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Web data for agents: YouTube transcripts, screenshots, Google News, WHOIS, jobs, tech stack, more.

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Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
ChatGPT
–
Claude
–

TDQS

A4.1/5.0

Scored across 9 tools

Disambiguation4/5

Each tool targets a distinct data source or output type, so an agent can generally pick correctly. However, four tools (domain_whois, pqc_scan, tech_stack, contact_details) all operate on a website/domain and could cause brief hesitation in selection, though their descriptions clearly distinguish registration/DNS vs. TLS crypto vs. tech stack vs. contact scraping.

Naming Consistency4/5

All names are uniformly snake_case and descriptive noun phrases (app_store_reviews, tech_stack, youtube_transcript). The convention is not verb_noun as in typical CRUD sets, but it is applied consistently with no mixing of styles or casing.

Tool Count5/5

Nine tools is well within the healthy 3-15 range and each covers a clearly separate capability with no filler. The set is appropriately scoped for a multi-source web data enrichment service.

Completeness4/5

The surface covers a broad range of enrichment sources (reviews, jobs, contacts, WHOIS/DNS, news, TLS, tech stack, screenshots, transcripts) with no obvious dead ends within those domains. A generic web search/SERP tool or a people/profile lookup is arguably missing, but agents can work around this.

Available Tools

9 tools
app_store_reviewsApple App Store reviewsA
Read-only
Inspect

Get Apple App Store reviews for apps (by name, numeric ID or URL) in one or more countries, filtered by rating, keywords and date. Every 25 reviews returned count as one result (rounded up per request).

Inputs: apps (required), since, sortBy, keywords, +4 more.

ats_jobsCompany job openingsA
Read-only
Inspect

List open jobs from company careers pages on Greenhouse, Lever, Ashby, SmartRecruiters and Recruitee in one schema (title, team, location, remote, salary when published, apply URL), with title, location, department and recency filters. Every 3 jobs returned count as one result (rounded up per request).

Inputs: companies (required), locations, remoteOnly, departments, +5 more.

contact_detailsCompany contact detailsA
Read-only
Inspect

Find public emails, phone numbers and social profiles (LinkedIn, X/Twitter, Facebook, Instagram, YouTube) on company websites by crawling up to a few pages of each site. Each website with a successful crawl counts as one result.

Inputs: urls (required), maxPagesPerDomain.

domain_whoisDomain WHOIS & DNS lookupA
Read-only
Inspect

Look up who a domain is registered with, when it was created, when it expires, its status, nameservers and DNSSEC (from RDAP/WHOIS registries), plus A, MX, SPF and DMARC records, and whether it looks available. Every 3 domains with a registry answer count as one result (rounded up per request).

Inputs: domains (required), includeDns.

google_newsGoogle News searchA
Read-only
Inspect

Search Google News for a keyword, company or topic and get articles as structured data (title, link, source, published time). Each article returned counts as one result.

Inputs: query (required), country, language, maxItems.

pqc_scanPost-quantum TLS readiness scanA
Read-only
Inspect

Check whether domains use post-quantum TLS key exchange (X25519MLKEM768 / ML-KEM), which groups they prefer, TLS 1.2/1.3 support, certificate algorithms and expiry, and HSTS, with a letter grade. Each host that answers counts as one result.

Inputs: hosts (required).

tech_stackWebsite tech stackA
Read-only
Inspect

Detect what a website is built with: CMS, ecommerce platform, frameworks, analytics, ad pixels, hosting, CDN, email and DNS provider, with the evidence for each detection. Each website that loads counts as one result.

Inputs: urls (required), includeDns.

website_screenshotWebsite screenshot or PDFA
Read-only
Inspect

Capture a PNG or JPEG screenshot, or render a PDF, of public web pages in a real browser. Returns a signed fileUrl per page that can be downloaded without a key for 7 days. Each page captured counts as one result.

Inputs: urls (required), format, delaySec, fullPage, +4 more.

youtube_transcriptYouTube transcriptA
Read-only
Inspect

Get transcripts (captions) for YouTube videos, Shorts, playlists or channels as plain text and timed segments, with video metadata. Uses the captions YouTube already has; videos without captions return a failed item. Each video whose transcript comes back counts as one result on your Siftwright plan; failures are free.

Inputs: urls (required), language, translateTo, outputFormats, +1 more.

Tool Schema Changelog

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