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
msr-spare/qwen3-4b-tooluse-yolo-0621-iter111 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-yolo-0621-iter127 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-yolo-0621-iter143 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-yolo-0621-iter15 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-yolo-0621-iter159 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-yolo-0621-iter175 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-yolo-0621-iter191 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-yolo-0621-iter207 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-yolo-0621-iter223 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-yolo-0621-iter239 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-yolo-0621-iter255 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-yolo-0621-iter271 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-yolo-0621-iter31 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-yolo-0621-iter47 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-yolo-0621-iter63 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-yolo-0621-iter79 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
msr-spare/qwen3-4b-tooluse-yolo-0621-iter95 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-07-01	aging58d
Tealdroid AI tealdroid	Microsoft	Microsoft SaaS	L2 CATALOGUE6 evidenced fields	Microsoft term: 4 USD/P1M	2026-07-01	aging58d
Aera Decision Cloud™ aera-technology	Microsoft	Microsoft SaaS	L2 CATALOGUE6 evidenced fields	Microsoft term: free	2026-06-30	aging59d
ai.aviado/health ai-aviado	MCP Registry	—	L2 CATALOGUE2 evidenced fields	—	2026-06-30	aging59d
ai.blast-radius/blast-radius ai-blast-radius	MCP Registry	—	L2 CATALOGUE2 evidenced fields	—	2026-06-30	aging59d
Asset Insight dronepower	Microsoft	Microsoft SaaS	L2 CATALOGUE5 evidenced fields	—	2026-06-30	aging59d
Chronary ai-chronary	MCP Registry	—	L2 CATALOGUE2 evidenced fields	—	2026-06-30	aging59d
Creator SKILL v2 — Influencer Discovery ai-deinai	MCP RegistryPyPI	—	L2 CATALOGUE2 evidenced fields	—	2026-06-30	aging59d
Dawnguard - Cloud Security Architecture Platform dawnguard-ai	Microsoft	Microsoft SaaS	L2 CATALOGUE5 evidenced fields	Microsoft term: 78000 USD/P1Y	2026-06-30	aging59d
Frends iPaaS frends-technology	Microsoft	Microsoft SaaS	L2 CATALOGUE6 evidenced fields	Microsoft term: 950 USD/P1M · meter: 3 USD/P1H	2026-06-30	aging59d
guardiance ccube	Microsoft	Microsoft SaaS	L2 CATALOGUE6 evidenced fields	Microsoft term: free	2026-06-30	aging59d
LTM Data & AI SkillhuntAI ltimindtree	Microsoft	Microsoft ConsultingServices	L2 CATALOGUE5 evidenced fields	—	2026-06-30	aging59d
Scaida - BrainCT mlhealth360	Microsoft	Microsoft SaaS	L2 CATALOGUE5 evidenced fields	—	2026-06-30	aging59d
Scaida Detect CT mlhealth360	Microsoft	Microsoft SaaS	L2 CATALOGUE5 evidenced fields	—	2026-06-30	aging59d
Veeam Data Cloud for Salesforce veeam	Microsoft	Microsoft SaaS	L2 CATALOGUE6 evidenced fields	Microsoft term: 48 USD/P1Y · meter: 48 USD/P1H	2026-06-30	aging59d
yuxinlu1/gemma-4-12B-agentic-fable5-composer2.5-v2-3.5x-tau2 yuxinlu1	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-06-30	aging59d
ai.atdev/supershopping ai-atdev	MCP Registry	—	L2 CATALOGUE2 evidenced fields	—	2026-06-29	aging2mo
ai.backengine/backengine-mcp ai-backengine	MCP Registry	—	L2 CATALOGUE2 evidenced fields	—	2026-06-29	aging2mo
BlueNexus Universal MCP ai-bluenexus	MCP Registry	—	L2 CATALOGUE2 evidenced fields	—	2026-06-29	aging2mo
Cyclr MCP PaaS - Embedded MCP cyclr-systems	Microsoft	Microsoft SaaS	L2 CATALOGUE5 evidenced fields	—	2026-06-29	aging2mo
Sinequa CloudPrem chapsvision	Microsoft	Microsoft AzureApplication	L2 CATALOGUE6 evidenced fields	Microsoft term: free	2026-06-29	aging2mo
Vertex Configuration Agent for Microsoft Dynamics 365 vertex	Microsoft	Microsoft DynamicsCE	L2 CATALOGUE7 evidenced fields	—	2026-06-29	aging2mo
Voice Chatbot & AI Agent - Revolutionize Customer Service with Microsoft AI-Powered Smart AI Voice Assistant Solutions streebo	Microsoft	Microsoft SaaS	L2 CATALOGUE4 evidenced fields	—	2026-06-29	aging2mo
cy0307/ag-llm-agent-tooluse cy0307	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-06-28	aging2mo
ENYAL by Greenland AI ai-enyal	MCP Registry	—	L2 CATALOGUE2 evidenced fields	—	2026-06-28	aging2mo
ai.augmentev/paseo ai-augmentev	MCP Registry	—	L2 CATALOGUE2 evidenced fields	—	2026-06-26	aging2mo
CTA AI Data Bridge Platform cta-data-bridge	Microsoft	Microsoft SaaS	L2 CATALOGUE6 evidenced fields	Microsoft term: 9.72 USD/P1Y	2026-06-26	aging2mo
EcoSystem AEC + Regulatory - 27 Agentes de IA projeto-engenharia	Microsoft	Microsoft SaaS	L2 CATALOGUE5 evidenced fields	—	2026-06-26	aging2mo
Elasticsearch by Carahsoft carahsoft-technology	Microsoft	Microsoft SaaS	L2 CATALOGUE6 evidenced fields	Microsoft term: 12800 USD/P1Y	2026-06-26	aging2mo
Energy Data Centricity: Services to Support Client's Adoption of the OSDU ADME Platform wipro	Microsoft	Microsoft SaaS	L2 CATALOGUE5 evidenced fields	—	2026-06-26	aging2mo
msr-spare/qwen3-4b-tooluse-gate-curric-iter111 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-06-26	aging2mo
msr-spare/qwen3-4b-tooluse-gate-curric-iter127 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-06-26	aging2mo
msr-spare/qwen3-4b-tooluse-gate-curric-iter143 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-06-26	aging2mo
msr-spare/qwen3-4b-tooluse-gate-curric-iter15 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-06-26	aging2mo
msr-spare/qwen3-4b-tooluse-gate-curric-iter159 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-06-26	aging2mo
msr-spare/qwen3-4b-tooluse-gate-curric-iter175 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-06-26	aging2mo
msr-spare/qwen3-4b-tooluse-gate-curric-iter191 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-06-26	aging2mo
msr-spare/qwen3-4b-tooluse-gate-curric-iter207 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-06-26	aging2mo
msr-spare/qwen3-4b-tooluse-gate-curric-iter223 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-06-26	aging2mo
msr-spare/qwen3-4b-tooluse-gate-curric-iter239 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-06-26	aging2mo
msr-spare/qwen3-4b-tooluse-gate-curric-iter255 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-06-26	aging2mo
msr-spare/qwen3-4b-tooluse-gate-curric-iter271 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-06-26	aging2mo
msr-spare/qwen3-4b-tooluse-gate-curric-iter287 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-06-26	aging2mo
msr-spare/qwen3-4b-tooluse-gate-curric-iter303 msr-spare	Hugging Face	—	L2 CATALOGUE2 evidenced fields	—	2026-06-26	aging2mo

14,042 matching · page 43 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.