WebLens
REMOTE · API.WEBLENS.DEV · SCANNED OCT 15
Scrape, crawl, map and extract the web. Pay per call in USDC, no account or API key.
Available components
How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →
Endpoint Security54
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- Authorisation not fully verified: no authorisation is required to call this server, and 27 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe. See how to fix → View diagnostics → Unverified
- HTTPS enforcement could not be verified: the plaintext port answered with HTTP 405, which proves neither a plaintext path nor enforcement. View diagnostics → Unverified
- The HSTS (Strict-Transport-Security) header is present. View diagnostics → Pass
- DNSSEC is configured correctly; the domain's records validate against the full chain to the root. View diagnostics → Pass
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
Schema Quality & AI Usability71
- AI-judged instruction clarity (good).Pass
- Context-footprint check failed: tool/resource definitions use about 3015 tokens (~111/item across 27 items; 27 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management72
- Stability check failed: schema churn in the 30 days we've observed: 10 tool removals, 0 breaking changes, 0 auth/transport breaks, 1 additions. See how to fix → Fail
Tool Coverage100
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 100% of tool parameters carry a description.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 27 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 27 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities60
- Spec-recency check failed: implements MCP spec 2025-06-18; the latest is 2026-07-28. See how to fix → Fail
How do I install the WebLens MCP server?
WebLens is a hosted endpoint at https://api.weblens.dev/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
remote · api.weblens.dev
claude mcp add --transport http dev-weblens-weblens 'https://api.weblens.dev/mcp'
{
"mcpServers": {
"dev-weblens-weblens": {
"url": "https://api.weblens.dev/mcp"
}
}
} {
"servers": {
"dev-weblens-weblens": {
"type": "http",
"url": "https://api.weblens.dev/mcp"
}
}
} [mcp_servers.dev-weblens-weblens] url = "https://api.weblens.dev/mcp"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"dev-weblens-weblens": {
"type": "remote",
"url": "https://api.weblens.dev/mcp",
"enabled": true
}
}
} openclaw mcp add dev-weblens-weblens --url 'https://api.weblens.dev/mcp' --transport streamable-http
mcp_servers:
dev-weblens-weblens:
url: "https://api.weblens.dev/mcp" {
"McpServers": {
"dev-weblens-weblens": {
"Transport": "http",
"Url": "https://api.weblens.dev/mcp"
}
}
} assistant mcp add dev-weblens-weblens -t streamable-http -u 'https://api.weblens.dev/mcp'
{
"mcpServers": {
"dev-weblens-weblens": {
"type": "http",
"url": "https://api.weblens.dev/mcp"
}
}
} The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 14 Oct 26 −6
- Stability: pass → fail ▼ security
- A breaking change shipped without a version bump: still 2.1.0 ▼ security
- Tool “batch_fetch” was removed ▼ security
- Tool “compare_urls” was removed ▼ security
- Tool “intel_company” was removed ▼ security
- Tool “intel_competitive” was removed ▼ security
- Tool “intel_market” was removed ▼ security
- Tool “intel_site_audit” was removed ▼ security
- Tool “memory_set” was removed ▼ security
- Tool “monitor_create” was removed ▼ security
- Tool “research” was removed ▼ security
- Tool “smart_extract” was removed ▼ security
- Tool “answer_question” rewrote its description, which is the text the model reads security
- Tool “crawl_site” rewrote its description, which is the text the model reads security
- Tool “deep_research” rewrote its description, which is the text the model reads security
- Tool “detect_tech” rewrote its description, which is the text the model reads security
- Tool “domain_intel” rewrote its description, which is the text the model reads security
- Tool “extract_data” rewrote its description, which is the text the model reads security
- Tool “extract_pdf” rewrote its description, which is the text the model reads security
- Tool “fetch_resilient” rewrote its description, which is the text the model reads security
- Tool “fetch_webpage” rewrote its description, which is the text the model reads security
- Tool “fetch_webpage_pro” rewrote its description, which is the text the model reads security
- Tool “get_contents” rewrote its description, which is the text the model reads security
- Tool “map_site” rewrote its description, which is the text the model reads security
- Tool “package_intel” rewrote its description, which is the text the model reads security
- Tool “project_due_diligence” rewrote its description, which is the text the model reads security
- Tool “screenshot” rewrote its description, which is the text the model reads security
- Tool “search_autocomplete” rewrote its description, which is the text the model reads security
