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

18.6%

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 →

Sourceall AWS 19,994 Microsoft 11,463 MCP Registry 7,272 Hugging Face 899 npm 698 PyPI 391 GitHub 323

Freshnessall current 5,735 aging 4,697 stale 2,662 abandoned 7,508 undated 19,812on both marketplaces 199

LIST VIEW ▸ SORTED BY CROSS-LISTING, THEN FRESHNESS

Listing	Listed on	Delivered as	Evidence	Advertised price	Source last saw a change	Freshness
Gravity - The Autonomous Healthcare Platform innovaccer	Microsoft	Microsoft SaaS	L2 CATALOGUE7 evidenced fields	Microsoft term: 5011200 USD/P3Y	2026-07-01	aging2mo
io.github.0xthaner/reputa io-github-0xthaner	MCP Registry	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
io.github.AdelElo13/neuromcp io-github-adelelo13	MCP Registry	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
io.github.Artem1981777/cronus-mcp io-github-artem1981777	MCP Registry	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
Japan Food DB dev-toriigate	MCP Registry	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
Juniper Apstra marconi-wireless	Microsoft	Microsoft SaaS	L2 CATALOGUE4 evidenced fields	—	2026-07-01	aging2mo
Learn with Agents app-learnwithagents	MCP Registry	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
Mailbuttons com-mailbuttons	MCP Registry	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
mercury-2-offer inception	Microsoft	Microsoft SaaS	L2 CATALOGUE5 evidenced fields	Microsoft term: free · meter: 0.78 USD/P1H	2026-07-01	aging2mo
msr-spare-1/qwen3-4b-tooluse-eval-aligned-iter447 msr-spare-1	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-eval-aligned-iter111 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-eval-aligned-iter127 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-eval-aligned-iter143 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-eval-aligned-iter15 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-eval-aligned-iter159 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-eval-aligned-iter175 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-eval-aligned-iter191 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-eval-aligned-iter207 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-eval-aligned-iter223 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-eval-aligned-iter239 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-eval-aligned-iter255 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-eval-aligned-iter271 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-eval-aligned-iter287 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-eval-aligned-iter303 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-eval-aligned-iter31 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-eval-aligned-iter319 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-eval-aligned-iter335 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-eval-aligned-iter351 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-eval-aligned-iter367 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-eval-aligned-iter383 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-eval-aligned-iter415 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-eval-aligned-iter431 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-eval-aligned-iter47 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-eval-aligned-iter63 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-eval-aligned-iter79 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-eval-aligned-iter95 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-glory-kl005-iter111 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-glory-kl005-iter127 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-glory-kl005-iter143 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-glory-kl005-iter15 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-glory-kl005-iter31 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-glory-kl005-iter47 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-glory-kl005-iter63 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-glory-kl005-iter79 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-glory-kl005-iter95 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-yolo-0621-iter111 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-yolo-0621-iter127 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-yolo-0621-iter143 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-yolo-0621-iter15 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-yolo-0621-iter159 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-yolo-0621-iter175 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-yolo-0621-iter191 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-yolo-0621-iter207 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-yolo-0621-iter223 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-yolo-0621-iter239 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-yolo-0621-iter255 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-yolo-0621-iter271 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-yolo-0621-iter31 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-yolo-0621-iter47 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo
msr-spare/qwen3-4b-tooluse-yolo-0621-iter63 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging2mo

40,414 matching · page 153 of 674← previous next →

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.