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
40,414
Indexed by Common Tape across seven sources. Not a claim that this is the whole market.
Abandoned
18.9%
Not touched in 180+ days, and still listed as available. Live and abandoned are compatible states.
No timestamp at all
49.0%
AWS publishes no last-modified date on any listing. That absence is reported, never imputed.
On both marketplaces
199
One product, resolved across AWS and Microsoft. Neither marketplace shows the other. See where they disagree →
SourceallAWS 19,994Microsoft 11,463MCP Registry 7,272Hugging Face 899npm 698PyPI 391GitHub 323
Freshnessallcurrent 4,580aging 5,619stale 2,777abandoned 7,626undated 19,812on both marketplaces 199
40,414 items · 40,414 matching the current filtersSWEPT 2026-09-08
LIST VIEW ▸ SORTED BY CROSS-LISTING, THEN FRESHNESS
ListingListed onDelivered asEvidenceAdvertised priceSource last saw a changeFreshness
NumPy-Pandas-Scikit-learn-Matplotlib-Debian-11
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.075 USD/P1H2025-08-27abandoned12mo
NumPy, Pandas & Hugging Face Transformers on Debian11
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.075 USD/P1H2025-08-27abandoned12mo
NumPy, Pandas, Scikit-learn on Debian 11
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.075 USD/P1H2025-08-27abandoned12mo
Oauthlib-on-Debian-12
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.027 USD/P1H2025-08-27abandoned12mo
Oauthlib-on-Ubuntu-24-04-lts
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.027 USD/P1H2025-08-27abandoned12mo
OpenAI-Gym with Numpy & Pandas on Windows2022Hotpatch
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.075 USD/P1H2025-08-27abandoned12mo
Packet-on-Oracle-Linux-8-8
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.027 USD/P1H2025-08-27abandoned12mo
Packet-on-Ubuntu-20-04-LTS
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.027 USD/P1H2025-08-27abandoned12mo
Packet-on-Ubuntu-22-04-LTS
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.027 USD/P1H2025-08-27abandoned12mo
Paddle-on-Debian-11
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.027 USD/P1H2025-08-27abandoned12mo
Paddle-on-Redhat-8-7
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.027 USD/P1H2025-08-27abandoned12mo
Pandas on Debian10
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.0071 USD/P1H2025-08-27abandoned12mo
Pandas on Ubuntu20.04LTS
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.0071 USD/P1H2025-08-27abandoned12mo
Paste-on-Ubuntu-20-04LTS
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.027 USD/P1H2025-08-27abandoned12mo
Plone
ath-infosystems
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.0052 USD/P1H2025-08-27abandoned12mo
Prompt flow on Ubuntu 20.04
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.075 USD/P1H2025-08-27abandoned12mo
Prompt flow on Windows Server 2019
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.027 USD/P1H2025-08-27abandoned12mo
Prompt Wagon - DIY Low code Generative AI chat-bot
MicrosoftMicrosoft DynamicsCEL2 CATALOGUE4 evidenced fields2025-08-27abandoned12mo
Prophet-on-Debian-11
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.027 USD/P1H2025-08-27abandoned12mo
Puppet Bolt on Debian 10
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.0071 USD/P1H2025-08-27abandoned12mo
Pycaret-on-Debian-11
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.027 USD/P1H2025-08-27abandoned12mo
Pycaret-on-Ubuntu-20-04LTS
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.027 USD/P1H2025-08-27abandoned12mo
Pycsou-on-Ubuntu-22-04Lts
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.027 USD/P1H2025-08-27abandoned12mo
Pydantic-on-Ubuntu-22-04-LTS
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.027 USD/P1H2025-08-27abandoned12mo
Pydot-On-Debian11
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.027 USD/P1H2025-08-27abandoned12mo
Pydot-On-Debian12
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.027 USD/P1H2025-08-27abandoned12mo
Pygame-on-Debian-11
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.027 USD/P1H2025-08-27abandoned12mo
