Domain 2 of 12 · regulated profile

Finance & Banking · Top 100

The Top 100 and its order are the curated 2026-09-25 workbook: the curator's judgment of which agents belong here and how well they fit. The evidence columns are recomputed on every build — Trust from the publisher check and protocol probes, Gov from credited compliance evidence (vendor-level rows at half credit) — and the Score weights all components under the regulated profile (adoption 15, trust 25, health 10, ecosystem 10, domain fit 20, governance 15, docs 5). The score is shown beside the rank, not used to sort it. Scores are comparative discovery signals, not certification. Evidence as of 2026-10-26 · sar-score-2.0.

Search within Finance Export JSON

#	Agent / product	Trust profile	Protocols (MCP · A2A · ARD)	Traces	License	Adopt	Trust	Health	Eco	Fit	Gov	Docs	Score
1	Agentforce Financial Services Salesforce · Financial-services agents	Publisher unconfirmed · evidence agent T1 · vendor T1 NVD: checked · no issues	– · – · –	T3	Commercial	26	11	20	15	72	0	10	63
2	UiPath Agentic Automation UiPath · Enterprise agentic automation	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues	– · – · –	none	Commercial	28	19	20	15	100	19	10	81
3	OneTrust AI Governance OneTrust · AI governance / compliance	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues	– · – · –	none	Commercial	26	19	20	13	72	22	10	73
4	Workiva AI Workiva · Financial reporting / compliance AI	Publisher confirmed · evidence agent T1 · vendor T1 NVD: checked · no issues	– · – · –	none	Commercial	25	19	19	13	99	10	10	76
5	Automation Anywhere AI Agent Studio Automation Anywhere · Enterprise agentic automation	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues	– · – · –	none	Commercial	27	19	20	14	100	26	9	80
6	Agentforce Insurance Salesforce · Insurance agents	Publisher confirmed · evidence agent T1 · vendor T1 NVD: checked · no issues	– · – · –	T3	Commercial	25	19	20	14	72	20	9	73
7	Palantir AIP Agents Palantir · Enterprise operational agents	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues	– · – · –	none	Commercial	26	19	20	14	100	10	9	77
8	Dataiku AI Agents Dataiku · Enterprise data/analytics agents	Publisher confirmed · evidence agent – · vendor T4 NVD: checked · no issues	– · – · –	none	Commercial	25	19	20	14	100	9	10	77
9	AlphaSense Generative Search / Agents AlphaSense · Financial research AI	Publisher confirmed · evidence agent – · vendor T4 NVD: checked · no issues	– · – · –	none	Commercial	27	19	20	12	100	9	10	77
10	AuditBoard AI AuditBoard · Audit/risk agents	Publisher confirmed · evidence agent – · vendor T4 NVD: checked · no issues	– · – · –	none	Commercial	25	19	19	12	100	3	9	74
11	Credo AI Credo AI · AI governance	Publisher confirmed · evidence agent – · vendor T4 NVD: checked · no issues	– · – · –	none	Commercial	23	19	20	12	96	6	9	73
12	Workato Agentic / AI Workato · Enterprise workflow agents	Publisher confirmed · evidence agent – · vendor T4 NVD: checked · no issues	– · – · –	none	Commercial	24	19	20	15	100	9	9	77
13	Norm AI Norm AI · Regulatory compliance agents	Publisher confirmed · evidence agent – · vendor T4 NVD: not checked · no issues	– · – · –	none	Commercial	24	19	20	12	96	0	9	73
14	Kore.ai AI for Work / XO Kore.ai · Enterprise conversational agents	Publisher confirmed · evidence agent – · vendor T4 NVD: checked · no issues	– · – · –	none	Commercial	25	19	19	14	100	0	9	75
15	Cognigy AI Agents Cognigy · Contact-center agents	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues	– · – · –	none	Commercial	24	19	20	14	100	10	9	76
16	Automation Anywhere Customer Onboarding for Financial Services Automation Anywhere · KYC/onboarding agents	Publisher unconfirmed · evidence agent – · vendor T1 NVD: checked · no issues	– · – · –	none	Commercial	22	11	19	13	100	0	9	65
17	Kensho AI Kensho / S&P Global · Financial data AI	Publisher confirmed · evidence agent – NVD: checked · no issues	– · – · –	none	Commercial	23	19	19	12	99	?	9	72
18	CUBE RegPlatform CUBE · Regulatory intelligence AI	Publisher confirmed · evidence agent – NVD: checked · no issues	– · – · –	none	Commercial	23	19	19	12	99	?	9	72
19	Automation Anywhere Healthcare RCM Automation Anywhere · Healthcare revenue-cycle agents	Publisher unconfirmed · evidence agent – · vendor T1 NVD: checked · no issues	– · – · –	none	Commercial	22	11	19	13	96	0	9	64
20	Hebbia Matrix Hebbia · Research/analysis agents	Publisher confirmed · evidence agent – · vendor T4 NVD: checked · no issues	– · – · –	none	Commercial	24	19	20	12	100	9	9	75
