{"domain":"cybersecurity","label":"Cybersecurity","snapshot_date":"2026-09-25","built_at":"2026-10-26T12:45:45Z","score_version":"sar-score-2.0","profile":"security","ranked":[{"id":"res_87d8238bc6c69d8d","slug":"microsoft-microsoft-security-copilot","name":"Microsoft Security Copilot","vendor":"Microsoft","category":"Security agent","resource_type":"agent","license":"Commercial","rank":1,"score":77.6,"profile":"security","evidence_coverage":1.0,"components":{"adoption":29.0,"trust":19.0,"health":20.0,"ecosystem":15.0,"domain_fit":38.0,"governance":36.0,"docs":10.0},"seed_rank":1,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_67068f0d7f2e2999","slug":"crowdstrike-crowdstrike-charlotte-ai","name":"CrowdStrike Charlotte AI","vendor":"CrowdStrike","category":"Security agent","resource_type":"agent","license":"Commercial","rank":2,"score":79.3,"profile":"security","evidence_coverage":1.0,"components":{"adoption":28.0,"trust":19.0,"health":20.0,"ecosystem":14.0,"domain_fit":72.0,"governance":20.0,"docs":9.0},"seed_rank":2,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_6896fc269a638cef","slug":"google-cloud-google-security-operations-ai","name":"Google Security Operations AI","vendor":"Google Cloud","category":"Security AI","resource_type":"agent","license":"Commercial","rank":3,"score":74.0,"profile":"security","evidence_coverage":1.0,"components":{"adoption":27.0,"trust":19.0,"health":20.0,"ecosystem":14.0,"domain_fit":35.0,"governance":29.0,"docs":9.0},"seed_rank":3,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_d36f55db48527365","slug":"vanta-vanta-ai-grc","name":"Vanta AI / GRC","vendor":"Vanta","category":"Security compliance automation","resource_type":"agent","license":"Commercial","rank":4,"score":84.2,"profile":"security","evidence_coverage":1.0,"components":{"adoption":28.0,"trust":19.0,"health":20.0,"ecosystem":13.0,"domain_fit":100.0,"governance":29.0,"docs":10.0},"seed_rank":4,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_d047d4c2fb417e09","slug":"sentinelone-sentinelone-purple-ai","name":"SentinelOne Purple AI","vendor":"SentinelOne","category":"Security agent","resource_type":"agent","license":"Commercial","rank":5,"score":78.6,"profile":"security","evidence_coverage":1.0,"components":{"adoption":27.0,"trust":19.0,"health":20.0,"ecosystem":14.0,"domain_fit":72.0,"governance":20.0,"docs":9.0},"seed_rank":5,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_b009f945b79c9eb7","slug":"drata-drata","name":"Drata","vendor":"Drata","category":"Security compliance automation","resource_type":"agent","license":"Commercial","rank":6,"score":82.0,"profile":"security","evidence_coverage":1.0,"components":{"adoption":26.0,"trust":19.0,"health":20.0,"ecosystem":13.0,"domain_fit":100.0,"governance":20.0,"docs":10.0},"seed_rank":6,"trust":{"identity":2,"compliance":1,"vendor_compliance":1,"security":null,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_656a0fb6dc67b9e6","slug":"wiz-wiz-ai","name":"Wiz AI","vendor":"Wiz","category":"Cloud security AI","resource_type":"agent","license":"Commercial","rank":7,"score":77.3,"profile":"security","evidence_coverage":1.0,"components":{"adoption":26.0,"trust":19.0,"health":20.0,"ecosystem":13.0,"domain_fit":72.0,"governance":20.0,"docs":9.0},"seed_rank":7,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":null,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_6ce3823a7bc236fb","slug":"palo-alto-networks-palo-alto-networks-unit-42-continuous-frontier-ai-defense","name":"Palo Alto Networks Unit 42 Continuous Frontier AI Defense","vendor":"Palo Alto Networks","category":"Cyber defense agentic service","resource_type":"agent","license":"Commercial","rank":8,"score":70.6,"profile":"security","evidence_coverage":1.0,"components":{"adoption":25.0,"trust":19.0,"health":20.0,"ecosystem":13.0,"domain_fit":35.0,"governance":20.0,"docs":8.0},"seed_rank":8,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_f80a0e1295d21843","slug":"github-microsoft-github-copilot-coding-agent","name":"GitHub Copilot coding agent","vendor":"GitHub / Microsoft","category":"Coding agent","resource_type":"agent","license":"Proprietary","rank":9,"score":82.0,"profile":"security","evidence_coverage":1.0,"components":{"adoption":30.0,"trust":17.0,"health":20.0,"ecosystem":15.0,"domain_fit":100.0,"governance":0.0,"docs":10.0},"seed_rank":9,"trust":{"identity":3,"compliance":1,"vendor_compliance":1,"security":1,"protocols":3,"issues":1,"traces":3},"protocols":{"a2a":"unknown","mcp":"claimed","ard":"unknown"},"confidence":1.0},{"id":"res_e7fed3f38586645f","slug":"aws-amazon-bedrock-agents-agentcore","name":"Amazon Bedrock Agents / AgentCore","vendor":"AWS","category":"Managed agent platform","resource_type":"platform","license":"AWS service","rank":10,"score":86.1,"profile":"security","evidence_coverage":1.0,"components":{"adoption":29.0,"trust":19.0,"health":20.0,"ecosystem":15.0,"domain_fit":99.0,"governance":29.0,"docs":10.0},"seed_rank":10,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_a10498228c36b41a","slug":"microsoft-microsoft-copilot-studio","name":"Microsoft Copilot Studio","vendor":"Microsoft","category":"Enterprise agent platform","resource_type":"platform","license":"Microsoft service","rank":11,"score":87.9,"profile":"security","evidence_coverage":1.0,"components":{"adoption":29.0,"trust":20.0,"health":20.0,"ecosystem":15.0,"domain_fit":100.0,"governance":36.0,"docs":10.0},"seed_rank":11,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":3,"issues":3,"traces":2},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":1.0},{"id":"res_96d1291379220228","slug":"salesforce-salesforce-agentforce","name":"Salesforce Agentforce","vendor":"Salesforce","category":"Enterprise agent platform","resource_type":"platform","license":"Salesforce service","rank":12,"score":87.3,"profile":"security","evidence_coverage":1.0,"components":{"adoption":29.0,"trust":20.0,"health":20.0,"ecosystem":15.0,"domain_fit":100.0,"governance":30.0,"docs":10.0},"seed_rank":12,"trust":{"identity":2,"compliance":1,"vendor_compliance":1,"security":1,"protocols":3,"issues":3,"traces":2},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":1.0},{"id":"res_0e5b46c62c05009d","slug":"openai-openai-agents-sdk-python","name":"OpenAI Agents SDK (Python)","vendor":"OpenAI","category":"Agent SDK","resource_type":"framework","license":"MIT","rank":13,"score":74.8,"profile":"security","evidence_coverage":1.0,"components":{"adoption":28.0,"trust":16.0,"health":20.0,"ecosystem":14.0,"domain_fit":72.0,"governance":0.0,"docs":10.0},"seed_rank":13,"trust":{"identity":3,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"unknown","mcp":"unknown","ard":"unknown"},"confidence":1.0},{"id":"res_b9a52fe0d3468a58","slug":"aws-aws-marketplace-ai-agents-tools","name":"AWS Marketplace AI Agents & Tools","vendor":"AWS","category":"Marketplace / discovery hub","resource_type":"marketplace","license":null,"rank":14,"score":83.3,"profile":"security","evidence_coverage":1.0,"components":{"adoption":27.0,"trust":18.0,"health":20.0,"ecosystem":15.0,"domain_fit":96.0,"governance":29.0,"docs":10.0},"seed_rank":14,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_460fe8bf3c8f30c6","slug":"aws-amazon-q-developer","name":"Amazon Q Developer","vendor":"AWS","category":"Coding/enterprise agent","resource_type":"agent","license":"AWS service","rank":15,"score":85.4,"profile":"security","evidence_coverage":1.0,"components":{"adoption":28.0,"trust":19.0,"health":20.0,"ecosystem":15.0,"domain_fit":99.0,"governance":29.0,"docs":10.0},"seed_rank":15,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":3,"traces":2},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_0f638fd2d1d77a83","slug":"microsoft-azure-ai-foundry-agent-service","name":"Azure AI Foundry Agent Service","vendor":"Microsoft","category":"Managed agent platform","resource_type":"platform","license":"Microsoft service","rank":16,"score":86.3,"profile":"security","evidence_coverage":1.0,"components":{"adoption":28.0,"trust":19.0,"health":20.0,"ecosystem":15.0,"domain_fit":100.0,"governance":36.0,"docs":10.0},"seed_rank":16,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_afbcc884bcc7edd1","slug":"google-cloud-google-vertex-ai-agent-engine","name":"Google