Pygame-on-Ubuntu-20-04LTS
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.027 USD/P1H2025-08-27abandoned12mo
Pygame-on-Ubuntu-22-04LTS
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.027 USD/P1H2025-08-27abandoned12mo
Pylons-on-Ubuntu-20-04-LTS
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.027 USD/P1H2025-08-27abandoned12mo
Pylons-on-Ubuntu-22-04-LTS
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.027 USD/P1H2025-08-27abandoned12mo
Pyramid-on-Debian-11
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.027 USD/P1H2025-08-27abandoned12mo
pyramid-on-Redhat-8-7
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.027 USD/P1H2025-08-27abandoned12mo
Pyramid-on-Ubuntu-20-04LTS
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.027 USD/P1H2025-08-27abandoned12mo
Pyramid-on-Ubuntu-22-04LTS
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.027 USD/P1H2025-08-27abandoned12mo
PySide-on-Ubuntu-22-04LTS
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.027 USD/P1H2025-08-27abandoned12mo
Pytest-on-Debian-11
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.027 USD/P1H2025-08-27abandoned12mo
PyTorch
ath-infosystems
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.0532 USD/P1H2025-08-27abandoned12mo
PyTorch on Debian 11
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.075 USD/P1H2025-08-27abandoned12mo
PyTorch on Ubuntu 22.04 LTS
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.075 USD/P1H2025-08-27abandoned12mo
Pytorch on Ubuntu20.04LTS
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.0071 USD/P1H2025-08-27abandoned12mo
Pytorch-Jupyter_Notebook on windows server2019
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.075 USD/P1H2025-08-27abandoned12mo
Pytorch-Lightning-Numpy-Pandas on Windows2012
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.075 USD/P1H2025-08-27abandoned12mo
Qiskit on Debian11
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.075 USD/P1H2025-08-27abandoned12mo
Quart-on-Debian-11
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.027 USD/P1H2025-08-27abandoned12mo
Quart-on-Redhat-8-7
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.027 USD/P1H2025-08-27abandoned12mo
RAG Implementation: 4-Wk Proof of Concept
MicrosoftMicrosoft ConsultingServicesL2 CATALOGUE5 evidenced fields2025-08-27abandoned12mo
Ramp-on-Ubuntu-22-04LTS
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.027 USD/P1H2025-08-27abandoned12mo
Rasa-on-Ubuntu22.04
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.027 USD/P1H2025-08-27abandoned12mo
Retail & Distribution Insights for Azure Synapse: 3-week Proof-of-Concept
MicrosoftMicrosoft ConsultingServicesL2 CATALOGUE5 evidenced fields2025-08-27abandoned12mo
Rexx-on-Ubuntu-22-04LTS
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.027 USD/P1H2025-08-27abandoned12mo
Ripple on Debian10
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.0071 USD/P1H2025-08-27abandoned12mo
Rocky 8.10 for HPC from CIQ
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.05 USD/P1H2025-08-27abandoned12mo
RPA-Framework on Debian11
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.03 USD/P1H2025-08-27abandoned12mo
RSM Natural Language Notification with Copilot
MicrosoftMicrosoft DynamicsBCL2 CATALOGUE4 evidenced fields2025-08-27abandoned12mo
RStudio on Debian10
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.0071 USD/P1H2025-08-27abandoned12mo
RStudio Server on Ubuntu 22.04
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.03 USD/P1H2025-08-27abandoned12mo
Ruby on Centos7.9
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.0071 USD/P1H2025-08-27abandoned12mo
Ruby on Debian10
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.0071 USD/P1H2025-08-27abandoned12mo
Rust on Debian10
MicrosoftMicrosoft VirtualMachineL2 CATALOGUE5 evidenced fieldsMicrosoft meter: 0.0071 USD/P1H2025-08-27abandoned12mo
40,414 matching · page 313 of 674← previousnext →
verified · claimed · not established  ·  ink = freshness at source40,414 matching · page 313 of 674

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.