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

One product, resolved across AWS and Microsoft. Neither marketplace shows the other.

Sourceall AWS 6,000 Microsoft 5,996 Hugging Face 898 npm 610 GitHub 329 MCP Registry 270 PyPI 14

Freshnessall current 2,091 aging 632 stale 568 abandoned 4,807 undated 5,944on both marketplaces 59

LIST VIEW ▸ SORTED BY CROSS-LISTING, THEN FRESHNESS

Listing	Listed on	Delivered as	Evidence	Advertised price	Source last saw a change	Freshness
Bezal — Local Business Intelligence for AI Agents ai-bezal	MCP Registry	—	L2 CATALOGUE2 evidenced fields	—	2026-03-03	stale5mo
Mumble Server bcloud	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.0375 USD/P1H	2026-03-03	stale5mo
Pydot bcloud	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.0375 USD/P1H	2026-03-03	stale5mo
Rearc - Prophecy.io Implementation bcloud	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.0394 USD/P1H	2026-03-03	stale5mo
SAM bcloud	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.0375 USD/P1H	2026-03-03	stale5mo
Scalata AI scalata-ai	Microsoft	Microsoft SaaS	L2 CATALOGUE5 evidenced fields	—	2026-03-03	stale5mo
Unity ML-Agent bcloud	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.0375 USD/P1H	2026-03-03	stale5mo
(In)Business Process inceptionai	Microsoft	Microsoft SaaS	L2 CATALOGUE5 evidenced fields	Microsoft term: 1 USD/P1Y	2026-03-02	stale5mo
(In)Procurement inceptionai	Microsoft	Microsoft SaaS	L2 CATALOGUE6 evidenced fields	Microsoft term: 1 USD/P1Y	2026-03-02	stale5mo
Cien Special Offer - Data Quality Assessment ( DQA ) cien-global	Microsoft	Microsoft SaaS	L2 CATALOGUE6 evidenced fields	Microsoft term: 1 USD/P1M	2026-03-02	stale5mo
Feedly Solution For Microsoft Sentinel feedly	Microsoft	Microsoft AzureApplication	L2 CATALOGUE5 evidenced fields	—	2026-03-02	stale5mo
ReAgent bcloud	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.0375 USD/P1H	2026-03-02	stale5mo
ShogunMLToolbox bcloud	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.0375 USD/P1H	2026-03-02	stale5mo
Synoptix AI - Go Beyond Search synoptix-ai	Microsoft	Microsoft AzureApplication	L2 CATALOGUE5 evidenced fields	Microsoft term: 1 USD/P1M	2026-03-02	stale5mo
Tantivy bcloud	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE5 evidenced fields	Microsoft meter: 0.0375 USD/P1H	2026-03-02	stale5mo
TCG DocProStar Full Server VM offer tcg-informatik	Microsoft	Microsoft VirtualMachine	L2 CATALOGUE6 evidenced fields	Microsoft meter: 0.5 USD/P1H	2026-03-02	stale5mo
AdAdvisor MCP Server ai-adadvisor	MCP Registry	—	L2 CATALOGUE2 evidenced fields	—	2026-02-28	stale5mo
AI Trailblazer Program hso	Microsoft	Microsoft ConsultingServices	L2 CATALOGUE5 evidenced fields	—	2026-02-27	stale6mo
DataMerge MCP ai-datamerge	MCP Registry	—	L2 CATALOGUE2 evidenced fields	—	2026-02-27	stale6mo
DocuAI By Abstracta abstracta	Microsoft	Microsoft SaaS	L2 CATALOGUE6 evidenced fields	Microsoft term: 149 USD/P1M	2026-02-27	stale6mo
EasePage \| Dashboard & Page Builder for Dynamics 365 easeapp	Microsoft	Microsoft SaaS	L2 CATALOGUE5 evidenced fields	Microsoft term: 108 USD/P1Y	2026-02-27	stale6mo
Expense Tracker Copilot Agent avasoft	Microsoft	Microsoft SaaS	L2 CATALOGUE4 evidenced fields	—	2026-02-27	stale6mo
HR Copilot Agent avasoft	Microsoft	Microsoft SaaS	L2 CATALOGUE4 evidenced fields	—	2026-02-27	stale6mo
HSO Data, AI & Analytics Suite hso	Microsoft	Microsoft ConsultingServices	L2 CATALOGUE5 evidenced fields	—	2026-02-27	stale6mo
InSpark Managed AI, Apps & Agents inspark	Microsoft	Microsoft SaaS	L2 CATALOGUE5 evidenced fields	—	2026-02-27	stale6mo
Netways AI Data Point Capture netways-global	Microsoft	Microsoft SaaS	L2 CATALOGUE5 evidenced fields	—	2026-02-27	stale6mo
PayFlow Agent by HSO hso	Microsoft	Microsoft SaaS	L2 CATALOGUE5 evidenced fields	—	2026-02-27	stale6mo
TurkishCodeMan/Nanbeige4.1-3B-Gmail-Tool-Use turkishcodeman	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-02-27	stale6mo

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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.