Vertex AI Agent Engine","vendor":"Google Cloud","category":"Managed agent platform","resource_type":"platform","license":"Google Cloud service","rank":17,"score":85.4,"profile":"security","evidence_coverage":1.0,"components":{"adoption":28.0,"trust":19.0,"health":20.0,"ecosystem":15.0,"domain_fit":99.0,"governance":29.0,"docs":10.0},"seed_rank":17,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_7c289a53db079f6b","slug":"uipath-uipath-agentic-automation","name":"UiPath Agentic Automation","vendor":"UiPath","category":"Enterprise agentic automation","resource_type":"agent","license":"Commercial","rank":18,"score":85.6,"profile":"security","evidence_coverage":1.0,"components":{"adoption":28.0,"trust":19.0,"health":20.0,"ecosystem":15.0,"domain_fit":100.0,"governance":29.0,"docs":10.0},"seed_rank":18,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_4920fae88604fbf7","slug":"salesforce-agentforce-financial-services","name":"Agentforce Financial Services","vendor":"Salesforce","category":"Financial-services agents","resource_type":"agent","license":"Commercial","rank":19,"score":69.1,"profile":"security","evidence_coverage":1.0,"components":{"adoption":26.0,"trust":11.0,"health":20.0,"ecosystem":15.0,"domain_fit":72.0,"governance":0.0,"docs":10.0},"seed_rank":19,"trust":{"identity":4,"compliance":1,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":3},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_c7563a5f79c4e793","slug":"langchain-langgraph","name":"LangGraph","vendor":"LangChain","category":"Agent runtime / orchestration","resource_type":"framework","license":"MIT","rank":20,"score":87.6,"profile":"security","evidence_coverage":1.0,"components":{"adoption":29.0,"trust":21.0,"health":20.0,"ecosystem":15.0,"domain_fit":100.0,"governance":23.0,"docs":10.0},"seed_rank":20,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":1,"issues":3,"traces":1},"protocols":{"a2a":"verified","mcp":"invalid","ard":"not_found"},"confidence":1.0},{"id":"res_55582a24f05e0d8c","slug":"langchain-langchain","name":"LangChain","vendor":"LangChain","category":"Framework / orchestration","resource_type":"framework","license":"MIT","rank":21,"score":89.3,"profile":"security","evidence_coverage":1.0,"components":{"adoption":30.0,"trust":22.0,"health":20.0,"ecosystem":15.0,"domain_fit":100.0,"governance":23.0,"docs":10.0},"seed_rank":21,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":1,"issues":3,"traces":1},"protocols":{"a2a":"verified","mcp":"claimed","ard":"not_found"},"confidence":1.0},{"id":"res_91ee4e27b4414fcb","slug":"google-google-agent-development-kit-adk","name":"Google Agent Development Kit (ADK)","vendor":"Google","category":"Agent SDK","resource_type":"framework","license":"Apache-2.0","rank":22,"score":78.8,"profile":"security","evidence_coverage":1.0,"components":{"adoption":27.0,"trust":16.0,"health":20.0,"ecosystem":15.0,"domain_fit":99.0,"governance":0.0,"docs":10.0},"seed_rank":22,"trust":{"identity":3,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":3,"traces":5},"protocols":{"a2a":"unknown","mcp":"unknown","ard":"unknown"},"confidence":1.0},{"id":"res_b43fdc7ba690cd96","slug":"openai-openai-codex-cli","name":"OpenAI Codex CLI","vendor":"OpenAI","category":"Coding agent","resource_type":"agent","license":"Apache-2.0","rank":23,"score":74.8,"profile":"security","evidence_coverage":1.0,"components":{"adoption":28.0,"trust":16.0,"health":20.0,"ecosystem":14.0,"domain_fit":72.0,"governance":0.0,"docs":10.0},"seed_rank":23,"trust":{"identity":3,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":3,"traces":5},"protocols":{"a2a":"unknown","mcp":"unknown","ard":"unknown"},"confidence":1.0},{"id":"res_4d0a30ec3c79e07d","slug":"microsoft-microsoft-agent-store","name":"Microsoft Agent Store","vendor":"Microsoft","category":"Marketplace / discovery hub","resource_type":"marketplace","license":null,"rank":24,"score":84.5,"profile":"security","evidence_coverage":1.0,"components":{"adoption":27.0,"trust":18.0,"health":20.0,"ecosystem":15.0,"domain_fit":99.0,"governance":36.0,"docs":10.0},"seed_rank":24,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_3929f878d4d8171a","slug":"microsoft-microsoft-365-copilot-for-government","name":"Microsoft 365 Copilot for Government","vendor":"Microsoft","category":"Government productivity agent","resource_type":"agent","license":"Commercial","rank":25,"score":85.6,"profile":"security","evidence_coverage":1.0,"components":{"adoption":27.0,"trust":19.0,"health":20.0,"ecosystem":15.0,"domain_fit":100.0,"governance":36.0,"docs":10.0},"seed_rank":25,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":3},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_51b7b3053a26f09a","slug":"onetrust-onetrust-ai-governance","name":"OneTrust AI Governance","vendor":"OneTrust","category":"AI governance / compliance","resource_type":"agent","license":"Commercial","rank":26,"score":78.7,"profile":"security","evidence_coverage":1.0,"components":{"adoption":26.0,"trust":19.0,"health":20.0,"ecosystem":13.0,"domain_fit":72.0,"governance":29.0,"docs":10.0},"seed_rank":26,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_97cd54bb05e797a4","slug":"anthropic-claude-code","name":"Claude Code","vendor":"Anthropic","category":"Coding agent","resource_type":"agent","license":"Commercial","rank":27,"score":70.4,"profile":"security","evidence_coverage":1.0,"components":{"adoption":29.0,"trust":16.0,"health":20.0,"ecosystem":14.0,"domain_fit":38.0,"governance":0.0,"docs":10.0},"seed_rank":27,"trust":{"identity":3,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":3,"traces":3},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_295f819fc4100333","slug":"google-gemini-cli","name":"Gemini CLI","vendor":"Google","category":"Coding agent","resource_type":"mcp_server","license":"Apache-2.0","rank":28,"score":80.1,"profile":"security","evidence_coverage":1.0,"components":{"adoption":28.0,"trust":17.0,"health":20.0,"ecosystem":15.0,"domain_fit":96.0,"governance":0.0,"docs":10.0},"seed_rank":28,"trust":{"identity":3,"compliance":5,"vendor_compliance":1,"security":1,"protocols":3,"issues":3,"traces":2},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":1.0},{"id":"res_88efcf6073d24d81","slug":"servicenow-servicenow-ai-agents","name":"ServiceNow AI Agents","vendor":"ServiceNow","category":"Enterprise agents","resource_type":"agent","license":"ServiceNow service","rank":29,"score":83.5,"profile":"security","evidence_coverage":1.0,"components":{"adoption":27.0,"trust":19.0,"health":20.0,"ecosystem":15.0,"domain_fit":100.0,"governance":20.0,"docs":9.0},"seed_rank":29,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_1611748acf41aa81","slug":"microsoft-microsoft-agent-framework","name":"Microsoft Agent Framework","vendor":"Microsoft","category":"Agent framework","resource_type":"framework","license":"MIT","rank":30,"score":77.7,"profile":"security","evidence_coverage":1.0,"components":{"adoption":26.0,"trust":16.0,"health":20.0,"ecosystem":15.0,"domain_fit":96.0,"governance":0.0,"docs":10.0},"seed_rank":30,"trust":{"identity":3,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_dbfb3ee4c780e3f0","slug":"microsoft-microsoft-dragon-copilot","name":"Microsoft Dragon Copilot","vendor":"Microsoft","category":"Clinical documentation agent","resource_type":"agent","license":"Commercial","rank":31,"score":80.7,"profile":"security","evidence_coverage":1.0,"components":{"adoption":27.0,"trust":19.0,"health":20.0,"ecosystem":14.0,"domain_fit":72.0,"governance":36.0,"docs":10.0},"seed_rank":31,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_4de534be005bf907","slug":"thomson-reuters-thomson-reuters-cocounsel","name":"Thomson Reuters CoCounsel","vendor":"Thomson Reuters","category":"Legal research/drafting agent","resource_type":"agent","license":"Commercial","rank":32,"score":69.1,"profile":"security","evidence_coverage":1.0,"components":{"adoption":28.0,"trust":11.0,"health":20.0,"ecosystem":13.0,"domain_fit":72.0,"governance":0.0,"docs":10.0},"seed_rank":32,"trust":{"identity":4,"compliance":5,"vendor_compliance":4,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_6081e1c01dce83e2","slug":"lexisnexis-lexis-ai","name":"Lexis+ AI","vendor":"LexisNexis","category":"Legal