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
14,042
Indexed by Common Tape across seven sources. Not a claim that this is the whole market.
Abandoned
34.2%
Not touched in 180+ days, and still listed as available. Live and abandoned are compatible states.
No timestamp at all
42.3%
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 610GitHub 329MCP Registry 270PyPI 14
Freshnessallcurrent 2,091aging 632stale 568abandoned 4,807undated 5,944on both marketplaces 59
14,042 items · 5,941 matching the current filtersSWEPT 2026-08-26
LIST VIEW ▸ SORTED BY CROSS-LISTING, THEN FRESHNESS
ListingListed onDelivered asEvidenceAdvertised priceSource last saw a changeFreshness
AI-powered ConnectLingua - Live Voice Translation
AWSAWS SaaSL1 DOCS2 evidenced fieldsundated
AI-Powered Contact Center Agent
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
AI-Powered Content Hub
hexaware-technologies
AWSAWS SaaSL1 DOCS2 evidenced fieldsundated
AI-Powered Content Hub
hexaware-technologies
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
AI-Powered Course Advisor on AWS by Integra Technologies
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
AI-Powered Credit Decisioning
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
AI-Powered Credit Risk Agent
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
AI-Powered Customer Engagement with Amazon Lex and AWS Lambda
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
AI-Powered CX Proof-Of-Concept With AWS And Agentforce 2.0
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
AI-Powered Development Assistance with Amazon Bedrock
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
AI-Powered Dynamic Pricing Solution by Intuz
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
AI-powered End-to-End Digital Communication Platform
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
AI-Powered Enterprise Knowledge Management
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
AI-Powered Expert Assist for Customer Service
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
AI-Powered Financial Advisory Platform for Banks & Wealth Firms
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
AI-Powered Fintech Transformation Program
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
AI-Powered Instance Migration for AWS
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
AI-Powered Insurance Claim Agent
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
AI-Powered Insurance Services: Risk, Claims, and Fraud Detection by Sia
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
AI-Powered Intelligent Claims
AWSAWS SaaSL1 DOCS3 evidenced fieldsundated
AI-powered lead scoring and qualification agent
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
AI-Powered Legacy Modernization & Data Migration Framework
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
AI-Powered Legacy Modernization Pilot by Crubyt
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
AI-Powered Mission-Critical Workload Assessment Agent
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
AI-Powered Regulatory Compliance
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
AI-Powered Resilient Infrastructure Planning & Protection Lab: RIPPL-AI
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
AI-powered Sales Assistant
bytesource-technology-consulting
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
AI-Powered Search for Science
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
AI-Powered Self-Service with Multimodal Capabilities
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
AI-powered social media and sentiment analysis agent
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
AI-Starter
classmethod
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
AI, GenAI & Automation Assessments
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
AI, GenAI and ML Consulting Services
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
AI, Machine Learning and Generative AI Consulting & Engineering Services
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
AI/LLM Red Teaming Service
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
AI/ML & Generative AI - Advisory Services
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
AI/ML & Generative AI Solutions
onedata-software-solutions
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
AI/ML & LLM Security Testing – Secure AI Models & Large Language Models
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
AI/ML Catalyst: End-to-End AWS Implementation Service
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
AI/ML development & inference using Python & Jupyter by Techlatest.net
AWSAWS Amazon Machine ImageL1 DOCS3 evidenced fieldsundated
AI/ML Engineer On-Demand
cleanslate-technology-group
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
AI/ML Implementation and Modernization Services
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
AI/ML Jumpstart
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
AI/ML Model Development & Deployment Services
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
AI/ML Platforms and Deep Learning
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
AI/ML Services
red-arch-solutions
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
AI/ML Workshop
avkalan-ai
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
AI/ML Workshop
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
AI/works™ × AWS Transform: 3-Day Legacy Modernization Workshop
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
AI+ Executive
netcom-learning
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
AI4Triage: Augmentation and Automation in Cybersecurity
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
Aible Flex Credits
AWSAWS SaaSL2 CATALOGUE3 evidenced fieldsundated
Aiceberg - Risk Management and Detection & Response for AI Enabled Apps
AWSAWS SaaSL1 DOCS3 evidenced fieldsundated
AIDA
artificial-intelligence-solutions
AWSAWS Amazon Machine ImageL1 DOCS3 evidenced fieldsundated
Aiden - Agentic OS for Infra Ops by StackGen
AWSAWS SaaSL1 DOCS2 evidenced fieldsundated
Aiden for SRE - AI SRE Agent by StackGen
AWSAWS SaaSL1 DOCS3 evidenced fieldsundated
AIHouse AIOps - AI Driven Observability and Operations
AWSAWS SaaSL1 DOCS2 evidenced fieldsundated
Aikido AI Pentest
aikido-security
AWSAWS SaaSL2 CATALOGUE3 evidenced fieldsundated
AILA - Insurance Underwriting
AWSAWS Professional ServicesL1 DOCS1 evidenced fieldundated
AILA Agentic
dataart
AWSAWS Professional ServicesL1 DOCS2 evidenced fieldsundated
5,941 matching · page 12 of 100← previousnext →
verified · claimed · not established  ·  ink = freshness at source5,941 matching · page 12 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.