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 2,093 aging 635 stale 569 abandoned 4,801 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
msr-spare-1/qwen3-4b-tooluse-eval-aligned-iter447 msr-spare-1	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter111 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter127 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter143 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter15 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter159 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter175 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter191 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter207 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter223 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter239 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter255 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter271 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter287 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter303 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter31 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter319 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter335 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter351 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter367 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter383 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter415 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter431 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter47 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter63 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter79 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter95 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-glory-kl005-iter111 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-glory-kl005-iter127 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-glory-kl005-iter143 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-glory-kl005-iter15 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-glory-kl005-iter31 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-glory-kl005-iter47 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-glory-kl005-iter63 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-glory-kl005-iter79 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-glory-kl005-iter95 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-yolo-0621-iter111 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-yolo-0621-iter127 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-yolo-0621-iter143 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-yolo-0621-iter15 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-yolo-0621-iter159 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-yolo-0621-iter175 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-yolo-0621-iter191 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-yolo-0621-iter207 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-yolo-0621-iter223 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-yolo-0621-iter239 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-yolo-0621-iter255 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-yolo-0621-iter271 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-yolo-0621-iter31 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-yolo-0621-iter47 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-yolo-0621-iter63 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-yolo-0621-iter79 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
msr-spare/qwen3-4b-tooluse-yolo-0621-iter95 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging55d
Tealdroid AI tealdroid	Microsoft	Microsoft SaaS	L2 CATALOGUE6 evidenced fields	Microsoft term: 4 USD/P1M	2026-07-01	aging55d
Aera Decision Cloud™ aera-technology	Microsoft	Microsoft SaaS	L2 CATALOGUE6 evidenced fields	Microsoft term: free	2026-06-30	aging56d
ai.aviado/health ai-aviado	MCP Registry	—	L2 CATALOGUE2 evidenced fields	—	2026-06-30	aging56d
ai.blast-radius/blast-radius ai-blast-radius	MCP Registry	—	L2 CATALOGUE2 evidenced fields	—	2026-06-30	aging56d
Asset Insight dronepower	Microsoft	Microsoft SaaS	L2 CATALOGUE5 evidenced fields	—	2026-06-30	aging56d
Chronary ai-chronary	MCP Registry	—	L2 CATALOGUE2 evidenced fields	—	2026-06-30	aging56d
Creator SKILL v2 — Influencer Discovery ai-deinai	MCP RegistryPyPI	—	L2 CATALOGUE2 evidenced fields	—	2026-06-30	aging56d

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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.