research agent","resource_type":"agent","license":"Commercial","rank":33,"score":71.6,"profile":"security","evidence_coverage":0.9,"components":{"adoption":28.0,"trust":19.0,"health":20.0,"ecosystem":13.0,"domain_fit":35.0,"governance":null,"docs":10.0},"seed_rank":33,"trust":{"identity":2,"compliance":5,"vendor_compliance":null,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_f655c2a9f40a6bcd","slug":"automation-anywhere-automation-anywhere-ai-agent-studio","name":"Automation Anywhere AI Agent Studio","vendor":"Automation Anywhere","category":"Enterprise agentic automation","resource_type":"agent","license":"Commercial","rank":34,"score":84.4,"profile":"security","evidence_coverage":1.0,"components":{"adoption":27.0,"trust":19.0,"health":20.0,"ecosystem":14.0,"domain_fit":100.0,"governance":36.0,"docs":9.0},"seed_rank":34,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_e1a49ce74cd20ace","slug":"sap-sap-joule-for-supply-chain","name":"SAP Joule for Supply Chain","vendor":"SAP","category":"Supply-chain agents","resource_type":"agent","license":"Commercial","rank":35,"score":82.7,"profile":"security","evidence_coverage":1.0,"components":{"adoption":27.0,"trust":19.0,"health":20.0,"ecosystem":14.0,"domain_fit":99.0,"governance":20.0,"docs":9.0},"seed_rank":35,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_8a29c79b2c697ef8","slug":"google-gemini-enterprise-agents","name":"Gemini Enterprise agents","vendor":"Google","category":"Enterprise agents","resource_type":"agent","license":"Google service","rank":36,"score":83.7,"profile":"security","evidence_coverage":1.0,"components":{"adoption":27.0,"trust":19.0,"health":19.0,"ecosystem":15.0,"domain_fit":100.0,"governance":29.0,"docs":9.0},"seed_rank":36,"trust":{"identity":2,"compliance":1,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_0f7d5d220132fc29","slug":"databricks-databricks-mosaic-ai-agent-framework","name":"Databricks Mosaic AI Agent Framework","vendor":"Databricks","category":"Enterprise agent framework","resource_type":"framework","license":"Databricks service","rank":37,"score":79.7,"profile":"security","evidence_coverage":1.0,"components":{"adoption":25.0,"trust":19.0,"health":20.0,"ecosystem":14.0,"domain_fit":99.0,"governance":3.0,"docs":9.0},"seed_rank":37,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_20e04add7389b497","slug":"palantir-palantir-aip-for-government","name":"Palantir AIP for Government","vendor":"Palantir","category":"Public-sector operational agents","resource_type":"agent","license":"Commercial","rank":38,"score":78.0,"profile":"security","evidence_coverage":1.0,"components":{"adoption":26.0,"trust":19.0,"health":20.0,"ecosystem":14.0,"domain_fit":72.0,"governance":20.0,"docs":9.0},"seed_rank":38,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_2f4433d5fb4343a8","slug":"google-cloud-google-cloud-marketplace-ai-agents","name":"Google Cloud Marketplace AI Agents","vendor":"Google Cloud","category":"Marketplace / discovery hub","resource_type":"marketplace","license":null,"rank":39,"score":82.0,"profile":"security","evidence_coverage":1.0,"components":{"adoption":25.0,"trust":18.0,"health":20.0,"ecosystem":15.0,"domain_fit":96.0,"governance":29.0,"docs":10.0},"seed_rank":39,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_84ea6f71f3e37631","slug":"vercel-vercel-ai-sdk","name":"Vercel AI SDK","vendor":"Vercel","category":"AI app/agent SDK","resource_type":"framework","license":"Apache-2.0","rank":40,"score":68.6,"profile":"security","evidence_coverage":1.0,"components":{"adoption":27.0,"trust":16.0,"health":20.0,"ecosystem":14.0,"domain_fit":35.0,"governance":0.0,"docs":10.0},"seed_rank":40,"trust":{"identity":3,"compliance":5,"vendor_compliance":4,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_d8712ca680dd1929","slug":"palantir-palantir-aip-agents","name":"Palantir AIP Agents","vendor":"Palantir","category":"Enterprise operational agents","resource_type":"agent","license":"Commercial","rank":41,"score":82.2,"profile":"security","evidence_coverage":1.0,"components":{"adoption":26.0,"trust":19.0,"health":20.0,"ecosystem":14.0,"domain_fit":100.0,"governance":20.0,"docs":9.0},"seed_rank":41,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_276e8c10da98fe90","slug":"microsoft-microsoft-dynamics-365-supply-chain-agents","name":"Microsoft Dynamics 365 Supply Chain agents","vendor":"Microsoft","category":"Supply-chain agents","resource_type":"agent","license":"Commercial","rank":42,"score":83.8,"profile":"security","evidence_coverage":1.0,"components":{"adoption":26.0,"trust":19.0,"health":20.0,"ecosystem":14.0,"domain_fit":100.0,"governance":36.0,"docs":9.0},"seed_rank":42,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_98b705df32ec7802","slug":"hubspot-hubspot-breeze-agents","name":"HubSpot Breeze Agents","vendor":"HubSpot","category":"Sales/marketing/service agents","resource_type":"agent","license":"Commercial","rank":43,"score":82.6,"profile":"security","evidence_coverage":1.0,"components":{"adoption":28.0,"trust":19.0,"health":20.0,"ecosystem":14.0,"domain_fit":100.0,"governance":6.0,"docs":10.0},"seed_rank":43,"trust":{"identity":2,"compliance":5,"vendor_compliance":4,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_4228b38ff5ed0580","slug":"ibm-ibm-watsonx-orchestrate","name":"IBM watsonx Orchestrate","vendor":"IBM","category":"Enterprise agent platform","resource_type":"platform","license":"IBM service","rank":44,"score":80.0,"profile":"security","evidence_coverage":1.0,"components":{"adoption":25.0,"trust":19.0,"health":19.0,"ecosystem":14.0,"domain_fit":100.0,"governance":12.0,"docs":9.0},"seed_rank":44,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":3,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_eefc9f465a4f8a0f","slug":"glean-glean-agents","name":"Glean Agents","vendor":"Glean","category":"Enterprise knowledge agents","resource_type":"agent","license":"Commercial","rank":45,"score":81.7,"profile":"security","evidence_coverage":1.0,"components":{"adoption":27.0,"trust":19.0,"health":20.0,"ecosystem":14.0,"domain_fit":100.0,"governance":9.0,"docs":9.0},"seed_rank":45,"trust":{"identity":2,"compliance":5,"vendor_compliance":4,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_395c4f019648ae92","slug":"harvey-harvey","name":"Harvey","vendor":"Harvey","category":"Legal AI agent/platform","resource_type":"platform","license":"Commercial","rank":46,"score":77.5,"profile":"security","evidence_coverage":1.0,"components":{"adoption":28.0,"trust":19.0,"health":20.0,"ecosystem":13.0,"domain_fit":72.0,"governance":9.0,"docs":9.0},"seed_rank":46,"trust":{"identity":2,"compliance":5,"vendor_compliance":4,"security":null,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_652094343e1bdadd","slug":"workiva-workiva-ai","name":"Workiva AI","vendor":"Workiva","category":"Financial reporting / compliance AI","resource_type":"agent","license":"Commercial","rank":47,"score":80.4,"profile":"security","evidence_coverage":1.0,"components":{"adoption":25.0,"trust":19.0,"health":19.0,"ecosystem":13.0,"domain_fit":99.0,"governance":20.0,"docs":10.0},"seed_rank":47,"trust":{"identity":2,"compliance":1,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_c6024c10938209ab","slug":"aws-strands-agents","name":"Strands Agents","vendor":"AWS","category":"Agent SDK","resource_type":"framework","license":"Apache-2.0","rank":48,"score":76.9,"profile":"security","evidence_coverage":1.0,"components":{"adoption":24.0,"trust":17.0,"health":20.0,"ecosystem":15.0,"domain_fit":96.0,"governance":0.0,"docs":9.0},"seed_rank":48,"trust":{"identity":3,"compliance":5,"vendor_compliance":1,"security":1,"protocols":3,"issues":3,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":1.0},{"id":"res_ff82ade783ff687e","slug":"oracle-oracle-scm-ai-agents","name":"Oracle SCM AI Agents","vendor":"Oracle","category":"Supply-chain agents","resource_type":"agent","license":"Commercial","rank":49,"score":80.4,"profile":"security","evidence_coverage":1.0,"components":{"adoption":25.0,"trust":19.0,"health":20.0,"ecosystem":14.0,"domain_fit":96.0,"governance":15.0,"docs":9.0},"seed_rank":49,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_f1912c71acc80c75","slug":"salesforce-agentforce-insurance","name":"Agentforce