- Tool “search_discussions” rewrote its description, which is the text the model reads security
- Tool “search_images” rewrote its description, which is the text the model reads security
- Tool “search_news” rewrote its description, which is the text the model reads security
- Tool “search_places” rewrote its description, which is the text the model reads security
- Tool “search_scholar” rewrote its description, which is the text the model reads security
- Tool “search_shopping” rewrote its description, which is the text the model reads security
- Tool “search_trends” rewrote its description, which is the text the model reads security
- Tool “search_web” rewrote its description, which is the text the model reads security
- Tool “youtube_transcript” rewrote its description, which is the text the model reads security
- Schema quality: pass → fail ▼ functional
- Schema quality: excellent → good functional
- New tool “company_profile” functional
- “extract_pdf” added an optional parameter “pages” cosmetic
- “fetch_resilient” added an optional parameter “cache” cosmetic
- “fetch_resilient” added an optional parameter “cacheTtl” cosmetic
- “fetch_resilient” added an optional parameter “waitFor” cosmetic
- “fetch_webpage” added an optional parameter “waitFor” cosmetic
- “fetch_webpage_pro” added an optional parameter “cache” cosmetic
- “fetch_webpage_pro” added an optional parameter “cacheTtl” cosmetic
- “preview_endpoint” added an optional parameter “domain” cosmetic
- “screenshot” added an optional parameter “selector” cosmetic
- “screenshot” added an optional parameter “timeout” cosmetic
- “answer_question” reworded the description of “sources” cosmetic
- “crawl_site” reworded the description of “exclude” cosmetic
- “crawl_site” reworded the description of “include” cosmetic
- “crawl_site” reworded the description of “limit” cosmetic
- “crawl_site” reworded the description of “maxChars” cosmetic
- “crawl_site” reworded the description of “maxDepth” cosmetic
- “crawl_site” reworded the description of “respectRobots” cosmetic
- “crawl_site” reworded the description of “timeout” cosmetic
- “crawl_site” reworded the description of “url” cosmetic
- “deep_research” reworded the description of “depth” cosmetic
- “deep_research” reworded the description of “query” cosmetic
- “domain_intel” reworded the description of “domain” cosmetic
- “extract_data” reworded the description of “instructions” cosmetic
- “extract_data” reworded the description of “schema” cosmetic
- “extract_data” reworded the description of “url” cosmetic
- “extract_pdf” reworded the description of “url” cosmetic
- “fetch_resilient” reworded the description of “timeout” cosmetic
- “fetch_resilient” reworded the description of “url” cosmetic
- “fetch_webpage” reworded the description of “cache” cosmetic
- “fetch_webpage” reworded the description of “cacheTtl” cosmetic
- “fetch_webpage” reworded the description of “timeout” cosmetic
- “fetch_webpage” reworded the description of “url” cosmetic
- “fetch_webpage_pro” reworded the description of “timeout” cosmetic
- “fetch_webpage_pro” reworded the description of “url” cosmetic
- “fetch_webpage_pro” reworded the description of “waitFor” cosmetic
- “get_contents” reworded the description of “maxChars” cosmetic
- “get_contents” reworded the description of “timeout” cosmetic
- “get_contents” reworded the description of “urls” cosmetic
- “map_site” reworded the description of “exclude” cosmetic
- “map_site” reworded the description of “include” cosmetic
- “map_site” reworded the description of “limit” cosmetic
- “map_site” reworded the description of “timeout” cosmetic
- “map_site” reworded the description of “url” cosmetic
- “package_intel” reworded the description of “name” cosmetic
- “package_intel” reworded the description of “registry” cosmetic
- “preview_endpoint” reworded the description of “url” cosmetic
- “project_due_diligence” reworded the description of “chain” cosmetic
- “project_due_diligence” reworded the description of “domain” cosmetic
- “project_due_diligence” reworded the description of “tokenAddress” cosmetic
- “screenshot” reworded the description of “fullPage” cosmetic
- “screenshot” reworded the description of “height” cosmetic
- “screenshot” reworded the description of “url” cosmetic
- “screenshot” reworded the description of “width” cosmetic
- “search_autocomplete” reworded the description of “limit” cosmetic
- “search_autocomplete” reworded the description of “query” cosmetic
- “search_discussions” reworded the description of “limit” cosmetic
- “search_discussions” reworded the description of “sort” cosmetic
- “search_images” reworded the description of “limit” cosmetic
- “search_images” reworded the description of “query” cosmetic
- “search_news” reworded the description of “limit” cosmetic
- “search_news” reworded the description of “query” cosmetic
- “search_places” reworded the description of “limit” cosmetic
- “search_places” reworded the description of “query” cosmetic
- “search_scholar” reworded the description of “limit” cosmetic
