Technology & Software Engineering · 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 technology profile (adoption 30, trust 20, health 20, ecosystem 15, domain fit 10, governance 0, 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.
| # | Agent / product | Trust profile | Protocols (MCP · A2A · ARD) | Traces | License | Adopt | Trust | Health | Eco | Fit | Gov | Docs | Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 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 | 94 |
| 2 | 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 | 94 |
| 3 | 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 | 36 | 10 | 95 |
| 4 | 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 | 30 | 10 | 95 |
| 5 | Microsoft Security Copilot Microsoft · Security agent | Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues | – · – · – | none | Commercial | 29 | 19 | 20 | 15 | 38 | 36 | 10 | 88 |
| 6 | LangChain LangChain · Framework / orchestration | Publisher confirmed · evidence agent – · vendor T1 NVD: checked · issues linked | ○ · ✔ · – | T1 | MIT | 30 | 22 | 20 | 15 | 100 | 13 | 10 | 98 |
| 7 | LangGraph LangChain · Agent runtime / orchestration | Publisher confirmed · evidence agent – · vendor T1 NVD: checked · issues linked | – · ✔ · – | T1 | MIT | 29 | 21 | 20 | 15 | 100 | 13 | 10 | 96 |
| 8 | 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 | 93 |
| 9 | 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 | 93 |
| 10 | UiPath Agentic Automation UiPath · Enterprise agentic automation | Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues | – · – · – | none | Commercial | 28 | 19 | 20 | 15 | 100 | 22 | 10 | 93 |
| 11 | 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 | 36 | 10 | 93 |
| 12 | Claude Code Anthropic · Coding agent | Publisher likely · evidence agent – · vendor T1 NVD: checked · issues linked | – · – · – | T3 | Commercial | 29 | 16 | 20 | 14 | 38 | 0 | 10 | 85 |
| 13 | 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 | 91 |
| 14 | 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 | 90 |
| 15 | 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 | 87 |
| 16 | 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 | 87 |
| 17 | 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 | 91 |
| 18 | Microsoft Agent Store Microsoft · Marketplace / discovery hub | Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues | – · – · – | none | — | 27 | 18 | 20 | 15 | 99 | 36 | 10 | 91 |
| 19 | 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 | 92 |
| 20 | 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 | 89 |
| 21 | 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 | 88 |
| 22 | 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 | 93 |
| 23 | 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 | 91 |
| 24 | 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 | 84 |
| 25 | 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 | 82 |
| 26 | 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 | 89 |
| 27 | 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 | 36 | 10 | 92 |
| 28 | CrewAI CrewAI · Multi-agent framework | Publisher likely · evidence agent – NVD: not checked · no issues | – · – · – | none | MIT | 28 | 16 | 20 | 14 | 72 | ? | 10 | 87 |
| 29 | LlamaIndex LlamaIndex · Data/agent framework | Publisher likely · evidence agent – · vendor T4 NVD: checked · issues linked | – · – · – | none | MIT | 27 | 16 | 20 | 14 | 72 | 0 | 10 | 86 |
| 30 | Glean Agents Glean · Enterprise knowledge agents | Publisher confirmed · evidence agent – · vendor T4 NVD: checked · no issues | – · – · – | none | Commercial | 27 | 19 | 20 | 14 | 100 | 12 | 9 | 91 |
| 31 | 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 | 88 |
| 32 | 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 | 91 |
| 33 | 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 | 90 |
| 34 | 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 | 87 |
| 35 | 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 | 82 |
| 36 | Microsoft Dragon Copilot Microsoft · Clinical documentation agent | Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues | – · – · – | none | Commercial | 27 | 19 | 20 | 14 | 72 | 36 | 10 | 88 |
| 37 | 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 | 82 |
