{"domain":"data","label":"Data & Analytics","snapshot_date":"2026-09-25","built_at":"2026-10-26T12:45:45Z","score_version":"sar-score-2.0","profile":"data","ranked":[{"id":"res_09ec8a8406dfdc47","slug":"llamaindex-llamaindex","name":"LlamaIndex","vendor":"LlamaIndex","category":"Data/agent framework","resource_type":"framework","license":"MIT","rank":1,"score":85.1,"profile":"data","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":1,"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_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":2,"score":89.4,"profile":"data","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":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_b1e8e9418c133543","slug":"dataiku-dataiku-ai-agents","name":"Dataiku AI Agents","vendor":"Dataiku","category":"Enterprise data/analytics agents","resource_type":"agent","license":"Commercial","rank":3,"score":90.0,"profile":"data","evidence_coverage":1.0,"components":{"adoption":25.0,"trust":19.0,"health":20.0,"ecosystem":14.0,"domain_fit":100.0,"governance":12.0,"docs":10.0},"seed_rank":3,"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_94c4b5f735c92521","slug":"snowflake-snowflake-cortex-agents","name":"Snowflake Cortex Agents","vendor":"Snowflake","category":"Enterprise data agents","resource_type":"agent","license":"Snowflake service","rank":4,"score":88.5,"profile":"data","evidence_coverage":1.0,"components":{"adoption":25.0,"trust":19.0,"health":19.0,"ecosystem":14.0,"domain_fit":100.0,"governance":10.0,"docs":9.0},"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_f0cc4c95a07b0b53","slug":"firecrawl-firecrawl","name":"Firecrawl","vendor":"Firecrawl","category":"Web agent/data tool","resource_type":"tool","license":"AGPL-3.0","rank":5,"score":79.2,"profile":"data","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":5,"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_dbfb3ee4c780e3f0","slug":"microsoft-microsoft-dragon-copilot","name":"Microsoft Dragon Copilot","vendor":"Microsoft","category":"Clinical documentation agent","resource_type":"agent","license":"Commercial","rank":6,"score":87.5,"profile":"data","evidence_coverage":1.0,"components":{"adoption":27.0,"trust":19.0,"health":20.0,"ecosystem":14.0,"domain_fit":72.0,"governance":29.0,"docs":10.0},"seed_rank":6,"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":7,"score":80.9,"profile":"data","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":7,"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":8,"score":81.8,"profile":"data","evidence_coverage":1.0,"components":{"adoption":28.0,"trust":19.0,"health":20.0,"ecosystem":13.0,"domain_fit":35.0,"governance":null,"docs":10.0},"seed_rank":8,"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_745255c910219a98","slug":"deepset-haystack","name":"Haystack","vendor":"deepset","category":"RAG/agent framework","resource_type":"framework","license":"Apache-2.0","rank":9,"score":82.4,"profile":"data","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":9,"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_8a29c79b2c697ef8","slug":"google-gemini-enterprise-agents","name":"Gemini Enterprise agents","vendor":"Google","category":"Enterprise agents","resource_type":"agent","license":"Google service","rank":10,"score":91.2,"profile":"data","evidence_coverage":1.0,"components":{"adoption":27.0,"trust":19.0,"health":19.0,"ecosystem":15.0,"domain_fit":100.0,"governance":22.0,"docs":9.0},"seed_rank":10,"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_b3b329386e3dcadb","slug":"infiniflow-ragflow","name":"RAGFlow","vendor":"InfiniFlow","category":"RAG/agent platform","resource_type":"platform","license":"Apache-2.0","rank":11,"score":86.8,"profile":"data","evidence_coverage":1.0,"components":{"adoption":26.0,"trust":16.0,"health":20.0,"ecosystem":13.0,"domain_fit":99.0,"governance":0.0,"docs":9.0},"seed_rank":11,"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_eefc9f465a4f8a0f","slug":"glean-glean-agents","name":"Glean Agents","vendor":"Glean","category":"Enterprise knowledge agents","resource_type":"agent","license":"Commercial","rank":12,"score":91.2,"profile":"data","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":12,"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_d8712ca680dd1929","slug":"palantir-palantir-aip-agents","name":"Palantir AIP Agents","vendor":"Palantir","category":"Enterprise operational agents","resource_type":"agent","license":"Commercial","rank":13,"score":90.4,"profile":"data","evidence_coverage":1.0,"components":{"adoption":26.0,"trust":19.0,"health":20.0,"ecosystem":14.0,"domain_fit":100.0,"governance":10.0,"docs":9.0},"seed_rank":13,"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_395c4f019648ae92","slug":"harvey-harvey","name":"Harvey","vendor":"Harvey","category":"Legal AI agent/platform","resource_type":"platform","license":"Commercial","rank":14,"score":86.8,"profile":"data","evidence_coverage":1.0,"components":{"adoption":28.0,"trust":19.0,"health":20.0,"ecosystem":13.0,"domain_fit":72.0,"governance":12.0,"docs":9.0},"seed_rank":14,"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_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":15,"score":93.6,"profile":"data","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":15,"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_f87a792228998616","slug":"langgenius-dify","name":"Dify","vendor":"LangGenius","category":"Agent app