- “search_scholar” reworded the description of “query” cosmetic
- “search_shopping” reworded the description of “limit” cosmetic
- “search_shopping” reworded the description of “query” cosmetic
- “search_web” reworded the description of “contentChars” cosmetic
- “search_web” reworded the description of “contentResults” cosmetic
- “search_web” reworded the description of “includeContent” cosmetic
- “search_web” reworded the description of “limit” cosmetic
- 28 Sept 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 25 Sept 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 3 Sept 26 0
- Stability: 0.97 → pass security
- 26 Aug 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 11 Aug 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 6 Aug 26 0
- Schema quality: good → excellent functional
- New tool “project_due_diligence” functional
- 5 Aug 26 0
- Stability: unverified → 0.03 ▲ functional
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 15 Oct 2026 · Probed https://api.weblens.dev/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=weblens.dev | CN=WE1,O=Google Trust Services,C=US | 20 Sept 2026 | 19 Dec 2026 | ECDSA 256 | ECDSA-SHA256 | 6dc2bac29762100913f00d2da6036cfa |
| SANs: weblens.dev, api.weblens.dev | ||||||
| CN=WE1,O=Google Trust Services,C=US (CA) | CN=GTS Root R4,O=Google Trust Services LLC,C=US | 13 Dec 2023 | 20 Feb 2029 | ECDSA 256 | ECDSA-SHA384 | 7ff31977972c224a76155d13b6d685e3 |
| CN=GTS Root R4,O=Google Trust Services LLC,C=US (CA) | CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE | 15 Nov 2023 | 28 Jan 2028 | ECDSA 384 | SHA256-RSA | 7fe530bf331343bedd821610493d8a1b |
Background: What to check on a remote MCP endpoint →
DNSSEC secure
Validation of api.weblens.dev. — Secure
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| dev. | present | 60074 | 8 | Verified |
| weblens.dev. | present | 2371 | 13 | Verified |
| api.weblens.dev. | Verified address RRset verified with the apex keys |
Authentication No authorisation required
The endpoint answered without asking for a token. Anyone who knows the URL can reach it.
| Result | No authorisation required |
|---|---|
| HTTP status | 200 |
| Header | Value |
|---|---|
| strict-transport-security | max-age=63072000; includeSubDomains; preload |
| content-security-policy | default-src 'none'; frame-ancestors 'none' |
| x-content-type-options | nosniff |
| x-frame-options | DENY |
| referrer-policy | strict-origin-when-cross-origin |
| permissions-policy | interest-cohort=(), geolocation=(), microphone=(), camera=() |
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://api.weblens.dev/mcp | Verified | 200 | |
| http (plaintext) | http://api.weblens.dev/mcp | Inconclusive | 405 |
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
answer_question ~68
Grounded answer with inline [n] citations: searches the web, fetches sources, and answers strictly from them. Price: $0.05
| Name | Type | Req | Description |
|---|---|---|---|
| query | string | yes | The question to answer |
| sources | number | – | How many web sources to search, fetch, and cite |
No output schema declared.
No examples provided.
company_profile ~176
A company profile from its domain, read live from its own site: what it sells and to whom, pricing model and plans from its pricing page, open roles from its public Greenhouse/Lever/Ashby board, tech stack, socials, security.txt contacts, and the domain's registrar, age, email provider, SaaS vendors and SPF/DMARC posture. Each AI-read field names its source page. Price: $0.05 (70% off when served from cache)
| Name | Type | Req | Description |
|---|---|---|---|
| cache | boolean | – | Serve a cached copy when one exists (cached responses are 70% off) |
| cacheTtl | number | – | How long to cache this response, in seconds |
| domain | string | yes | The company's website domain, e.g. "vercel.com". A full URL is accepted and reduced to its hostname. |
No output schema declared.
No examples provided.
crawl_site ~207
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
| Name | Type | Req | Description |
|---|---|---|---|
| exclude | array | – | Skip URLs whose path+query contains one of these |
| include | array | – | Only crawl URLs whose path+query contains one of these |
| limit | number | – | Page budget — you are charged per requested page |
| maxChars | number | – | Per-page content character cap |
| maxDepth | number | – | Link depth from the start URL (0 = start page only) |
| respectRobots | boolean | – | Honour robots.txt (default true; disable only for sites you control) |
| timeout | number | – | Request timeout in milliseconds |
| url | string | yes | The URL to process |
No output schema declared.
No examples provided.
deep_research ~221
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.
| Name | Type | Req | Description |
|---|---|---|---|
| depth | string | – | 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. |
| query | string | yes | The research question |
No output schema declared.
