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 · 5,941 matching the current filtersSWEPT 2026-09-01
LIST VIEW ▸ SORTED BY CROSS-LISTING, THEN FRESHNESS
ListingListed onDelivered asEvidenceAdvertised priceSource last saw a changeFreshness
Reseller and Channel Content Enablement
AWSAWS SaaSL1 DOCS2 evidenced fieldsundated
Reservoir models and accelerate design phase improvement
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
Resident Outreach
deloitte-consulting
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
Reskill
softserve
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
ResNet 101
amazon-web-services
AWSAWS SageMaker ModelL1 DOCS2 evidenced fieldsundated
ResNet 18
amazon-web-services
AWSAWS SageMaker ModelL2 CATALOGUE3 evidenced fieldsundated
ResNet 50
amazon-web-services
AWSAWS SageMaker ModelL2 CATALOGUE3 evidenced fieldsundated
ResNet 50
amazon-web-services
AWSAWS SageMaker ModelL2 CATALOGUE3 evidenced fieldsundated
Resolution Recommendation
deloitte-consulting
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
Resonate Media Lake Implementation and Integration Services
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
Resource allocation and optimization to patients
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
ResponsiAI: Smart AI Governance
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
Responsible AI Data Privacy Automation
AWSAWS SageMaker AlgorithmL1 DOCS3 evidenced fieldsundated
Responsible AI Suite
AWSAWS SaaSL1 DOCS3 evidenced fieldsundated
Responsible Enterprise GenAI Adoption with Portal26
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
Responsible First GenAI- Harmoni.AI by Sonata Software
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
Responsible Gaming Solution Accelerator by DataArt
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
Responsive - Strategic Response Management Platform
AWSAWS SaaSL2 CATALOGUE3 evidenced fieldsundated
Restaurant Reviews Topic Extraction
AWSAWS SageMaker ModelL1 DOCS2 evidenced fieldsundated
Retail - Demand Forecasting AI (DFAI)
AWSAWS SaaSL1 DOCS2 evidenced fieldsundated
Retail Action Kit: GenAI Powered Bot by NeuraFlash
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
Retail and eCommerce GenAI Modernization Assessment on AWS
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
Retail Assistant Powered by Bedrock: AI Copilot for Stores & E Commerce
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
Retail Competitive Promotions Agent: Autonomous Counter-Campaign AI
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
Retail Merchandizing Agent
deloitte-consulting
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
Retail Sales Forecasting
AWSAWS SageMaker ModelL1 DOCS2 evidenced fieldsundated
Retail Store Operations Alert & Response Agent
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
Retail Store Optimization Agent Suite
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
Retool
retool
AWSAWS SaaSL2 CATALOGUE4 evidenced fieldsundated
Retrieval Augmented Generation Architecture for Knowledge Management
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
Retrieval-Augmented Generation with Amazon Q Business
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
Return on Advertising Spend calculator
AWSAWS SageMaker AlgorithmL1 DOCS2 evidenced fieldsundated
Reuters News Archive: Chinese Document Alignment (30 Days) - SAMPLE
AWSAWS Data ExchangeL1 DOCS2 evidenced fieldsundated
Revenue Cycle Insights Agent Suite
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
Revenue Growth Management powered by AllCloud's AI Fusion
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
Revenue Optimization Agent
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
Revenue Recognition
deloitte-consulting
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
reView: Decision Intelligence Platform
AWSAWS SaaSL1 DOCS2 evidenced fieldsundated
Revinova AI Powered LMS Platform
revinova-knowledge-led-growth-platform
AWSAWS SaaSL1 DOCS2 evidenced fieldsundated
RevMigrate:AI Agents for AWS Database Migrations ,Modernizations
AWSAWS SaaSL1 DOCS2 evidenced fieldsundated
Revolutionize Document Processing with Presidio and Automation Anywhere
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
Revolutionize Field Operations with Amazon Q Business
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
Rex Copilot - AI Assistant for AWS Cloud Operations
AWSAWS API-Based Agents & ToolsL1 DOCS3 evidenced fieldsundated
RFP response automation
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
RFP, RFI, and other Word Doc Proposal Automation Sales Enablement
AWSAWS SaaSL1 DOCS2 evidenced fieldsundated
Rhino Agentic Legacy Modernization
AWSAWS Helm ChartL1 DOCS3 evidenced fieldsundated
Rhino Agentic Legacy Modernization - BYOL
AWSAWS Helm ChartL1 DOCS3 evidenced fieldsundated
Rhino Agentic Mainframe Modernization
AWSAWS Helm ChartL1 DOCS3 evidenced fieldsundated
RidgeBot AI Agent for Continuous Security Validation
AWSAWS Amazon Machine ImageL1 DOCS2 evidenced fieldsundated
RidgeBot AI Agent for Continuous Security Validation
AWSAWS Amazon Machine ImageL2 CATALOGUE3 evidenced fieldsundated
Rierino Core (Community Edition) - Low-code Agentic Backend Development
AWSAWS Amazon Machine ImageL1 DOCS3 evidenced fieldsundated
Rierino GenAI Agents Proof of Concept
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
RigoBERTa clinical classification
instituto-ingenieria-conocimiento
AWSAWS SageMaker AlgorithmL1 DOCS2 evidenced fieldsundated
RigoBERTa-2.0 Classification
instituto-ingenieria-conocimiento
AWSAWS SageMaker AlgorithmL1 DOCS2 evidenced fieldsundated
Rigochat-7b – a Spanish LLM chatbot
instituto-ingenieria-conocimiento
AWSAWS SageMaker ModelL1 DOCS2 evidenced fieldsundated
Rigoembeddings – Spanish text embeddings
instituto-ingenieria-conocimiento
AWSAWS SageMaker ModelL1 DOCS2 evidenced fieldsundated
RikAI: Extractive AI for document processing and multi-modal reasoning
AWSAWS Container ImageL1 DOCS2 evidenced fieldsundated
Rill Cloud
rill-data
AWSAWS SaaSL2 CATALOGUE4 evidenced fieldsundated
Risk Calculator Agent
deloitte-consulting
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
Risk Monitor Agent Suite
deloitte-consulting
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
5,941 matching · page 82 of 100← previousnext →
verified · claimed · not established  ·  ink = freshness at source5,941 matching · page 82 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.