21	Zensar AI-Powered Regulatory Compliance Zensar · Regulatory compliance agents	Publisher unconfirmed · evidence agent – NVD: checked · no issues	– · – · –	none	Commercial	19	11	19	13	96	?	9	62
22	Regology Regology · Regulatory intelligence AI	Publisher confirmed · evidence agent – NVD: checked · no issues	– · – · –	none	Commercial	21	19	19	12	96	?	9	71
23	LogicGate Risk Cloud AI LogicGate · GRC / risk agents	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues	– · – · –	none	Commercial	22	19	19	12	96	10	9	73
24	Akur8 Akur8 · Insurance pricing AI	Publisher confirmed · evidence agent – · vendor T4 NVD: not checked · no issues	– · – · –	none	Commercial	22	19	20	11	96	6	9	72
25	KrypC Comply KrypC · AI agent governance	Publisher unconfirmed · evidence agent – NVD: checked · no issues	– · – · –	none	Commercial	18	11	19	12	96	?	8	61
26	Searce Agentic AI Banking & Finance Compliance Searce · Banking compliance agents	Publisher unconfirmed · evidence agent – NVD: checked · no issues	– · – · –	none	Commercial	18	11	18	12	100	?	8	61
27	Microsoft Security Copilot Microsoft · Security agent	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues	– · – · –	none	Commercial	29	19	20	15	38	29	10	71
28	AWS Marketplace AI Agents & Tools AWS · Marketplace / discovery hub	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues	– · – · –	none	—	27	18	20	15	96	22	10	79
29	OpenAI Agents SDK (Python) OpenAI · Agent SDK	Publisher likely · evidence agent – · vendor T1 NVD: checked · no issues	? · ? · ?	none	MIT	28	16	20	14	72	0	10	69
30	GitHub Copilot coding agent GitHub / Microsoft · Coding agent	Publisher likely · evidence agent T1 · vendor T1 NVD: checked · no issues	○ · ? · ?	T3	Proprietary	30	17	20	15	100	0	10	77
31	CrowdStrike Charlotte AI CrowdStrike · Security agent	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues	– · – · –	none	Commercial	28	19	20	14	72	10	9	73
32	Amazon Bedrock Agents / AgentCore AWS · Managed agent platform	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues	– · – · –	none	AWS service	29	19	20	15	99	22	10	82
33	Microsoft Copilot Studio Microsoft · Enterprise agent platform	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · issues linked	○ · – · –	T2	Microsoft service	29	20	20	15	100	29	10	84
34	Salesforce Agentforce Salesforce · Enterprise agent platform	Publisher confirmed · evidence agent T1 · vendor T1 NVD: checked · issues linked	○ · – · –	T2	Salesforce service	29	20	20	15	100	20	10	83
35	Google Security Operations AI Google Cloud · Security AI	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues	– · – · –	none	Commercial	27	19	20	14	35	22	9	67
36	Amazon Q Developer AWS · Coding/enterprise agent	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · issues linked	– · – · –	T2	AWS service	28	19	20	15	99	22	10	81
37	Azure AI Foundry Agent Service Microsoft · Managed agent platform	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues	– · – · –	none	Microsoft service	28	19	20	15	100	29	10	82
38	Google Vertex AI Agent Engine Google Cloud · Managed agent platform	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues	– · – · –	none	Google Cloud service	28	19	20	15	99	22	10	81
39	LangGraph LangChain · Agent runtime / orchestration	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · issues linked	– · ✔ · –	T1	MIT	29	21	20	15	100	13	10	83
40	Google Agent Development Kit (ADK) Google · Agent SDK	Publisher likely · evidence agent – · vendor T1 NVD: checked · issues linked	? · ? · ?	none	Apache-2.0	27	16	20	15	99	0	10	74
41	Microsoft Agent Store Microsoft · Marketplace / discovery hub	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues	– · – · –	none	—	27	18	20	15	99	29	10	81
42	Microsoft 365 Copilot for Government Microsoft · Government productivity agent	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues	– · – · –	T3	Commercial	27	19	20	15	100	29	10	82
43	Vanta AI / GRC Vanta · Security compliance automation	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues	– · – · –	none	Commercial	28	19	20	13	100	19	10	80
44	OpenAI Codex CLI OpenAI · Coding agent	Publisher likely · evidence agent – · vendor T1 NVD: checked · issues linked	? · ? · ?	none	Apache-2.0	28	16	20	14	72	0	10	69
45	SentinelOne Purple AI SentinelOne · Security agent	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues	– · – · –	none	Commercial	27	19	20	14	72	10	9	72
46	Databricks Mosaic AI Agent Framework Databricks · Enterprise agent framework	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues	– · – · –	none	Databricks service	25	19	20	14	99	3	9	76
47	LangChain LangChain · Framework / orchestration	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · issues linked	○ · ✔ · –	T1	MIT	30	22	20	15	100	13	10	84