| 38 | Lexis+ AI LexisNexis · Legal research agent | Publisher confirmed · evidence agent – NVD: checked · no issues | – · – · – | none | Commercial | 28 | 19 | 20 | 13 | 35 | ? | 10 | 85 |
| 39 | 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 | 87 |
| 40 | Browser Use Browser Use · Browser agent | Publisher likely · evidence agent – · vendor T4 NVD: checked · issues linked | ○ · – · – | none | MIT | 29 | 17 | 20 | 14 | 35 | 0 | 9 | 85 |
| 41 | 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 | 89 |
| 42 | 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 | 86 |
| 43 | Cline Cline · Coding agent | Publisher likely · evidence agent – NVD: not checked · no issues | ○ · – · – | none | Apache-2.0 | 27 | 17 | 20 | 15 | 35 | ? | 9 | 84 |
| 44 | Moveworks Agentic AI Moveworks · Enterprise service agents | Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues | – · – · – | none | Commercial | 26 | 19 | 20 | 14 | 100 | 22 | 9 | 90 |
| 45 | 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 | 91 |
| 46 | 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 | 92 |
| 47 | 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 | 12 | 10 | 89 |
| 48 | 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 | 89 |
| 49 | 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 | 86 |
| 50 | 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 | 9 | 9 | 88 |
| 51 | 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 | 36 | 9 | 91 |
| 52 | Harvey Harvey · Legal AI agent/platform | Publisher confirmed · evidence agent – · vendor T4 NVD: not checked · no issues | – · – · – | none | Commercial | 28 | 19 | 20 | 13 | 72 | 12 | 9 | 88 |
| 53 | Open WebUI Open WebUI · Local AI/agent workspace | Publisher likely · evidence agent – NVD: checked · issues linked | ○ · – · – | none | BSD-3-Clause | 28 | 17 | 20 | 14 | 100 | ? | 9 | 90 |
| 54 | OpenHands All Hands AI · Coding agent | Publisher likely · evidence agent – NVD: checked · issues linked | – · – · – | none | MIT | 27 | 16 | 20 | 14 | 72 | ? | 9 | 86 |
| 55 | Firecrawl Firecrawl · Web agent/data tool | Publisher likely · evidence agent – · vendor T4 NVD: checked · issues linked | – · – · – | T1 | AGPL-3.0 | 26 | 16 | 20 | 15 | 35 | 0 | 9 | 82 |
| 56 | 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 | 80 |
| 57 | 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 | 36 | 9 | 90 |
| 58 | Pydantic AI Pydantic · Agent framework | Publisher confirmed · evidence agent – · vendor T4 NVD: checked · issues linked | – · ✔ · ✔ | T1 | MIT | 25 | 23 | 20 | 13 | 35 | 3 | 10 | 85 |
| 59 | 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 | 88 |
| 60 | Goose Block · Coding agent | Publisher likely · evidence agent – NVD: not checked · no issues | ○ · – · – | none | Apache-2.0 | 25 | 17 | 20 | 14 | 35 | ? | 9 | 81 |
| 61 | Zapier Agents Zapier · Workflow agents | Publisher confirmed · evidence agent – · vendor T4 NVD: checked · no issues | – · – · ✔ | T1 | Commercial | 26 | 21 | 20 | 15 | 100 | 3 | 9 | 92 |
| 62 | 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 | 81 |
| 63 | Aider Aider AI · Coding agent | Publisher likely · evidence agent – NVD: not checked · no issues | – · – · – | none | Apache-2.0 | 26 | 16 | 20 | 13 | 35 | ? | 10 | 80 |
| 64 | 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 | 89 |
| 65 | Abridge Abridge · Clinical documentation agent | Publisher confirmed · evidence agent – NVD: not checked · no issues | – · – · – | none | Commercial | 27 | 19 | 20 | 13 | 72 | ? | 9 | 87 |
| 66 | 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 | 82 |
| 67 | Roo Code RooCode · Coding agent | Publisher likely · evidence agent – NVD: checked · issues linked | – · – · – | none | Apache-2.0 | 26 | 16 | 20 | 15 | 99 | ? | 9 | 88 |
| 68 | 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 | 88 |
| 69 | Agentforce Insurance Salesforce · Insurance agents | Publisher confirmed · evidence agent T1 · vendor T1 NVD: checked · no issues | – · – · – | T3 | Commercial | 25 | 19 | 20 | 14 | 72 | 30 | 9 | 86 |
| 70 | 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 | 83 |
| 71 | mem0 Mem0 · Agent memory layer | Publisher likely · evidence agent – · vendor T4 NVD: not checked · no issues | – · – · – | none | Apache-2.0 | 25 | 16 | 20 | 15 | 99 | 0 | 9 | 87 |