Insurance","vendor":"Salesforce","category":"Insurance agents","resource_type":"agent","license":"Commercial","rank":50,"score":78.3,"profile":"security","evidence_coverage":1.0,"components":{"adoption":25.0,"trust":19.0,"health":20.0,"ecosystem":14.0,"domain_fit":72.0,"governance":30.0,"docs":9.0},"seed_rank":50,"trust":{"identity":2,"compliance":1,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":3},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_e24abc7175705328","slug":"google-google-gemini-for-government","name":"Google Gemini for Government","vendor":"Google","category":"Government AI platform","resource_type":"platform","license":"Commercial","rank":51,"score":78.2,"profile":"security","evidence_coverage":1.0,"components":{"adoption":25.0,"trust":19.0,"health":20.0,"ecosystem":14.0,"domain_fit":72.0,"governance":29.0,"docs":9.0},"seed_rank":51,"trust":{"identity":2,"compliance":1,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_92aba12edf97dfa1","slug":"n8n-n8n","name":"n8n","vendor":"n8n","category":"Workflow/agent automation","resource_type":"mcp_server","license":"Sustainable Use License","rank":52,"score":81.3,"profile":"security","evidence_coverage":1.0,"components":{"adoption":29.0,"trust":17.0,"health":20.0,"ecosystem":15.0,"domain_fit":100.0,"governance":0.0,"docs":10.0},"seed_rank":52,"trust":{"identity":3,"compliance":5,"vendor_compliance":4,"security":null,"protocols":3,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":1.0},{"id":"res_09ec8a8406dfdc47","slug":"llamaindex-llamaindex","name":"LlamaIndex","vendor":"LlamaIndex","category":"Data/agent framework","resource_type":"framework","license":"MIT","rank":53,"score":74.1,"profile":"security","evidence_coverage":1.0,"components":{"adoption":27.0,"trust":16.0,"health":20.0,"ecosystem":14.0,"domain_fit":72.0,"governance":0.0,"docs":10.0},"seed_rank":53,"trust":{"identity":3,"compliance":5,"vendor_compliance":4,"security":1,"protocols":5,"issues":3,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_600f4bcf6dd69565","slug":"moveworks-moveworks-agentic-ai","name":"Moveworks Agentic AI","vendor":"Moveworks","category":"Enterprise service agents","resource_type":"agent","license":"Commercial","rank":54,"score":83.1,"profile":"security","evidence_coverage":1.0,"components":{"adoption":26.0,"trust":19.0,"health":20.0,"ecosystem":14.0,"domain_fit":100.0,"governance":29.0,"docs":9.0},"seed_rank":54,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_1414301045677667","slug":"abridge-abridge","name":"Abridge","vendor":"Abridge","category":"Clinical documentation agent","resource_type":"agent","license":"Commercial","rank":55,"score":76.0,"profile":"security","evidence_coverage":0.9,"components":{"adoption":27.0,"trust":19.0,"health":20.0,"ecosystem":13.0,"domain_fit":72.0,"governance":null,"docs":9.0},"seed_rank":55,"trust":{"identity":2,"compliance":5,"vendor_compliance":null,"security":null,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_4d0d52f8a5956cf7","slug":"crewai-crewai","name":"CrewAI","vendor":"CrewAI","category":"Multi-agent framework","resource_type":"framework","license":"MIT","rank":56,"score":74.8,"profile":"security","evidence_coverage":0.9,"components":{"adoption":28.0,"trust":16.0,"health":20.0,"ecosystem":14.0,"domain_fit":72.0,"governance":null,"docs":10.0},"seed_rank":56,"trust":{"identity":3,"compliance":5,"vendor_compliance":null,"security":null,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_b1e8e9418c133543","slug":"dataiku-dataiku-ai-agents","name":"Dataiku AI Agents","vendor":"Dataiku","category":"Enterprise data/analytics agents","resource_type":"agent","license":"Commercial","rank":57,"score":80.9,"profile":"security","evidence_coverage":1.0,"components":{"adoption":25.0,"trust":19.0,"health":20.0,"ecosystem":14.0,"domain_fit":100.0,"governance":9.0,"docs":10.0},"seed_rank":57,"trust":{"identity":2,"compliance":5,"vendor_compliance":4,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_f59a653440ffe6e3","slug":"guidewire-guidewire-ai","name":"Guidewire AI","vendor":"Guidewire","category":"Insurance AI","resource_type":"agent","license":"Commercial","rank":58,"score":74.6,"profile":"security","evidence_coverage":1.0,"components":{"adoption":25.0,"trust":19.0,"health":20.0,"ecosystem":13.0,"domain_fit":72.0,"governance":0.0,"docs":9.0},"seed_rank":58,"trust":{"identity":2,"compliance":5,"vendor_compliance":4,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_eac59c87fdc35644","slug":"salesforce-salesforce-government-cloud-agentforce","name":"Salesforce Government Cloud / Agentforce","vendor":"Salesforce","category":"Government service agents","resource_type":"agent","license":"Commercial","rank":59,"score":81.8,"profile":"security","evidence_coverage":1.0,"components":{"adoption":24.0,"trust":19.0,"health":20.0,"ecosystem":14.0,"domain_fit":100.0,"governance":30.0,"docs":9.0},"seed_rank":59,"trust":{"identity":2,"compliance":1,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":3},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_94c4b5f735c92521","slug":"snowflake-snowflake-cortex-agents","name":"Snowflake Cortex Agents","vendor":"Snowflake","category":"Enterprise data agents","resource_type":"agent","license":"Snowflake service","rank":60,"score":80.8,"profile":"security","evidence_coverage":1.0,"components":{"adoption":25.0,"trust":19.0,"health":19.0,"ecosystem":14.0,"domain_fit":100.0,"governance":20.0,"docs":9.0},"seed_rank":60,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_42677c018f4e1e99","slug":"zendesk-zendesk-ai-agents","name":"Zendesk AI Agents","vendor":"Zendesk","category":"Customer service agents","resource_type":"agent","license":"Commercial","rank":61,"score":84.3,"profile":"security","evidence_coverage":1.0,"components":{"adoption":27.0,"trust":19.0,"health":20.0,"ecosystem":13.0,"domain_fit":100.0,"governance":36.0,"docs":10.0},"seed_rank":61,"trust":{"identity":2,"compliance":1,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_bd88ec1030d2fc6c","slug":"atlassian-atlassian-rovo","name":"Atlassian Rovo","vendor":"Atlassian","category":"Enterprise/work agent","resource_type":"agent","license":"Atlassian service","rank":62,"score":82.0,"profile":"security","evidence_coverage":1.0,"components":{"adoption":25.0,"trust":19.0,"health":20.0,"ecosystem":14.0,"domain_fit":99.0,"governance":26.0,"docs":9.0},"seed_rank":62,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_36273987eedd5e90","slug":"pydantic-pydantic-ai","name":"Pydantic AI","vendor":"Pydantic","category":"Agent framework","resource_type":"framework","license":"MIT","rank":63,"score":73.9,"profile":"security","evidence_coverage":1.0,"components":{"adoption":25.0,"trust":23.0,"health":20.0,"ecosystem":13.0,"domain_fit":35.0,"governance":3.0,"docs":10.0},"seed_rank":63,"trust":{"identity":2,"compliance":5,"vendor_compliance":4,"security":1,"protocols":1,"issues":3,"traces":1},"protocols":{"a2a":"verified","mcp":"invalid","ard":"verified"},"confidence":1.0},{"id":"res_c6ecd0dd4d143294","slug":"gong-gong-ai","name":"Gong AI","vendor":"Gong","category":"Revenue intelligence agents","resource_type":"agent","license":"Commercial","rank":64,"score":83.8,"profile":"security","evidence_coverage":1.0,"components":{"adoption":27.0,"trust":19.0,"health":20.0,"ecosystem":13.0,"domain_fit":100.0,"governance":36.0,"docs":9.0},"seed_rank":64,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":null,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_5e48875d5cd32c76","slug":"nvidia-nvidia-nemo-agent-toolkit","name":"NVIDIA NeMo Agent Toolkit","vendor":"NVIDIA","category":"Agent toolkit","resource_type":"framework","license":"Apache-2.0","rank":65,"score":71.0,"profile":"security","evidence_coverage":0.9,"components":{"adoption":23.0,"trust":16.0,"health":20.0,"ecosystem":14.0,"domain_fit":72.0,"governance":null,"docs":9.0},"seed_rank":65,"trust":{"identity":3,"compliance":5,"vendor_compliance":null,"security":1,"protocols":5,"issues":3,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_f5d3db52cf445d12","slug":"auditboard-auditboard-ai","name":"AuditBoard AI","vendor":"AuditBoard","category":"Audit/risk