48	Gemini CLI Google · Coding agent	Publisher likely · evidence agent – · vendor T1 NVD: checked · issues linked	○ · – · –	T2	Apache-2.0	28	17	20	15	96	0	10	75
49	Microsoft Agent Framework Microsoft · Agent framework	Publisher likely · evidence agent – · vendor T1 NVD: checked · no issues	– · – · –	none	MIT	26	16	20	15	96	0	10	73
50	ServiceNow AI Agents ServiceNow · Enterprise agents	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues	– · – · –	none	ServiceNow service	27	19	20	15	100	10	9	79
51	Claude Code Anthropic · Coding agent	Publisher likely · evidence agent – · vendor T1 NVD: checked · issues linked	– · – · –	T3	Commercial	29	16	20	14	38	0	10	62
52	Microsoft Dragon Copilot Microsoft · Clinical documentation agent	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues	– · – · –	none	Commercial	27	19	20	14	72	29	10	76
53	Thomson Reuters CoCounsel Thomson Reuters · Legal research/drafting agent	Publisher unconfirmed · evidence agent – · vendor T4 NVD: checked · no issues	– · – · –	none	Commercial	28	11	20	13	72	0	10	63
54	Lexis+ AI LexisNexis · Legal research agent	Publisher confirmed · evidence agent – NVD: checked · no issues	– · – · –	none	Commercial	28	19	20	13	35	?	10	64
55	IBM watsonx Orchestrate IBM · Enterprise agent platform	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · issues linked	– · – · –	none	IBM service	25	19	19	14	100	12	9	77
56	Gemini Enterprise agents Google · Enterprise agents	Publisher confirmed · evidence agent T1 · vendor T1 NVD: checked · no issues	– · – · –	none	Google service	27	19	19	15	100	22	9	80
57	Google Cloud Marketplace AI Agents Google Cloud · Marketplace / discovery hub	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues	– · – · –	none	—	25	18	20	15	96	22	10	78
58	Drata Drata · Security compliance automation	Publisher confirmed · evidence agent T1 · vendor T1 NVD: not checked · no issues	– · – · –	none	Commercial	26	19	20	13	100	10	10	77
59	SAP Joule for Supply Chain SAP · Supply-chain agents	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues	– · – · –	none	Commercial	27	19	20	14	99	10	9	78
60	Wiz AI Wiz · Cloud security AI	Publisher confirmed · evidence agent – · vendor T1 NVD: not checked · no issues	– · – · –	none	Commercial	26	19	20	13	72	10	9	71
61	Vercel AI SDK Vercel · AI app/agent SDK	Publisher likely · evidence agent – · vendor T4 NVD: checked · no issues	– · – · –	none	Apache-2.0	27	16	20	14	35	0	10	61
62	Microsoft Dynamics 365 Supply Chain agents Microsoft · Supply-chain agents	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues	– · – · –	none	Commercial	26	19	20	14	100	29	9	80
63	Palantir AIP for Government Palantir · Public-sector operational agents	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues	– · – · –	none	Commercial	26	19	20	14	72	10	9	72
64	Strands Agents AWS · Agent SDK	Publisher likely · evidence agent – · vendor T1 NVD: checked · issues linked	○ · – · –	none	Apache-2.0	24	17	20	15	96	0	9	73
65	HubSpot Breeze Agents HubSpot · Sales/marketing/service agents	Publisher confirmed · evidence agent – · vendor T4 NVD: checked · no issues	– · – · –	none	Commercial	28	19	20	14	100	6	10	78
66	Glean Agents Glean · Enterprise knowledge agents	Publisher confirmed · evidence agent – · vendor T4 NVD: checked · no issues	– · – · –	none	Commercial	27	19	20	14	100	9	9	78
67	Oracle SCM AI Agents Oracle · Supply-chain agents	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues	– · – · –	none	Commercial	25	19	20	14	96	15	9	77
68	Google Gemini for Government Google · Government AI platform	Publisher confirmed · evidence agent T1 · vendor T1 NVD: checked · no issues	– · – · –	none	Commercial	25	19	20	14	72	22	9	73
69	Harvey Harvey · Legal AI agent/platform	Publisher confirmed · evidence agent – · vendor T4 NVD: not checked · no issues	– · – · –	none	Commercial	28	19	20	13	72	9	9	72
70	LlamaIndex LlamaIndex · Data/agent framework	Publisher likely · evidence agent – · vendor T4 NVD: checked · issues linked	– · – · –	none	MIT	27	16	20	14	72	0	10	68
71	Moveworks Agentic AI Moveworks · Enterprise service agents	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues	– · – · –	none	Commercial	26	19	20	14	100	19	9	79
72	Snowflake Cortex Agents Snowflake · Enterprise data agents	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues	– · – · –	none	Snowflake service	25	19	19	14	100	10	9	76
73	Salesforce Government Cloud / Agentforce Salesforce · Government service agents	Publisher confirmed · evidence agent T1 · vendor T1 NVD: checked · no issues	– · – · –	T3	Commercial	24	19	20	14	100	20	9	78