| 72 | 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 | 36 | 10 | 90 |
| 73 | 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 | 78 |
| 74 | 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 | 87 |
| 75 | 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 | 85 |
| 76 | 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 | 85 |
| 77 | Gong AI Gong · Revenue intelligence agents | Publisher confirmed · evidence agent – · vendor T1 NVD: not checked · no issues | – · – · – | none | Commercial | 27 | 19 | 20 | 13 | 100 | 36 | 9 | 90 |
| 78 | 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 | 86 |
| 79 | Intercom Fin Intercom · Customer service agent | Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues | – · – · – | none | Commercial | 27 | 19 | 20 | 13 | 100 | 36 | 10 | 90 |
| 80 | Composio Composio · Agent tool integration | Publisher likely · evidence agent – NVD: checked · issues linked | ○ · – · – | none | Apache-2.0 | 24 | 17 | 20 | 15 | 100 | ? | 9 | 87 |
| 81 | 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 | 30 | 9 | 88 |
| 82 | Agno Agno · Agent framework | Publisher likely · evidence agent – NVD: not checked · no issues | – · – · – | none | MPL-2.0 | 25 | 16 | 20 | 14 | 99 | ? | 9 | 86 |
| 83 | Continue Continue · Coding agent platform | Publisher likely · evidence agent – NVD: checked · issues linked | – · – · – | none | Apache-2.0 | 25 | 16 | 20 | 14 | 100 | ? | 9 | 86 |
| 84 | RAGFlow InfiniFlow · RAG/agent platform | Publisher likely · evidence agent – · vendor T4 NVD: not checked · no issues | – · – · – | none | Apache-2.0 | 26 | 16 | 20 | 13 | 99 | 0 | 9 | 86 |
| 85 | 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 | 12 | 10 | 89 |
| 86 | Botpress Botpress · Agent/chatbot platform | Publisher confirmed · evidence agent – · vendor T4 NVD: checked · no issues | – · – · – | none | Commercial | 24 | 19 | 20 | 14 | 100 | 3 | 9 | 88 |
| 87 | DSPy Stanford NLP · LM programming framework | Publisher likely · evidence agent – NVD: not checked · no issues | – · – · – | none | MIT | 24 | 16 | 20 | 12 | 35 | ? | 10 | 77 |
| 88 | E2B E2B · Agent sandbox infrastructure | Publisher likely · evidence agent – · vendor T4 NVD: not checked · no issues | – · – · – | T1 | Apache-2.0 | 23 | 16 | 20 | 14 | 100 | 0 | 9 | 84 |
| 89 | AI SDK Agents / ToolLoopAgent Vercel · Agent SDK capability | Publisher likely · evidence agent – · vendor T4 NVD: checked · no issues | – · – · – | none | Apache-2.0 | 23 | 16 | 20 | 14 | 100 | 0 | 9 | 84 |
| 90 | Mastra Mastra · Agent framework | Publisher likely · evidence agent – · vendor T4 NVD: not checked · no issues | ○ · – · – | none | Elastic-2.0 | 24 | 17 | 20 | 14 | 100 | 0 | 10 | 87 |
| 91 | LangChain Deep Agents LangChain · Agent harness | Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues | – · ✔ · – | T1 | MIT | 23 | 21 | 20 | 14 | 96 | 13 | 9 | 88 |
| 92 | Flowise FlowiseAI · Visual agent builder | Publisher likely · evidence agent – · vendor T4 NVD: not checked · no issues | – · – · – | none | Apache-2.0 | 25 | 16 | 20 | 14 | 99 | 0 | 9 | 86 |
| 93 | Crawl4AI Crawl4AI · Web crawling for agents | Publisher likely · evidence agent – · vendor T4 NVD: checked · issues linked | ○ · – · – | none | Apache-2.0 | 25 | 17 | 20 | 14 | 99 | 0 | 9 | 87 |
| 94 | Langflow Langflow · Visual agent builder | Publisher likely · evidence agent – NVD: checked · issues linked | – · – · – | none | MIT | 24 | 16 | 20 | 14 | 100 | ? | 9 | 85 |
| 95 | 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 | 88 |
| 96 | 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 | 88 |
| 97 | Vanta AI / GRC Vanta · Security compliance automation | Publisher confirmed · evidence agent – · vendor T1 NVD: checked · no issues | – · – · – | none | Commercial | 28 | 19 | 20 | 13 | 100 | 22 | 10 | 91 |
| 98 | LobeChat LobeHub · Agent/chat workspace | Publisher likely · evidence agent – · vendor T4 NVD: checked · issues linked | ○ · – · – | T1 | Apache-2.0 | 25 | 17 | 20 | 14 | 99 | 0 | 9 | 87 |
| 99 | 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 | 84 |
| 100 | Activepieces Activepieces · Workflow/agent automation | Publisher likely · evidence agent – · vendor T4 NVD: checked · issues linked | ○ · – · – | none | MIT | 23 | 17 | 20 | 14 | 100 | 0 | 9 | 85 |
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.