Bulk layer · machine-collected · graded at E2 or below · never curated

What has been collected, and what do the catalogues refuse to say about it?

machine-collected listingsmachine-readable: /api/v1/listings
THE INDEX ▸ MACHINE-COLLECTED
Listings indexed
14,154
Indexed by Common Tape across seven sources. Not a claim that this is the whole market.
Abandoned
34.3%
Not touched in 180+ days, and still listed as available. Live and abandoned are compatible states.
No timestamp at all
42.0%
AWS publishes no last-modified date on any listing. That absence is reported, never imputed.
On both marketplaces
59
One product, resolved across AWS and Microsoft. Neither marketplace shows the other. See where they disagree →
SourceallAWS 6,000Microsoft 5,996Hugging Face 898npm 692GitHub 329MCP Registry 300PyPI 14
Freshnessallcurrent 2,062aging 740stale 560abandoned 4,848undated 5,944on both marketplaces 59
14,154 items · 5,944 matching the current filtersSWEPT 2026-09-01
LIST VIEW ▸ SORTED BY CROSS-LISTING, THEN FRESHNESS
ListingListed onDelivered asEvidenceAdvertised priceSource last saw a changeFreshness
Verax Protect
verax-ai
AWSAWS CloudFormation TemplateL1 DOCS3 evidenced fieldsundated
Verbis Free Demo - GraphRAG AI Document Processing & Knowledge Assistant
AWSAWS SaaSL1 DOCS3 evidenced fieldsundated
Vercel
vercel
AWSAWS SaaSL2 CATALOGUE4 evidenced fieldsundated
Verdent
verdent-ai-team-version
AWSAWS SaaSL1 DOCS3 evidenced fieldsundated
VerifAI: AI verification & Validation Solution
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
Veritone Illuminate
AWSAWS SaaSL1 DOCS2 evidenced fieldsundated
Version 1 AI Readiness Assessment
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
Version 1 Amazon Q AI Adoption Services
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
Vertesia Platform
AWSAWS SaaSL1 DOCS3 evidenced fieldsundated
Vespa Cloud Subscription
AWSAWS SaaSL2 CATALOGUE3 evidenced fieldsundated
Vibe AI
vibranium-labs
AWSAWS API-Based Agents & ToolsL1 DOCS3 evidenced fieldsundated
VictoriaMetrics Observability Enterprise Support
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
Video Transcoding
AWSAWS SaaSL1 DOCS2 evidenced fieldsundated
Video Understanding with AI Agent
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
VigilAI- Agentic AI Platform for Autonomous Pharmacovigilance
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
Virtual Agentic Office
artificial-intelligence-solutions
AWSAWS SaaSL1 DOCS3 evidenced fieldsundated
Virtual Assistant - AI Agent for customer service
AWSAWS SaaSL1 DOCS2 evidenced fieldsundated
Virtual Assistant: Generative AI-Powered Enterprise Training Platform
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
Virtual PA-RISC with VE licensing
AWSAWS Amazon Machine ImageL1 DOCS2 evidenced fieldsundated
Virtual Shopping AI Assistant Service
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
Virtual Try-on
flexa-cloud
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
Virtual Try-on
flexa-cloud
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
Virtuoso 08.03.3335 BYOL Ubuntu 24.04 Noble Instance
AWSAWS Amazon Machine ImageL2 CATALOGUE3 evidenced fieldsundated
Virtuoso 08.03.3335 PAGO Ubuntu 24.04 Noble Instance
AWSAWS Amazon Machine ImageL2 CATALOGUE3 evidenced fieldsundated
Virtuoso Large
AWSAWS SageMaker ModelL1 DOCS2 evidenced fieldsundated
Virtuoso Medium
AWSAWS SageMaker ModelL1 DOCS2 evidenced fieldsundated
Virtusa Helio Cloud AI Agents for Migrate, Modernize, Operate, Optimize
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