74	Abridge Abridge · Clinical documentation agent	Publisher confirmed · evidence agent – NVD: not checked · no issues	– · – · –	none	Commercial	27	19	20	13	72	?	9	70
75	Guidewire AI Guidewire · Insurance AI	Publisher confirmed · evidence agent – · vendor T4 NVD: checked · no issues	– · – · –	none	Commercial	25	19	20	13	72	0	9	69
76	n8n n8n · Workflow/agent automation	Publisher likely · evidence agent – · vendor T4 NVD: not checked · no issues	○ · – · –	none	Sustainable Use License	29	17	20	15	100	0	10	77
77	CrewAI CrewAI · Multi-agent framework	Publisher likely · evidence agent – NVD: not checked · no issues	– · – · –	none	MIT	28	16	20	14	72	?	10	69
78	Atlassian Rovo Atlassian · Enterprise/work agent	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues	– · – · –	none	Atlassian service	25	19	20	14	99	16	9	78
79	NVIDIA NeMo Agent Toolkit NVIDIA · Agent toolkit	Publisher likely · evidence agent – NVD: checked · issues linked	– · – · –	none	Apache-2.0	23	16	20	14	72	?	9	66
80	SAP Joule Agents SAP · Enterprise agents	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues	– · – · –	none	SAP service	24	19	19	14	100	10	9	76
81	Zendesk AI Agents Zendesk · Customer service agents	Publisher confirmed · evidence agent T1 · vendor T1 NVD: checked · no issues	– · – · –	none	Commercial	27	19	20	13	100	29	10	81
82	Pydantic AI Pydantic · Agent framework	Publisher confirmed · evidence agent – · vendor T4 NVD: checked · issues linked	– · ✔ · ✔	T1	MIT	25	23	20	13	35	3	10	67
83	Palo Alto Networks Unit 42 Continuous Frontier AI Defense Palo Alto Networks · Cyber defense agentic service	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues	– · – · –	none	Commercial	25	19	20	13	35	10	8	63
84	Hugging Face Agents / Spaces ecosystem Hugging Face · Marketplace / community hub	Publisher likely · evidence agent – · vendor T4 NVD: checked · no issues	? · ? · ?	none	Various	25	16	20	14	35	0	10	60
85	Microsoft Semantic Kernel Microsoft · Agent/application SDK	Publisher likely · evidence agent – · vendor T1 NVD: checked · no issues	– · – · –	none	MIT	25	16	18	14	99	0	10	72
86	Oracle AI Agent Studio Oracle · Enterprise agent platform	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues	– · – · –	none	Oracle service	23	19	19	14	100	15	9	76
87	Gong AI Gong · Revenue intelligence agents	Publisher confirmed · evidence agent – · vendor T1 NVD: not checked · no issues	– · – · –	none	Commercial	27	19	20	13	100	29	9	80
88	Hugging Face smolagents Hugging Face · Agent framework	Publisher likely · evidence agent – · vendor T4 NVD: checked · issues linked	? · ? · ?	none	Apache-2.0	24	16	20	13	35	0	10	59
89	Haystack deepset · RAG/agent framework	Publisher likely · evidence agent – · vendor T1 NVD: checked · issues linked	○ · – · –	none	Apache-2.0	24	17	20	13	72	0	10	67
90	Rasa Pro / CALM agents Rasa · Conversational agent platform	Publisher likely · evidence agent – · vendor T4 NVD: checked · no issues	– · – · –	none	Apache-2.0 core	25	16	19	13	100	0	10	72
91	Dify LangGenius · Agent app platform	Publisher likely · evidence agent – · vendor T4 NVD: not checked · no issues	○ · – · –	none	Apache-2.0	30	17	19	14	99	0	9	75
92	Goose Block · Coding agent	Publisher likely · evidence agent – NVD: not checked · no issues	○ · – · –	none	Apache-2.0	25	17	20	14	35	?	9	60
93	Intercom Fin Intercom · Customer service agent	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues	– · – · –	none	Commercial	27	19	20	13	100	26	10	80
94	Ironclad AI Ironclad · Contract lifecycle AI	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues	– · – · –	none	Commercial	26	19	20	13	100	19	9	78
95	Kinaxis Maestro AI Kinaxis · Supply-chain planning AI	Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues	– · – · –	none	Commercial	24	19	20	13	72	16	9	71
96	Blue Yonder AI Agents Blue Yonder · Supply-chain planning agents	Publisher confirmed · evidence agent – NVD: checked · no issues	– · – · –	none	Commercial	24	19	20	13	72	?	9	69
97	Cline Cline · Coding agent	Publisher likely · evidence agent – NVD: not checked · no issues	○ · – · –	none	Apache-2.0	27	17	20	15	35	?	9	62
98	DSPy Stanford NLP · LM programming framework	Publisher likely · evidence agent – NVD: not checked · no issues	– · – · –	none	MIT	24	16	20	12	35	?	10	58
99	Everlaw AI Everlaw · eDiscovery/legal AI	Publisher confirmed · evidence agent T1 · vendor T4 NVD: checked · no issues	– · – · –	none	Commercial	25	19	20	12	72	6	9	69
100	Aider Aider AI · Coding agent	Publisher likely · evidence agent – NVD: not checked · no issues	– · – · –	none	Apache-2.0	26	16	20	13	35	?	10	60