No examples provided.
detect_tech ~71
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
| Name | Type | Req | Description |
|---|---|---|---|
| url | string | yes | Site URL to fingerprint |
No output schema declared.
No examples provided.
domain_intel ~116
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
| Name | Type | Req | Description |
|---|---|---|---|
| domain | string | yes | Domain to inspect, e.g. "stripe.com". A full URL is accepted and reduced to its hostname. |
No output schema declared.
No examples provided.
extract_data ~79
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
| Name | Type | Req | Description |
|---|---|---|---|
| instructions | string | – | Natural language extraction hints |
| schema | object | yes | JSON schema for extraction |
| url | string | yes | The URL to process |
No output schema declared.
No examples provided.
extract_pdf ~59
Extract text and metadata from PDF documents. Supports page-specific extraction and returns structured content. Price: $0.004
| Name | Type | Req | Description |
|---|---|---|---|
| pages | array | – | Page numbers to extract (omit for every page) |
| url | string | yes | The URL to process |
No output schema declared.
No examples provided.
fetch_resilient ~161
Resilient fetch with automatic fallback. Tries the fast native scraper first, then re-fetches through headless Chromium for client-rendered pages and sites that refuse bare HTTP clients. The response reports which tier served it. Price: $0.008 (70% off when served from cache); an x402 payment is at least $0.004
| Name | Type | Req | Description |
|---|---|---|---|
| cache | boolean | – | Serve a cached copy when one exists (cached responses are 70% off) |
| cacheTtl | number | – | How long to cache this response, in seconds |
| timeout | number | – | Request timeout in milliseconds |
| url | string | yes | The URL to process |
| waitFor | string | – | CSS selector to wait for (Pro tier only) |
No output schema declared.
No examples provided.
fetch_webpage ~141
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
| Name | Type | Req | Description |
|---|---|---|---|
| cache | boolean | – | Serve a cached copy when one exists (cached responses are 70% off) |
| cacheTtl | number | – | How long to cache this response, in seconds |
| timeout | number | – | Request timeout in milliseconds |
| url | string | yes | The URL to process |
| waitFor | string | – | CSS selector to wait for (Pro tier only) |
No output schema declared.
No examples provided.
fetch_webpage_pro ~159
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
| Name | Type | Req | Description |
|---|---|---|---|
| cache | boolean | – | Serve a cached copy when one exists (cached responses are 70% off) |
| cacheTtl | number | – | How long to cache this response, in seconds |
| timeout | number | – | Request timeout in milliseconds |
| url | string | yes | The URL to process |
| waitFor | string | – | CSS selector to wait for (Pro tier only) |
No output schema declared.
No examples provided.
get_contents ~99
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
| Name | Type | Req | Description |
|---|---|---|---|
| maxChars | number | – | Per-page content character cap |
| timeout | number | – | Request timeout in milliseconds |
| urls | array | yes | Pages to fetch |
No output schema declared.
No examples provided.
map_site ~111
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
| Name | Type | Req | Description |
|---|---|---|---|
| exclude | array | – | Skip URLs whose path+query contains one of these |
| include | array | – | Only URLs whose path+query contains one of these |
| limit | number | – | Maximum URLs to return |
| timeout | number | – | Request timeout in milliseconds |
| url | string | yes | The URL to process |
No output schema declared.
No examples provided.
package_intel ~127
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
| Name | Type | Req | Description |
|---|---|---|---|
| name | string | yes | Package name, e.g. "express" or "@scope/pkg" (npm), "requests" (PyPI) |
| registry | string | – | Which registry to look in (default npm) |
No output schema declared.
No examples provided.
preview_endpoint ~163
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; SerpAPI- and Anthropic-backed endpoints return the recorded sample only, because free live runs there would burn upstream credits. Price: free
| Name | Type | Req | Description |
|---|---|---|---|
| domain | string | – | For /domain only: run a real, summarised preview of this domain |
| endpoint | string | yes | Paid endpoint path to preview, e.g. "/answer" |
| url | string | – | For fetch-backed endpoints only: run a real truncated preview of this URL |
No output schema declared.
No examples provided.
project_due_diligence ~180
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
| Name | Type | Req | Description |
|---|---|---|---|
| chain | string | – | Optional chain label for the token address, e.g. "base", "ethereum", "solana" |
| domain | string | yes | Project website, e.g. "example.org". A full URL is reduced to its hostname. |
| tokenAddress | string | – | Optional contract/token address to cross-check against the addresses printed on the site |
No output schema declared.