agents","resource_type":"agent","license":"Commercial","rank":66,"score":77.7,"profile":"security","evidence_coverage":1.0,"components":{"adoption":25.0,"trust":19.0,"health":19.0,"ecosystem":12.0,"domain_fit":100.0,"governance":3.0,"docs":9.0},"seed_rank":66,"trust":{"identity":2,"compliance":5,"vendor_compliance":4,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_f87a792228998616","slug":"langgenius-dify","name":"Dify","vendor":"LangGenius","category":"Agent app platform","resource_type":"platform","license":"Apache-2.0","rank":67,"score":79.9,"profile":"security","evidence_coverage":1.0,"components":{"adoption":30.0,"trust":17.0,"health":19.0,"ecosystem":14.0,"domain_fit":99.0,"governance":0.0,"docs":9.0},"seed_rank":67,"trust":{"identity":3,"compliance":5,"vendor_compliance":4,"security":null,"protocols":3,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":1.0},{"id":"res_3090e84aa06f9154","slug":"hugging-face-hugging-face-agents-spaces-ecosystem","name":"Hugging Face Agents / Spaces ecosystem","vendor":"Hugging Face","category":"Marketplace / community hub","resource_type":"marketplace","license":"Various","rank":68,"score":67.2,"profile":"security","evidence_coverage":1.0,"components":{"adoption":25.0,"trust":16.0,"health":20.0,"ecosystem":14.0,"domain_fit":35.0,"governance":0.0,"docs":10.0},"seed_rank":68,"trust":{"identity":3,"compliance":5,"vendor_compliance":4,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"unknown","mcp":"unknown","ard":"unknown"},"confidence":1.0},{"id":"res_29f00a9cd7d26567","slug":"alphasense-alphasense-generative-search-agents","name":"AlphaSense Generative Search / Agents","vendor":"AlphaSense","category":"Financial research AI","resource_type":"agent","license":"Commercial","rank":69,"score":80.9,"profile":"security","evidence_coverage":1.0,"components":{"adoption":27.0,"trust":19.0,"health":20.0,"ecosystem":12.0,"domain_fit":100.0,"governance":9.0,"docs":10.0},"seed_rank":69,"trust":{"identity":2,"compliance":5,"vendor_compliance":4,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_d6cc968e4d9694d8","slug":"sap-sap-joule-agents","name":"SAP Joule Agents","vendor":"SAP","category":"Enterprise agents","resource_type":"agent","license":"SAP service","rank":70,"score":80.1,"profile":"security","evidence_coverage":1.0,"components":{"adoption":24.0,"trust":19.0,"health":19.0,"ecosystem":14.0,"domain_fit":100.0,"governance":20.0,"docs":9.0},"seed_rank":70,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_fbb0b5cf49e7b546","slug":"intercom-intercom-fin","name":"Intercom Fin","vendor":"Intercom","category":"Customer service agent","resource_type":"agent","license":"Commercial","rank":71,"score":84.3,"profile":"security","evidence_coverage":1.0,"components":{"adoption":27.0,"trust":19.0,"health":20.0,"ecosystem":13.0,"domain_fit":100.0,"governance":36.0,"docs":10.0},"seed_rank":71,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_7f69803e36148c8f","slug":"hugging-face-hugging-face-smolagents","name":"Hugging Face smolagents","vendor":"Hugging Face","category":"Agent framework","resource_type":"framework","license":"Apache-2.0","rank":72,"score":65.9,"profile":"security","evidence_coverage":1.0,"components":{"adoption":24.0,"trust":16.0,"health":20.0,"ecosystem":13.0,"domain_fit":35.0,"governance":0.0,"docs":10.0},"seed_rank":72,"trust":{"identity":3,"compliance":5,"vendor_compliance":4,"security":1,"protocols":5,"issues":3,"traces":5},"protocols":{"a2a":"unknown","mcp":"unknown","ard":"unknown"},"confidence":1.0},{"id":"res_745255c910219a98","slug":"deepset-haystack","name":"Haystack","vendor":"deepset","category":"RAG/agent framework","resource_type":"framework","license":"Apache-2.0","rank":73,"score":72.5,"profile":"security","evidence_coverage":1.0,"components":{"adoption":24.0,"trust":17.0,"health":20.0,"ecosystem":13.0,"domain_fit":72.0,"governance":0.0,"docs":10.0},"seed_rank":73,"trust":{"identity":3,"compliance":5,"vendor_compliance":1,"security":1,"protocols":3,"issues":3,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":1.0},{"id":"res_ef400416efc1096a","slug":"rasa-rasa-pro-calm-agents","name":"Rasa Pro / CALM agents","vendor":"Rasa","category":"Conversational agent platform","resource_type":"platform","license":"Apache-2.0 core","rank":74,"score":75.6,"profile":"security","evidence_coverage":1.0,"components":{"adoption":25.0,"trust":16.0,"health":19.0,"ecosystem":13.0,"domain_fit":100.0,"governance":0.0,"docs":10.0},"seed_rank":74,"trust":{"identity":3,"compliance":5,"vendor_compliance":4,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_10bd68643065c3fe","slug":"credo-ai-credo-ai","name":"Credo AI","vendor":"Credo AI","category":"AI governance","resource_type":"agent","license":"Commercial","rank":75,"score":76.8,"profile":"security","evidence_coverage":1.0,"components":{"adoption":23.0,"trust":19.0,"health":20.0,"ecosystem":12.0,"domain_fit":96.0,"governance":6.0,"docs":9.0},"seed_rank":75,"trust":{"identity":2,"compliance":5,"vendor_compliance":4,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_e2b06a32b809f35d","slug":"cline-cline","name":"Cline","vendor":"Cline","category":"Coding agent","resource_type":"agent","license":"Apache-2.0","rank":76,"score":69.8,"profile":"security","evidence_coverage":0.9,"components":{"adoption":27.0,"trust":17.0,"health":20.0,"ecosystem":15.0,"domain_fit":35.0,"governance":null,"docs":9.0},"seed_rank":76,"trust":{"identity":3,"compliance":5,"vendor_compliance":null,"security":null,"protocols":3,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":1.0},{"id":"res_7774c6daf18c0246","slug":"block-goose","name":"Goose","vendor":"Block","category":"Coding agent","resource_type":"agent","license":"Apache-2.0","rank":77,"score":67.8,"profile":"security","evidence_coverage":0.9,"components":{"adoption":25.0,"trust":17.0,"health":20.0,"ecosystem":14.0,"domain_fit":35.0,"governance":null,"docs":9.0},"seed_rank":77,"trust":{"identity":3,"compliance":5,"vendor_compliance":null,"security":null,"protocols":3,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":1.0},{"id":"res_66d49fde53f973da","slug":"microsoft-microsoft-semantic-kernel","name":"Microsoft Semantic Kernel","vendor":"Microsoft","category":"Agent/application SDK","resource_type":"framework","license":"MIT","rank":78,"score":75.3,"profile":"security","evidence_coverage":1.0,"components":{"adoption":25.0,"trust":16.0,"health":18.0,"ecosystem":14.0,"domain_fit":99.0,"governance":0.0,"docs":10.0},"seed_rank":78,"trust":{"identity":3,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_9d2f1c7356c7e1b9","slug":"workato-workato-agentic-ai","name":"Workato Agentic / AI","vendor":"Workato","category":"Enterprise workflow agents","resource_type":"agent","license":"Commercial","rank":79,"score":80.1,"profile":"security","evidence_coverage":1.0,"components":{"adoption":24.0,"trust":19.0,"health":20.0,"ecosystem":15.0,"domain_fit":100.0,"governance":6.0,"docs":9.0},"seed_rank":79,"trust":{"identity":2,"compliance":5,"vendor_compliance":4,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_e4c72c09b5acaf26","slug":"ironclad-ironclad-ai","name":"Ironclad AI","vendor":"Ironclad","category":"Contract lifecycle AI","resource_type":"agent","license":"Commercial","rank":80,"score":82.1,"profile":"security","evidence_coverage":1.0,"components":{"adoption":26.0,"trust":19.0,"health":20.0,"ecosystem":13.0,"domain_fit":100.0,"governance":26.0,"docs":9.0},"seed_rank":80,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_fd8491b395d72294","slug":"oracle-oracle-ai-agent-studio","name":"Oracle AI Agent Studio","vendor":"Oracle","category":"Enterprise agent platform","resource_type":"platform","license":"Oracle service","rank":81,"score":78.9,"profile":"security","evidence_coverage":1.0,"components":{"adoption":23.0,"trust":19.0,"health":19.0,"ecosystem":14.0,"domain_fit":100.0,"governance":15.0,"docs":9.0},"seed_rank":81,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_0c4b61d6fa09ecbc","slug":"browser-use-browser-use","name":"Browser Use","vendor":"Browser Use","category":"Browser agent","resource_type":"framework","license":"MIT","rank":82,"score":70.4,"profile":"security","evidence_coverage":1.0,"components":{"adoption":29.0,"trust":17.0,"health":20.0,"ecosystem":14.0,"domain_fit":35.0,"governance":0.0,"docs":9.0},"seed_rank":82,"trust":{"identity":3,"compliance":5,"vendor_compliance":4,"security":1,"protocols":3,"issues":3,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":1.0},{"id":"res_279ec4b8aca48367","slug":"everlaw-everlaw-ai","name":"Everlaw