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
ReaderLM v2
jina-ai
AWSAWS SageMaker ModelL1 DOCS2 evidenced fieldsundated
Real Estate Transactions
AWSAWS SageMaker ModelL1 DOCS2 evidenced fieldsundated
Real-Time Generative AI with Amazon MSK for Sales Engagement
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
Real-Time Guardrails
alice-formerly-activefence
AWSAWS SaaSL2 CATALOGUE4 evidenced fieldsundated
Real-Time Video Streaming and Analytics
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
RealLoad Measuring Agent
AWSAWS Amazon Machine ImageL1 DOCS2 evidenced fieldsundated
Reblaze - AWS WAF, DDOS, Bot Mitigation (SaaS Contract)
AWSAWS SaaSL2 CATALOGUE3 evidenced fieldsundated
Rebura Agentic Accelerator
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
Rebura Agentic AI Workshop
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
Rebura AI Production-Lite
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
Rebura GenAI Foundations Workshop
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
Reco AI and Agent Security
AWSAWS SaaSL2 CATALOGUE4 evidenced fieldsundated
Recommendation Engine
AWSAWS SageMaker ModelL1 DOCS2 evidenced fieldsundated
Reconify
reconify
AWSAWS SaaSL1 DOCS2 evidenced fieldsundated
reCost.io - Object-Level Threat Detection for Amazon S3
AWSAWS SaaSL1 DOCS2 evidenced fieldsundated
Recursal.ai Cloud Platform
AWSAWS SaaSL1 DOCS2 evidenced fieldsundated
Red Hat AI Enterprise
AWSAWS Amazon Machine ImageL2 CATALOGUE3 evidenced fieldsundated
Red Hat AI Enterprise
AWSAWS Amazon Machine ImageL2 CATALOGUE3 evidenced fieldsundated
Red Hat Enterprise Linux 9 Desktop - GUI Xfce with RDP
AWSAWS Amazon Machine ImageL1 DOCS3 evidenced fieldsundated
Red Hat Enterprise Linux AI
AWSAWS Amazon Machine ImageL2 CATALOGUE4 evidenced fieldsundated
Red Hat Enterprise Linux AI
AWSAWS Amazon Machine ImageL2 CATALOGUE3 evidenced fieldsundated
Red Oak Strategic - AI Readiness Assessment (AIR)
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
Red Oak Strategic - Amazon Quick Business Intelligence Accelerator
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
Red Oak Strategic - Amazon Quick Marketing Intelligence Accelerator
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
Red Teaming Agent
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
Red Teaming and LLM Professional Services for Secure GenAI
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
Red5 Pro Single Server BYOL
AWSAWS Amazon Machine ImageL1 DOCS2 evidenced fieldsundated
Redis Cloud - Annual
AWSAWS SaaSL2 CATALOGUE3 evidenced fieldsundated
Redis Cloud: Real-Time Data Layer for AI Apps & Agents
AWSAWS SaaSL2 CATALOGUE4 evidenced fieldsundated
Redis Software- In-Memory Database, Caching, Vector store on AWS
AWSAWS SaaSL1 DOCS2 evidenced fieldsundated
RedOwl Accounts Payable Agent: stop leakage | enforce compliance
AWSAWS SaaSL1 DOCS3 evidenced fieldsundated
Reduce legal spend with AI Contract Review Agent, deployable in 4 weeks
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
Reducto AI
reducto
AWSAWS SaaSL1 DOCS2 evidenced fieldsundated
Reducto AI
reducto
AWSAWS SaaSL1 DOCS2 evidenced fieldsundated
ReDuX
karsun-solutions
AWSAWS SaaSL1 DOCS2 evidenced fieldsundated
Reference Elevation Model of Antarctica (REMA)
polar-geospatial-center-part-of-the-amazon-sustainability-data-initiative
AWSAWS Data ExchangeL1 DOCS2 evidenced fieldsundated
Refined Contrast using Computer Vision
AWSAWS SageMaker ModelL1 DOCS2 evidenced fieldsundated
Reflect for AWS
smartbear-software
AWSAWS SaaSL2 CATALOGUE4 evidenced fieldsundated
Refly On CentOS9 with support by ThinkCloud
AWSAWS Amazon Machine ImageL1 DOCS2 evidenced fieldsundated
Regex based Labeling for Text Data
AWSAWS SageMaker AlgorithmL1 DOCS2 evidenced fieldsundated
Regulations and Compliance Intelligence powered by AllCloud's AI Fusion
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
Regulatory Reporting Agent
deloitte-consulting
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
Reinforcement Learning with Human Feedback (RLHF)
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
Relational Synthetic Data Generator
AWSAWS SageMaker AlgorithmL1 DOCS2 evidenced fieldsundated
RelayShield - Consumption Security API Bundles
AWSAWS API-Based Agents & ToolsL1 DOCS3 evidenced fieldsundated
RelayShield - Threat Intelligence & Identity Security API
AWSAWS SaaSL1 DOCS2 evidenced fieldsundated
Relevance AI
relevance-ai
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
Relevance Lab - Agentic AI for SRE & Incidents
AWSAWS Amazon Machine ImageL1 DOCS2 evidenced fieldsundated
Relevance Lab - Private LLM Server with Ollama and RAG
AWSAWS Amazon Machine ImageL1 DOCS2 evidenced fieldsundated
Relevance Lab - RStudio Server With Amazon DCV on Rocky 9
AWSAWS Amazon Machine ImageL1 DOCS2 evidenced fieldsundated
ReliaQuest GreyMatter
AWSAWS SaaSL2 CATALOGUE4 evidenced fieldsundated
Reltio Data Cloud™
AWSAWS SaaSL2 CATALOGUE4 evidenced fieldsundated
Remit Code Agent
deloitte-consulting
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
Remote Control Reviews Aspect Detection
AWSAWS SageMaker ModelL1 DOCS2 evidenced fieldsundated
Remote Desktop with Multi-user and OpenClaw
AWSAWS Amazon Machine ImageL1 DOCS3 evidenced fieldsundated
ReN3 Agentic AI Work Productivity Platform
AWSAWS SaaSL1 DOCS2 evidenced fieldsundated
Renewable Energy Operations: AI Decision Intelligence, Agentic AI Agents
AWSAWS SaaSL1 DOCS3 evidenced fieldsundated
Report Automation Agent - Document Analysis & Report Generation
AWSAWS SaaSL1 DOCS3 evidenced fieldsundated
Report Converter
deloitte-consulting
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
Report Reverse Engineer
deloitte-consulting
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
5,944 matching · page 81 of 100← previousnext →
verified · claimed · not established  ·  ink = freshness at source5,944 matching · page 81 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.