No examples provided.
screenshot ~102
Capture high-quality screenshots of any webpage using headless browser. Price: $0.008
| Name | Type | Req | Description |
|---|---|---|---|
| fullPage | boolean | – | Capture the whole scrollable page, not just the viewport |
| height | number | – | Viewport height in pixels |
| selector | string | – | CSS selector to capture |
| timeout | number | – | Request timeout in milliseconds |
| url | string | yes | The URL to process |
| width | number | – | Viewport width in pixels |
No output schema declared.
No examples provided.
search_autocomplete ~53
Google Autocomplete suggestions for a partial query. Useful for keyword research and intent discovery. Price: $0.015
| Name | Type | Req | Description |
|---|---|---|---|
| limit | number | – | Maximum results to return |
| query | string | yes | Search query |
No output schema declared.
No examples provided.
search_discussions ~111
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
| Name | Type | Req | Description |
|---|---|---|---|
| limit | number | – | Stories to return (1-50, default 10) |
| query | string | yes | What to search Hacker News for |
| sort | string | – | Rank by relevance (default) or newest first |
No output schema declared.
No examples provided.
search_images ~52
Google Images search. Returns direct image URLs with dimensions, thumbnails, and source pages. Price: $0.015
| Name | Type | Req | Description |
|---|---|---|---|
| limit | number | – | Maximum results to return |
| query | string | yes | Search query |
No output schema declared.
No examples provided.
search_news ~54
Real-time news search via Google News. Returns ranked articles with source, date, and thumbnail. Price: $0.015
| Name | Type | Req | Description |
|---|---|---|---|
| limit | number | – | Maximum results to return |
| query | string | yes | Search query |
No output schema declared.
No examples provided.
search_places ~87
Local business search via Google Local. Returns names, addresses, ratings, reviews, phone numbers, websites, and coordinates. Price: $0.045
| Name | Type | Req | Description |
|---|---|---|---|
| limit | number | – | Maximum results to return |
| location | string | – | Free-text location bias, e.g. "Austin, Texas" |
| query | string | yes | What to search for, e.g. "coffee shops" |
No output schema declared.
No examples provided.
search_scholar ~54
Google Scholar academic search. Returns papers with snippets, publication info, and citation counts. Price: $0.015
| Name | Type | Req | Description |
|---|---|---|---|
| limit | number | – | Maximum results to return |
| query | string | yes | Search query |
No output schema declared.
No examples provided.
search_shopping ~53
Google Shopping product search. Returns products with prices, sellers, ratings, and links. Price: $0.015
| Name | Type | Req | Description |
|---|---|---|---|
| limit | number | – | Maximum results to return |
| query | string | yes | Search query |
No output schema declared.
No examples provided.
search_trends ~84
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
| Name | Type | Req | Description |
|---|---|---|---|
| query | string | yes | Topic to get trend data for |
No output schema declared.
No examples provided.
search_web ~143
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: $0.015, plus $0.0015 per result page fetched with includeContent
| Name | Type | Req | Description |
|---|---|---|---|
| contentChars | number | – | Per-page content character cap |
| contentResults | number | – | How many top results to fetch content for (when includeContent) |
| includeContent | boolean | – | Also fetch the top result pages as markdown (+$0.0015 per fetched result) |
| limit | number | – | Maximum results to return |
| query | string | yes | Search query |
No output schema declared.
No examples provided.
youtube_transcript ~84
Full transcript of any YouTube video with timestamps. Accepts a video ID or any YouTube URL. Price: $0.03
| Name | Type | Req | Description |
|---|---|---|---|
| lang | string | – | Transcript language code (default: video default) |
| videoId | string | yes | YouTube video ID (e.g. dQw4w9WgXcQ) or full video URL |
No output schema declared.
No examples provided.
What is the WebLens MCP server?
WebLens is an MCP server listed in the public MCP registry as dev.weblens/weblens. Scrape, crawl, map and extract the web. Pay per call in USDC, no account or API key. This page covers its hosted endpoint (https://api.weblens.dev/mcp).
Is the WebLens MCP server safe to use?
WebLens scores 71 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the WebLens MCP server expose?
WebLens exposes 27 tools: preview_endpoint, fetch_webpage, fetch_webpage_pro, fetch_resilient, screenshot, and 22 more. Their descriptions and schemas cost roughly 3,015 tokens of context every time the server is loaded.
Does the WebLens MCP server require authentication?
No. We connected to WebLens without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.
Is the WebLens MCP server still maintained?
WebLens is still listed as active in the MCP registry. We last reached this channel on 15 October 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.