AI","vendor":"Everlaw","category":"eDiscovery/legal AI","resource_type":"agent","license":"Commercial","rank":83,"score":74.6,"profile":"security","evidence_coverage":1.0,"components":{"adoption":25.0,"trust":19.0,"health":20.0,"ecosystem":12.0,"domain_fit":72.0,"governance":6.0,"docs":9.0},"seed_rank":83,"trust":{"identity":2,"compliance":1,"vendor_compliance":4,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_aa1e30d1b4f9edd5","slug":"kinaxis-kinaxis-maestro-ai","name":"Kinaxis Maestro AI","vendor":"Kinaxis","category":"Supply-chain planning AI","resource_type":"agent","license":"Commercial","rank":84,"score":76.6,"profile":"security","evidence_coverage":1.0,"components":{"adoption":24.0,"trust":19.0,"health":20.0,"ecosystem":13.0,"domain_fit":72.0,"governance":26.0,"docs":9.0},"seed_rank":84,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_4917e8775550065f","slug":"blue-yonder-blue-yonder-ai-agents","name":"Blue Yonder AI Agents","vendor":"Blue Yonder","category":"Supply-chain planning agents","resource_type":"agent","license":"Commercial","rank":85,"score":74.0,"profile":"security","evidence_coverage":0.9,"components":{"adoption":24.0,"trust":19.0,"health":20.0,"ecosystem":13.0,"domain_fit":72.0,"governance":null,"docs":9.0},"seed_rank":85,"trust":{"identity":2,"compliance":5,"vendor_compliance":null,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_94bad96f7316f09e","slug":"aider-ai-aider","name":"Aider","vendor":"Aider AI","category":"Coding agent","resource_type":"agent","license":"Apache-2.0","rank":86,"score":67.2,"profile":"security","evidence_coverage":0.9,"components":{"adoption":26.0,"trust":16.0,"health":20.0,"ecosystem":13.0,"domain_fit":35.0,"governance":null,"docs":10.0},"seed_rank":86,"trust":{"identity":3,"compliance":5,"vendor_compliance":null,"security":null,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_7778853935fb73cd","slug":"stanford-nlp-dspy","name":"DSPy","vendor":"Stanford NLP","category":"LM programming framework","resource_type":"framework","license":"MIT","rank":87,"score":65.2,"profile":"security","evidence_coverage":0.9,"components":{"adoption":24.0,"trust":16.0,"health":20.0,"ecosystem":12.0,"domain_fit":35.0,"governance":null,"docs":10.0},"seed_rank":87,"trust":{"identity":3,"compliance":5,"vendor_compliance":null,"security":null,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_41537a4331208885","slug":"all-hands-ai-openhands","name":"OpenHands","vendor":"All Hands AI","category":"Coding agent","resource_type":"agent","license":"MIT","rank":88,"score":73.6,"profile":"security","evidence_coverage":0.9,"components":{"adoption":27.0,"trust":16.0,"health":20.0,"ecosystem":14.0,"domain_fit":72.0,"governance":null,"docs":9.0},"seed_rank":88,"trust":{"identity":3,"compliance":5,"vendor_compliance":null,"security":1,"protocols":5,"issues":3,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_f0cc4c95a07b0b53","slug":"firecrawl-firecrawl","name":"Firecrawl","vendor":"Firecrawl","category":"Web agent/data tool","resource_type":"tool","license":"AGPL-3.0","rank":89,"score":68.1,"profile":"security","evidence_coverage":1.0,"components":{"adoption":26.0,"trust":16.0,"health":20.0,"ecosystem":15.0,"domain_fit":35.0,"governance":0.0,"docs":9.0},"seed_rank":89,"trust":{"identity":3,"compliance":5,"vendor_compliance":4,"security":1,"protocols":5,"issues":3,"traces":1},"protocols":{"a2a":"not_found","mcp":"invalid","ard":"not_found"},"confidence":1.0},{"id":"res_8caf8bafe3d3a38c","slug":"zapier-zapier-agents","name":"Zapier Agents","vendor":"Zapier","category":"Workflow agents","resource_type":"agent","license":"Commercial","rank":90,"score":83.1,"profile":"security","evidence_coverage":1.0,"components":{"adoption":26.0,"trust":21.0,"health":20.0,"ecosystem":15.0,"domain_fit":100.0,"governance":3.0,"docs":9.0},"seed_rank":90,"trust":{"identity":2,"compliance":5,"vendor_compliance":4,"security":1,"protocols":1,"issues":1,"traces":1},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"verified"},"confidence":1.0},{"id":"res_716bcd0e09c071ef","slug":"cognigy-cognigy-ai-agents","name":"Cognigy AI Agents","vendor":"Cognigy","category":"Contact-center agents","resource_type":"agent","license":"Commercial","rank":91,"score":80.8,"profile":"security","evidence_coverage":1.0,"components":{"adoption":24.0,"trust":19.0,"health":20.0,"ecosystem":14.0,"domain_fit":100.0,"governance":20.0,"docs":9.0},"seed_rank":91,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_ae4eee3003228b75","slug":"kore-ai-kore-ai-ai-for-work-xo","name":"Kore.ai AI for Work / XO","vendor":"Kore.ai","category":"Enterprise conversational agents","resource_type":"agent","license":"Commercial","rank":92,"score":78.8,"profile":"security","evidence_coverage":1.0,"components":{"adoption":25.0,"trust":19.0,"health":19.0,"ecosystem":14.0,"domain_fit":100.0,"governance":0.0,"docs":9.0},"seed_rank":92,"trust":{"identity":2,"compliance":5,"vendor_compliance":4,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_ce7f4ff12b3dab7b","slug":"norm-ai-norm-ai","name":"Norm AI","vendor":"Norm AI","category":"Regulatory compliance agents","resource_type":"agent","license":"Commercial","rank":93,"score":76.9,"profile":"security","evidence_coverage":1.0,"components":{"adoption":24.0,"trust":19.0,"health":20.0,"ecosystem":12.0,"domain_fit":96.0,"governance":0.0,"docs":9.0},"seed_rank":93,"trust":{"identity":2,"compliance":5,"vendor_compliance":4,"security":null,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_0212992ec8356ec3","slug":"open-webui-open-webui","name":"Open WebUI","vendor":"Open WebUI","category":"Local AI/agent workspace","resource_type":"agent","license":"BSD-3-Clause","rank":94,"score":79.5,"profile":"security","evidence_coverage":0.9,"components":{"adoption":28.0,"trust":17.0,"health":20.0,"ecosystem":14.0,"domain_fit":100.0,"governance":null,"docs":9.0},"seed_rank":94,"trust":{"identity":3,"compliance":5,"vendor_compliance":null,"security":1,"protocols":3,"issues":3,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":1.0},{"id":"res_d39bb057a80e890e","slug":"shift-technology-shift-technology-ai","name":"Shift Technology AI","vendor":"Shift Technology","category":"Insurance fraud/claims AI","resource_type":"agent","license":"Commercial","rank":95,"score":68.2,"profile":"security","evidence_coverage":1.0,"components":{"adoption":24.0,"trust":19.0,"health":20.0,"ecosystem":12.0,"domain_fit":38.0,"governance":0.0,"docs":9.0},"seed_rank":95,"trust":{"identity":2,"compliance":5,"vendor_compliance":4,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_01bcf9d24086a102","slug":"mem0-mem0","name":"mem0","vendor":"Mem0","category":"Agent memory layer","resource_type":"agent","license":"Apache-2.0","rank":96,"score":77.0,"profile":"security","evidence_coverage":1.0,"components":{"adoption":25.0,"trust":16.0,"health":20.0,"ecosystem":15.0,"domain_fit":99.0,"governance":0.0,"docs":9.0},"seed_rank":96,"trust":{"identity":3,"compliance":5,"vendor_compliance":4,"security":null,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_6a8386d8494bce8d","slug":"e2b-e2b","name":"E2B","vendor":"E2B","category":"Agent sandbox infrastructure","resource_type":"agent","license":"Apache-2.0","rank":97,"score":75.2,"profile":"security","evidence_coverage":1.0,"components":{"adoption":23.0,"trust":16.0,"health":20.0,"ecosystem":14.0,"domain_fit":100.0,"governance":0.0,"docs":9.0},"seed_rank":97,"trust":{"identity":3,"compliance":5,"vendor_compliance":4,"security":null,"protocols":5,"issues":1,"traces":1},"protocols":{"a2a":"invalid","mcp":"invalid","ard":"not_found"},"confidence":1.0},{"id":"res_63dee3d46869a3ed","slug":"langchain-langchain-deep-agents","name":"LangChain Deep Agents","vendor":"LangChain","category":"Agent harness","resource_type":"agent","license":"MIT","rank":98,"score":81.9,"profile":"security","evidence_coverage":1.0,"components":{"adoption":23.0,"trust":21.0,"health":20.0,"ecosystem":14.0,"domain_fit":96.0,"governance":23.0,"docs":9.0},"seed_rank":98,"trust":{"identity":2,"compliance":5,"vendor_compliance":1,"security":1,"protocols":1,"issues":1,"traces":1},"protocols":{"a2a":"verified","mcp":"invalid","ard":"not_found"},"confidence":1.0},{"id":"res_e564167c7e234223","slug":"vercel-ai-sdk-agents-toolloopagent","name":"AI