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

34.3%

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. See where they disagree →

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

Freshnessall current 2,009 aging 711 stale 558 abandoned 4,820 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
BidDeed MCP ai-biddeed	MCP Registry	—	L2 CATALOGUE2 evidenced fields	—	2026-07-03	aging56d
Caulo ai-caulo	MCP Registry	—	L2 CATALOGUE2 evidenced fields	—	2026-07-03	aging56d
CogVoice OpenSpan™ norwood-systems	Microsoft	Microsoft SaaS	L2 CATALOGUE5 evidenced fields	Microsoft term: 60000 USD/P1M	2026-07-03	aging56d
HCLTech AI-Infused Analytics Solution (AIFoundry.Analytics) hcl-america-inc-hclt	Microsoft	Microsoft SaaS	L2 CATALOGUE5 evidenced fields	—	2026-07-03	aging56d
linglingdan/DRIFT-8B-ToolUse linglingdan	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-03	aging56d
LTM Data & AI Demand Forecasting Accelerator - 8 Weeks PoC ltimindtree	Microsoft	Microsoft ConsultingServices	L2 CATALOGUE4 evidenced fields	—	2026-07-03	aging56d
PRATUS disaster-tech	Microsoft	Microsoft SaaS	L2 CATALOGUE6 evidenced fields	Microsoft term: 200 USD/P1M	2026-07-03	aging56d
Shoe Size Consultant footprint-technologies	Microsoft	Microsoft SaaS	L2 CATALOGUE5 evidenced fields	—	2026-07-03	aging56d
APIThreshold ai-apithreshold	MCP Registry	—	L2 CATALOGUE2 evidenced fields	—	2026-07-02	aging57d
GPT Pro witivio	Microsoft	Microsoft SaaS	L2 CATALOGUE5 evidenced fields	Microsoft term: 6.99 USD/P1M	2026-07-02	aging57d
LTM Data & AI KenAI - 6 Weeks PoC ltimindtree	Microsoft	Microsoft ConsultingServices	L2 CATALOGUE4 evidenced fields	—	2026-07-02	aging57d
PuroAir ai-agenticshelf	MCP Registry	—	L2 CATALOGUE2 evidenced fields	—	2026-07-02	aging57d
SeongryongJung/qwen3-4b-tooluse-grpo seongryongjung	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-02	aging57d
SeongryongJung/qwen3-4b-tooluse-rlsd-ema005 seongryongjung	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-02	aging57d
SeongryongJung/qwen3-4b-tooluse-sdpo-ema005 seongryongjung	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-02	aging57d
SeongryongJung/qwen3-4b-tooluse-srpo-ema005 seongryongjung	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-02	aging57d
SeongryongJung/qwen3-8b-tooluse-sdpo-ema005 seongryongjung	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-02	aging57d
SeongryongJung/qwen3-8b-tooluse-srpo-ema005 seongryongjung	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-02	aging57d
Axon NeuroAutomata ai-axonagentic	MCP Registry	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
Blue Mantis Data and AI blue-mantis	Microsoft	Microsoft SaaS	L2 CATALOGUE4 evidenced fields	—	2026-07-01	aging58d
Document Intelligence – Automate Document Processing enkaytech	Microsoft	Microsoft SaaS	L2 CATALOGUE5 evidenced fields	Microsoft term: 399 USD/P1M	2026-07-01	aging58d
Juniper Apstra marconi-wireless	Microsoft	Microsoft SaaS	L2 CATALOGUE4 evidenced fields	—	2026-07-01	aging58d
kang-heewon/gemma-4-12B-agentic-fable5-composer2.5-v2-3.5x-tau2-MLX-8bit kang-heewon	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
mradermacher/gemma-4-12B-agentic-fable5-composer2.5-v2-3.5x-tau2-uncensored-heretic-i1-GGUF mradermacher	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare-1/qwen3-4b-tooluse-eval-aligned-iter447 msr-spare-1	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter111 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter127 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter143 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter15 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter159 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter175 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter191 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter207 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter223 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter239 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter255 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter271 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter287 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter303 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter31 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter319 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter335 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter351 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter367 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter383 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter415 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter431 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter47 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter63 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter79 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-eval-aligned-iter95 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-glory-kl005-iter111 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-glory-kl005-iter127 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-glory-kl005-iter143 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-glory-kl005-iter15 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-glory-kl005-iter31 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-glory-kl005-iter47 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-glory-kl005-iter63 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-glory-kl005-iter79 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-glory-kl005-iter95 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d

14,042 matching · page 42 of 235← 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.