MCP = Model Context Protocol, A2A = Agent2Agent, ARD = Agentic Resource Discovery · ✔ verified at the publisher's endpoint · ○ claimed (vendor documentation or the resource's own description) · – probed, not found · ? not probed (code-host URL or no publisher domain) · components: adoption /30, trust /25, health /20, ecosystem /15, fit /100, governance /100, docs /10 · "?" = unknown, counted as 0.

Discovered, unranked

found by the connectors; classified into this domain but not scored against the seed baseline

FinceptTerminal Fincept-Corporation Publisher confirmed

QuantDinger OpenByteInc Publisher likely

ai-berkshire xbtlin Publisher likely

Vibe-Trading HKUDS Publisher likely

hummingbot hummingbot Publisher confirmed

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daily_stock_analysis ZhuLinsen Publisher likely

BeliefState beliefstate.ai Publisher confirmed

eliza elizaOS Publisher likely

sphere unicity-sphere Publisher confirmed

ARC (arcreport.ai): can an agent reach checkout? arcreport.ai Publisher confirmed

Alpha Bazaar Arena alphabazaar.ai Publisher confirmed

500-AI-Agents-Projects ashishpatel26 Publisher likely

Achromat Machine Operational Memory for fintech mom.achromat.ai Publisher confirmed

groTAX by Grovisor grovisor.ae Publisher confirmed

Aard (agent skill) aard.ai Publisher confirmed

agency.lona/trading lona.agency Publisher confirmed

Propick Integration MCP propick.ae Publisher confirmed

AgenticBooks agenticbooks.ai Publisher confirmed

AgentRoam agentroam.ai Publisher confirmed

AkkruData akkrudata.ai Publisher confirmed

ai.askmiles/catalog askmiles.ai Publisher confirmed

Augenix augenix.ai Publisher confirmed

Balanços.AI balancos.ai Publisher confirmed

BotInfo — Advanced Robot Market Data botinfo.ai Publisher confirmed

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Agentic Shelf agenticshelf.ai Publisher confirmed

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APIThreshold apithreshold.ai Publisher confirmed

Achromat Machine Operational Memory mom.achromat.ai Publisher confirmed

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Apify Agent General Interface (AGI) apify.com Publisher confirmed

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Pay-per-request inference (skill) agentgates.ai Publisher confirmed

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Citing official statistics (agent skill) aard.ai Publisher confirmed

agent-hub bankrolled.ai Publisher confirmed

PuroAir agenticshelf.ai Publisher unconfirmed

aTars MCP aarna.ai Publisher unconfirmed