SDK Agents / ToolLoopAgent","vendor":"Vercel","category":"Agent SDK capability","resource_type":"framework","license":"Apache-2.0","rank":99,"score":75.2,"profile":"security","evidence_coverage":1.0,"components":{"adoption":23.0,"trust":16.0,"health":20.0,"ecosystem":14.0,"domain_fit":100.0,"governance":0.0,"docs":9.0},"seed_rank":99,"trust":{"identity":3,"compliance":5,"vendor_compliance":4,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0},{"id":"res_b7598ea0014ae303","slug":"nabla-nabla-copilot","name":"Nabla Copilot","vendor":"Nabla","category":"Clinical documentation agent","resource_type":"agent","license":"Commercial","rank":100,"score":74.6,"profile":"security","evidence_coverage":1.0,"components":{"adoption":24.0,"trust":19.0,"health":20.0,"ecosystem":13.0,"domain_fit":72.0,"governance":6.0,"docs":9.0},"seed_rank":100,"trust":{"identity":2,"compliance":5,"vendor_compliance":4,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":1.0}],"discovered":[{"id":"res_1736509871d55d70","slug":"koala73-worldmonitor","name":"worldmonitor","vendor":"koala73","category":"Open-source project","resource_type":"mcp_server","license":"AGPL-3.0","rank":null,"score":76.7,"profile":"security","evidence_coverage":1.0,"components":{"adoption":28.7,"trust":24.0,"health":20.0,"ecosystem":15.0,"domain_fit":34.0,"governance":0.0,"docs":7.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":4,"security":1,"protocols":1,"issues":1,"traces":1},"protocols":{"a2a":"verified","mcp":"claimed","ard":"verified"},"confidence":0.34},{"id":"res_eccf03c647647870","slug":"infisical-infisical","name":"infisical","vendor":"Infisical","category":"Open-source project","resource_type":"agent","license":"Other","rank":null,"score":70.2,"profile":"security","evidence_coverage":1.0,"components":{"adoption":25.95,"trust":21.0,"health":20.0,"ecosystem":7.0,"domain_fit":56.4,"governance":3.0,"docs":7.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":4,"security":1,"protocols":1,"issues":1,"traces":1},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"verified"},"confidence":0.564},{"id":"res_c2edc794ae2dcad5","slug":"mukul975-anthropic-cybersecurity-skills","name":"Anthropic-Cybersecurity-Skills","vendor":"mukul975","category":"Open-source project","resource_type":"framework","license":"Apache-2.0","rank":null,"score":68.2,"profile":"security","evidence_coverage":1.0,"components":{"adoption":26.34,"trust":17.0,"health":16.0,"ecosystem":6.6,"domain_fit":91.7,"governance":0.0,"docs":7.0},"seed_rank":null,"trust":{"identity":3,"compliance":5,"vendor_compliance":4,"security":1,"protocols":3,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.917},{"id":"res_6ea02b03f34ba358","slug":"affaan-m-ecc","name":"ECC","vendor":"affaan-m","category":"Open-source project","resource_type":"skill","license":"MIT","rank":null,"score":64.6,"profile":"security","evidence_coverage":0.9,"components":{"adoption":30.0,"trust":17.0,"health":20.0,"ecosystem":6.0,"domain_fit":34.0,"governance":null,"docs":7.0},"seed_rank":null,"trust":{"identity":3,"compliance":5,"vendor_compliance":null,"security":null,"protocols":3,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_b464db439fdbc1e0","slug":"0x4m4-hexstrike-ai","name":"hexstrike-ai","vendor":"0x4m4","category":"Open-source project","resource_type":"mcp_server","license":"MIT","rank":null,"score":63.5,"profile":"security","evidence_coverage":0.9,"components":{"adoption":23.86,"trust":17.0,"health":16.0,"ecosystem":6.6,"domain_fit":71.3,"governance":null,"docs":7.0},"seed_rank":null,"trust":{"identity":3,"compliance":5,"vendor_compliance":null,"security":1,"protocols":3,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.713},{"id":"res_eea84cdf93e10282","slug":"vxcontrol-pentagi","name":"pentagi","vendor":"vxcontrol","category":"Open-source project","resource_type":"agent","license":"MIT","rank":null,"score":62.4,"profile":"security","evidence_coverage":0.9,"components":{"adoption":26.15,"trust":16.0,"health":20.0,"ecosystem":3.0,"domain_fit":56.4,"governance":null,"docs":7.0},"seed_rank":null,"trust":{"identity":3,"compliance":5,"vendor_compliance":null,"security":null,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":0.564},{"id":"res_96e164405dfd5fef","slug":"modelscope-funasr","name":"FunASR","vendor":"modelscope","category":"Open-source project","resource_type":"mcp_server","license":"MIT","rank":null,"score":61.7,"profile":"security","evidence_coverage":0.9,"components":{"adoption":25.03,"trust":17.0,"health":20.0,"ecosystem":6.6,"domain_fit":34.0,"governance":null,"docs":7.0},"seed_rank":null,"trust":{"identity":3,"compliance":5,"vendor_compliance":null,"security":null,"protocols":3,"issues":1,"traces":5},"protocols":{"a2a":"unknown","mcp":"claimed","ard":"unknown"},"confidence":0.34},{"id":"res_51894fc8493c2ea4","slug":"microsoft-mcp-for-beginners","name":"mcp-for-beginners","vendor":"microsoft","category":"Open-source project","resource_type":"mcp_server","license":"MIT","rank":null,"score":61.4,"profile":"security","evidence_coverage":1.0,"components":{"adoption":24.59,"trust":17.0,"health":20.0,"ecosystem":6.6,"domain_fit":34.0,"governance":0.0,"docs":7.0},"seed_rank":null,"trust":{"identity":3,"compliance":5,"vendor_compliance":1,"security":1,"protocols":3,"issues":1,"traces":5},"protocols":{"a2a":"unknown","mcp":"claimed","ard":"unknown"},"confidence":0.34},{"id":"res_f04c4548bed04ff7","slug":"yusufkaraaslan-skill-seekers","name":"Skill_Seekers","vendor":"yusufkaraaslan","category":"Open-source project","resource_type":"mcp_server","license":"MIT","rank":null,"score":61.2,"profile":"security","evidence_coverage":0.9,"components":{"adoption":24.24,"trust":17.0,"health":20.0,"ecosystem":6.6,"domain_fit":34.0,"governance":null,"docs":7.0},"seed_rank":null,"trust":{"identity":3,"compliance":5,"vendor_compliance":null,"security":1,"protocols":3,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_f33b5a8a75edf54b","slug":"astrid-runtime-astrid","name":"astrid","vendor":"astrid-runtime","category":"Open-source project","resource_type":"agent","license":"Apache-2.0","rank":null,"score":60.5,"profile":"security","evidence_coverage":0.9,"components":{"adoption":23.25,"trust":17.0,"health":20.0,"ecosystem":6.6,"domain_fit":34.0,"governance":null,"docs":7.0},"seed_rank":null,"trust":{"identity":3,"compliance":5,"vendor_compliance":null,"security":null,"protocols":3,"issues":1,"traces":5},"protocols":{"a2a":"unknown","mcp":"claimed","ard":"unknown"},"confidence":0.34},{"id":"res_f67b9608118688ae","slug":"openstatushq-openstatus","name":"openstatus","vendor":"openstatusHQ","category":"Open-source project","resource_type":"mcp_server","license":"AGPL-3.0","rank":null,"score":60.3,"profile":"security","evidence_coverage":1.0,"components":{"adoption":22.98,"trust":17.0,"health":20.0,"ecosystem":6.6,"domain_fit":34.0,"governance":0.0,"docs":7.0},"seed_rank":null,"trust":{"identity":3,"compliance":5,"vendor_compliance":4,"security":1,"protocols":3,"issues":3,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_89501b3ed23bcce8","slug":"firerpa-lamda","name":"lamda","vendor":"firerpa","category":"Open-source project","resource_type":"mcp_server","license":"MIT","rank":null,"score":60.2,"profile":"security","evidence_coverage":0.9,"components":{"adoption":22.82,"trust":17.0,"health":20.0,"ecosystem":6.6,"domain_fit":34.0,"governance":null,"docs":7.0},"seed_rank":null,"trust":{"identity":3,"compliance":5,"vendor_compliance":null,"security":null,"protocols":3,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_60879db9f541643b","slug":"nasiko-labs-nasiko","name":"nasiko","vendor":"Nasiko-Labs","category":"Open-source project","resource_type":"agent","license":"Other","rank":null,"score":60.0,"profile":"security","evidence_coverage":0.9,"components":{"adoption":23.05,"trust":19.0,"health":20.0,"ecosystem":3.0,"domain_fit":34.0,"governance":null,"docs":7.