Virtusa's Agentic Claims Solution powered by Amazon Quick
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
Visa Intelligent Commerce
AWSAWS API-Based Agents & ToolsL1 DOCS3 evidenced fieldsundated
Vision & Document Intelligence (Multimodal GenAI)
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
Vision OCR LLM
john-snow-labs
AWSAWS SageMaker ModelL1 DOCS2 evidenced fieldsundated
Vision OCR Structured LLM
AWSAWS SageMaker ModelL1 DOCS2 evidenced fieldsundated
VisionForge - Generate and Refine Images with GenAI
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
Visual and audio asset transformation
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
Visual Layer AI Platform
AWSAWS SaaSL1 DOCS2 evidenced fieldsundated
Viz
planview
AWSAWS SaaSL2 CATALOGUE3 evidenced fieldsundated
Vizzy
aiqod360
AWSAWS SaaSL1 DOCS2 evidenced fieldsundated
vLLM + Open WebUI - Hardened Self-Hosted OpenAI-Compatible LLM Server
AWSAWS Amazon Machine ImageL1 DOCS2 evidenced fieldsundated
vLLM on Ubuntu 24.04 LTS - Supported by Easycloud
AWSAWS Amazon Machine ImageL1 DOCS2 evidenced fieldsundated
VM with OpenClaw AI Agent Gateway on Ubuntu 24.04 LTS
AWSAWS Amazon Machine ImageL1 DOCS3 evidenced fieldsundated
VMware Migration/Modernization using CloudHedge CHAI FLOW
AWSAWS Amazon Machine ImageL1 DOCS3 evidenced fieldsundated
VNLP Turkish Sentiment Analyzer
AWSAWS SageMaker ModelL1 DOCS2 evidenced fieldsundated
VOD Encoder Data Plane
AWSAWS SaaSL2 CATALOGUE3 evidenced fieldsundated
Vody Retail Multimodal LLMs
AWSAWS SaaSL1 DOCS2 evidenced fieldsundated
Voice AI Agent for Contact Centers - Powered by Amazon Bedrock
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
Voice AI Agent Implementation Support Service for Amazon Connect
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
Voice AI Platform
smallest-ai
AWSAWS SaaSL2 CATALOGUE3 evidenced fieldsundated
Voice Commerce
flexa-cloud
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
Voicetality - Voice Agents
AWSAWS SaaSL1 DOCS3 evidenced fieldsundated
Vonage Contact Center (VCC)
AWSAWS SaaSL2 CATALOGUE3 evidenced fieldsundated
Vonage Verify API: 2FA Silent Authentication SMS RCS Text Verification
AWSAWS SaaSL1 DOCS3 evidenced fieldsundated
Vortex IQ AI OS
vortex-iq
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
VoxaFoundry - The Complete AI Voice Agent Platform
AWSAWS Helm ChartL1 DOCS3 evidenced fieldsundated
Voxel51
voxel51
AWSAWS SaaSL2 CATALOGUE4 evidenced fieldsundated
voyage-3 Large Embedding Model
AWSAWS SageMaker ModelL1 DOCS2 evidenced fieldsundated
voyage-3.5 Embedding Model
AWSAWS SageMaker ModelL1 DOCS2 evidenced fieldsundated
voyage-3.5-lite Embedding Model
AWSAWS SageMaker ModelL1 DOCS2 evidenced fieldsundated
voyage-4 Embedding Model
AWSAWS SageMaker ModelL1 DOCS2 evidenced fieldsundated
voyage-4-large Embedding Model
AWSAWS SageMaker ModelL1 DOCS2 evidenced fieldsundated
voyage-4-lite Embedding Model
AWSAWS SageMaker ModelL1 DOCS2 evidenced fieldsundated
5,944 matching · page 96 of 100← previousnext →
verified · claimed · not established  ·  ink = freshness at source5,944 matching · page 96 of 100

Every value here is graded at E2 or below. E2 means Common Tape observed the listing in a sanctioned catalogue on a known date — it attests that the listing exists, never that the product works. E1 is the publisher’s own declaration. A dash is a recorded absence, not a zero. Nothing on this page has been verified by a third party, because no source in the index publishes third-party verification.