

Remote HTTP — nothing to install:

{ "mcpServers": { "weblens": { "url": "https://api.weblens.dev/mcp" } } }

Local with automatic payment:

{
  "mcpServers": {
    "weblens": {
      "command": "npx",
      "args": ["-y", "@weblens/mcp"],
      "env": { "PRIVATE_KEY": "0xYourPrivateKeyHere" }
    }
  }
}

See mcp-server/README.md for the full tool list and setup.

API usage

# Fetch a page as markdown
curl -X POST https://api.weblens.dev/fetch/basic \
  -H "Content-Type: application/json" \
  -d '{"url": "https://example.com"}'

# Search, with page content included
curl -X POST https://api.weblens.dev/search \
  -H "Content-Type: application/json" \
  -d '{"query": "latest AI news", "limit": 5, "includeContent": true}'

# Structured extraction
curl -X POST https://api.weblens.dev/extract \
  -H "Content-Type: application/json" \
  -d '{"url": "https://example.com/product",
       "schema": {"title": {"type": "string"}, "price": {"type": "number"}},
       "instructions": "Extract the product title and price"}'

# Crawl a site (pay for the page budget you request)
curl -X POST https://api.weblens.dev/crawl \
  -H "Content-Type: application/json" \
  -d '{"url": "https://example.com", "limit": 10, "maxDepth": 2}'

# Deep research with inline citations (slow — 30-60s, so raise the client timeout)
curl --max-time 120 -X POST https://api.weblens.dev/research/deep \
  -H "Content-Type: application/json" \
  -d '{"query": "How are AI agents using micropayments in 2026?", "depth": "standard"}'

Each returns 402 Payment Required with the price until you attach payment — see below.

How payments work

WebLens implements x402 v2:

  1. POST any paid endpoint with no payment.
  2. Get 402 Payment Required with a PAYMENT-REQUIRED header carrying the price, network, asset, and pay-to address.
  3. Sign a USDC transfer authorization with your wallet.
  4. Retry the same request with a Payment-Signature header.
  5. The payment is verified on-chain and you get your data.

Settlement runs through the PayAI facilitator on Base mainnet. Any x402 v2 client works — @x402/axios, @x402/fetch, or the bundled MCP server, which handles the whole flow for you.

Prepaid credits are an alternative to per-request payment: buy credits with /credits/buy, then send X-CREDIT-WALLET / X-CREDIT-SIGNATURE / X-CREDIT-TIMESTAMP headers. Failed requests are refunded automatically.

Development

pnpm install
pnpm run dev          # local dev server on :8787
pnpm run build        # tsc --noEmit (type check)
pnpm run lint         # eslint
pnpm run test         # vitest (unit + property + workerd integration)
pnpm run deploy       # wrangler deploy (production)

Secrets are set with wrangler, never committed:

wrangler secret put SERP_API_KEY        # search + all verticals + transcripts
wrangler secret put ANTHROPIC_API_KEY   # AI extraction, research, answers, intel
wrangler secret put CDP_API_KEY_ID      # optional: CDP facilitator fallback
wrangler secret put CDP_API_KEY_SECRET
VariablePurpose
PAY_TO_ADDRESSWallet that receives payments (wrangler.toml var)
NETWORKbase (production) or base-sepolia (testnet)
SERP_API_KEYSerpAPI key — search, verticals, YouTube transcripts
ANTHROPIC_API_KEYClaude — extraction, research, answers, intel
SIGNING_PRIVATE_KEYOptional: HMAC key for proof-of-context tags
PAYAI_FACILITATOR_URLOptional: override the facilitator endpoint

Testing against testnet

wrangler dev --env testnet          # Base Sepolia, fake USDC
API_URL=http://localhost:8787 PRIVATE_KEY=0x... npx tsx scripts/test-payment-testnet.ts

Get free testnet USDC from the Circle faucet on Base Sepolia.

Discovery

pnpm run verify-bazaar    # check the x402 discovery extension on every route

/openapi.json doubles as the discovery document for x402scan — it carries info.x-guidance, per-operation x-payment-info, and security: [] on free operations. WebLens is listed on x402scan and indexed in the PayAI facilitator catalog.

Note on the Coinbase CDP Bazaar: it only indexes services whose payments the CDP facilitator itself settles. WebLens uses PayAI as its primary facilitator (CDP has an open Base-mainnet settlement bug, x402#1065), so it does not appear there.

Tech stack

  • Cloudflare Workers — edge runtime, Durable Objects, KV, Browser Rendering
  • Hono — web framework
  • x402 — HTTP-native micropayments
  • Zod — request validation
  • Vitest + fast-check — unit, property, and real-workerd integration tests

Links

License

MIT

Tools it offers (36)

What this server listed when Ahel dialed its public endpoint in Oct 2026, with no key and no account of yours. The names are the server’s own.

  • preview_endpoint
  • fetch_webpage
  • fetch_webpage_pro
  • screenshot
  • search_web
  • search_news
  • search_images
  • search_places
  • search_shopping
  • search_scholar
  • search_autocomplete
  • search_trends
  • youtube_transcript
  • get_contents
  • answer_question
  • extract_data
  • smart_extract
  • research
  • deep_research
  • extract_pdf
  • compare_urls
  • batch_fetch
  • domain_intel
  • project_due_diligence
  • package_intel
  • detect_tech
  • search_discussions
  • map_site
  • crawl_site
  • fetch_resilient

Signals

Last commit
Sep 2026
Advanced
Delivery
weblens MCP server → your Ahel connector (mcp.ahel.ai) → your AI.
Item type
mcp-server
Key
dev-weblens-weblens
Source
github.com/vasilistotskas/weblens
Hosted endpoint
https://api.weblens.dev/mcp