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":null,"security":null,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":0.34},{"id":"res_13311d7e4e7916e1","slug":"cloakhq-cloakbrowser","name":"CloakBrowser","vendor":"CloakHQ","category":"Open-source project","resource_type":"agent","license":"MIT","rank":null,"score":59.0,"profile":"security","evidence_coverage":0.9,"components":{"adoption":26.15,"trust":16.0,"health":20.0,"ecosystem":3.0,"domain_fit":34.0,"governance":null,"docs":7.0},"seed_rank":null,"trust":{"identity":3,"compliance":5,"vendor_compliance":null,"security":1,"protocols":5,"issues":3,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":0.34},{"id":"res_a0392db07f9690e4","slug":"nanocoai-nanoclaw","name":"nanoclaw","vendor":"nanocoai","category":"Open-source project","resource_type":"framework","license":"MIT","rank":null,"score":58.0,"profile":"security","evidence_coverage":1.0,"components":{"adoption":26.03,"trust":16.0,"health":20.0,"ecosystem":1.5,"domain_fit":34.0,"governance":0.0,"docs":7.0},"seed_rank":null,"trust":{"identity":3,"compliance":5,"vendor_compliance":4,"security":1,"protocols":5,"issues":3,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":0.34},{"id":"res_abb9db065f877848","slug":"jo-inc-camofox-browser","name":"camofox-browser","vendor":"jo-inc","category":"Open-source project","resource_type":"agent","license":"MIT","rank":null,"score":57.4,"profile":"security","evidence_coverage":0.9,"components":{"adoption":23.64,"trust":16.0,"health":20.0,"ecosystem":3.0,"domain_fit":34.0,"governance":null,"docs":7.0},"seed_rank":null,"trust":{"identity":3,"compliance":5,"vendor_compliance":null,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"unknown","mcp":"unknown","ard":"unknown"},"confidence":0.34},{"id":"res_5242976b6199f53b","slug":"frankbria-ralph-claude-code","name":"ralph-claude-code","vendor":"frankbria","category":"Open-source project","resource_type":"agent","license":"MIT","rank":null,"score":56.8,"profile":"security","evidence_coverage":0.9,"components":{"adoption":23.11,"trust":16.0,"health":20.0,"ecosystem":2.7,"domain_fit":34.0,"governance":null,"docs":7.0},"seed_rank":null,"trust":{"identity":3,"compliance":5,"vendor_compliance":null,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"unknown","mcp":"unknown","ard":"unknown"},"confidence":0.34},{"id":"res_d32b501081d0fa98","slug":"aislabs-ai-ais-cve-priorities-daily-exploit-ranked-patch-list-for-ai-agents","name":"AIS CVE Priorities — daily exploit-ranked patch list for AI agents","vendor":"aislabs.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":42.7,"profile":"security","evidence_coverage":0.7,"components":{"adoption":null,"trust":19.0,"health":16.0,"ecosystem":4.6,"domain_fit":34.0,"governance":null,"docs":7.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":null,"security":1,"protocols":3,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_18f553e5cf9c7e76","slug":"arketo-ai-arketo","name":"Arketo","vendor":"arketo.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":42.7,"profile":"security","evidence_coverage":0.8,"components":{"adoption":null,"trust":19.0,"health":16.0,"ecosystem":4.6,"domain_fit":34.0,"governance":0.0,"docs":7.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":4,"security":null,"protocols":3,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_136089b1a3fb62d4","slug":"worldmonitor-app-world-monitor-mcp-server","name":"World Monitor MCP server","vendor":"worldmonitor.app","category":null,"resource_type":"mcp_server","license":null,"rank":null,"score":39.4,"profile":"security","evidence_coverage":0.65,"components":{"adoption":null,"trust":23.0,"health":null,"ecosystem":9.4,"domain_fit":34.0,"governance":0.0,"docs":10.0},"seed_rank":null,"trust":{"identity":1,"compliance":5,"vendor_compliance":4,"security":1,"protocols":1,"issues":1,"traces":1},"protocols":{"a2a":"unknown","mcp":"claimed","ard":"verified"},"confidence":0.34},{"id":"res_c8f97e3daa5d7a16","slug":"ankra-ai-ankra","name":"Ankra","vendor":"ankra.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":37.7,"profile":"security","evidence_coverage":0.8,"components":{"adoption":null,"trust":11.0,"health":20.0,"ecosystem":4.6,"domain_fit":34.0,"governance":0.0,"docs":7.0},"seed_rank":null,"trust":{"identity":4,"compliance":5,"vendor_compliance":4,"security":null,"protocols":3,"issues":1,"traces":1},"protocols":{"a2a":"invalid","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_2eed6a633897764e","slug":"infisical-com-infisical-mcp-server","name":"Infisical MCP server","vendor":"infisical.com","category":null,"resource_type":"mcp_server","license":null,"rank":null,"score":37.1,"profile":"security","evidence_coverage":0.65,"components":{"adoption":null,"trust":21.0,"health":null,"ecosystem":8.5,"domain_fit":34.0,"governance":3.0,"docs":10.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":4,"security":1,"protocols":1,"issues":1,"traces":1},"protocols":{"a2a":"unknown","mcp":"claimed","ard":"verified"},"confidence":0.34},{"id":"res_af864917c301d3c5","slug":"infisical-com-infisical-rest-api","name":"Infisical REST API","vendor":"infisical.com","category":null,"resource_type":"agent","license":null,"rank":null,"score":33.2,"profile":"security","evidence_coverage":0.65,"components":{"adoption":null,"trust":20.0,"health":null,"ecosystem":4.9,"domain_fit":34.0,"governance":3.0,"docs":9.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":4,"security":1,"protocols":1,"issues":1,"traces":1},"protocols":{"a2a":"unknown","mcp":"unknown","ard":"verified"},"confidence":0.34},{"id":"res_a962287a0917a0f6","slug":"infisical-com-secrets-management","name":"Secrets Management","vendor":"infisical.com","category":null,"resource_type":"agent","license":null,"rank":null,"score":33.0,"profile":"security","evidence_coverage":0.65,"components":{"adoption":null,"trust":20.0,"health":null,"ecosystem":4.6,"domain_fit":34.0,"governance":3.0,"docs":9.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":4,"security":1,"protocols":1,"issues":3,"traces":1},"protocols":{"a2a":"unknown","mcp":"unknown","ard":"verified"},"confidence":0.34},{"id":"res_15d53d9b3d5577dd","slug":"infisical-com-comparisons","name":"Comparisons","vendor":"infisical.com","category":null,"resource_type":"agent","license":null,"rank":null,"score":33.0,"profile":"security","evidence_coverage":0.65,"components":{"adoption":null,"trust":20.0,"health":null,"ecosystem":4.6,"domain_fit":34.0,"governance":3.0,"docs":9.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":4,"security":1,"protocols":1,"issues":3,"traces":1},"protocols":{"a2a":"unknown","mcp":"unknown","ard":"verified"},"confidence":0.34},{"id":"res_2b53f527021cca28","slug":"infisical-com-infisical-vs-beyondtrust-secrets-safe","name":"Infisical vs. BeyondTrust Secrets Safe","vendor":"infisical.com","category":null,"resource_type":"agent","license":null,"rank":null,"score":33.0,"profile":"security","evidence_coverage":0.65,"components":{"adoption":null,"trust":20.0,"health":null,"ecosystem":4.6,"domain_fit":34.0,"governance":3.0,"docs":9.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":4,"security":1,"protocols":1,"issues":1,"traces":1},"protocols":{"a2a":"unknown","mcp":"unknown","ard":"verified"},"confidence":0.34},{"id":"res_9808b7d1a45ab227","slug":"infisical-com-infisical-vs-hashicorp-vault","name":"Infisical vs. HashiCorp Vault","vendor":"infisical.com","category":null,"resource_type":"agent","license":null,"rank":null,"score":33.0,"profile":"security","evidence_coverage":0.65,"components":{"adoption":null,"trust":20.0,"health":null,"ecosystem":4.6,"domain_fit":34.0,"governance":3.0,"docs":9.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":4,"security":1,"protocols":1,"issues":1,"traces":1},"protocols":{"a2a":"unknown","mcp":"unknown","ard":"verified"},"confidence":0.34}],"disclaimer":"Reference implementation by Hemant Naik. Compliance information is compiled from the sources shown as of the date shown. It is not an assessment, certification, legal opinion or recommendation. Confirm current status with the vendor and the issuing body.","note":"Ranked rows are the seed workbook's Top 100, re-ordered by a score whose trust and governance components are recomputed from evidence on every build (seed_rank is the workbook's order). Discovered rows are scored from signals and are not ranked."}