platform","resource_type":"platform","license":"Apache-2.0","rank":16,"score":91.0,"profile":"data","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":16,"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_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":17,"score":94.2,"profile":"data","evidence_coverage":1.0,"components":{"adoption":29.0,"trust":19.0,"health":20.0,"ecosystem":15.0,"domain_fit":99.0,"governance":22.0,"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_a10498228c36b41a","slug":"microsoft-microsoft-copilot-studio","name":"Microsoft Copilot Studio","vendor":"Microsoft","category":"Enterprise agent platform","resource_type":"platform","license":"Microsoft service","rank":18,"score":95.2,"profile":"data","evidence_coverage":1.0,"components":{"adoption":29.0,"trust":20.0,"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":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":19,"score":95.2,"profile":"data","evidence_coverage":1.0,"components":{"adoption":29.0,"trust":20.0,"health":20.0,"ecosystem":15.0,"domain_fit":100.0,"governance":20.0,"docs":10.0},"seed_rank":19,"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_87d8238bc6c69d8d","slug":"microsoft-microsoft-security-copilot","name":"Microsoft Security Copilot","vendor":"Microsoft","category":"Security agent","resource_type":"agent","license":"Commercial","rank":20,"score":85.1,"profile":"data","evidence_coverage":1.0,"components":{"adoption":29.0,"trust":19.0,"health":20.0,"ecosystem":15.0,"domain_fit":38.0,"governance":29.0,"docs":10.0},"seed_rank":20,"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_fc8b4516d65443c1","slug":"tavily-gpt-researcher","name":"GPT Researcher","vendor":"Tavily","category":"Research agent","resource_type":"mcp_server","license":"Apache-2.0","rank":21,"score":90.8,"profile":"data","evidence_coverage":1.0,"components":{"adoption":25.0,"trust":22.0,"health":20.0,"ecosystem":13.0,"domain_fit":99.0,"governance":null,"docs":9.0},"seed_rank":21,"trust":{"identity":2,"compliance":5,"vendor_compliance":null,"security":1,"protocols":1,"issues":3,"traces":1},"protocols":{"a2a":"verified","mcp":"claimed","ard":"not_found"},"confidence":1.0},{"id":"res_3d3c4a07e48542da","slug":"bytedance-deerflow","name":"DeerFlow","vendor":"ByteDance","category":"General/research super-agent","resource_type":"framework","license":"MIT","rank":22,"score":85.2,"profile":"data","evidence_coverage":1.0,"components":{"adoption":24.0,"trust":16.0,"health":20.0,"ecosystem":13.0,"domain_fit":99.0,"governance":null,"docs":9.0},"seed_rank":22,"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_f59a653440ffe6e3","slug":"guidewire-guidewire-ai","name":"Guidewire AI","vendor":"Guidewire","category":"Insurance AI","resource_type":"agent","license":"Commercial","rank":23,"score":84.3,"profile":"data","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":23,"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_b2cb03e9ea273f5e","slug":"kensho-s-p-global-kensho-ai","name":"Kensho AI","vendor":"Kensho / S&P Global","category":"Financial data AI","resource_type":"agent","license":"Commercial","rank":24,"score":84.7,"profile":"data","evidence_coverage":1.0,"components":{"adoption":23.0,"trust":19.0,"health":19.0,"ecosystem":12.0,"domain_fit":99.0,"governance":null,"docs":9.0},"seed_rank":24,"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_29f00a9cd7d26567","slug":"alphasense-alphasense-generative-search-agents","name":"AlphaSense Generative Search / Agents","vendor":"AlphaSense","category":"Financial research AI","resource_type":"agent","license":"Commercial","rank":25,"score":89.7,"profile":"data","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":25,"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_55582a24f05e0d8c","slug":"langchain-langchain","name":"LangChain","vendor":"LangChain","category":"Framework / orchestration","resource_type":"framework","license":"MIT","rank":26,"score":97.6,"profile":"data","evidence_coverage":1.0,"components":{"adoption":30.0,"trust":22.0,"health":20.0,"ecosystem":15.0,"domain_fit":100.0,"governance":13.0,"docs":10.0},"seed_rank":26,"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_c7563a5f79c4e793","slug":"langchain-langgraph","name":"LangGraph","vendor":"LangChain","category":"Agent runtime / orchestration","resource_type":"framework","license":"MIT","rank":27,"score":96.0,"profile":"data","evidence_coverage":1.0,"components":{"adoption":29.0,"trust":21.0,"health":20.0,"ecosystem":15.0,"domain_fit":100.0,"governance":13.0,"docs":10.0},"seed_rank":27,"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_460fe8bf3c8f30c6","slug":"aws-amazon-q-developer","name":"Amazon Q Developer","vendor":"AWS","category":"Coding/enterprise agent","resource_type":"agent","license":"AWS service","rank":28,"score":93.4,"profile":"data","evidence_coverage":1.0,"components":{"adoption":28.0,"trust":19.0,"health":20.0,"ecosystem":15.0,"domain_fit":99.0,"governance":22.0,"docs":10.0},"seed_rank":28,"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":29,"score":93.5,"profile":"data","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":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_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":30,"score":93.4,"profile":"data","evidence_coverage":1.0,"components":{"adoption":28.0,"trust":19.0,"health":20.0,"ecosystem":15.0,"domain_fit":99.0,"governance":22.0,"docs":10.0},"seed_rank":30,"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":31,"score":93.5,"profile":"data","evidence_coverage":1.0,"components":{"adoption":28.0,"trust":19.0,"health":20.0,"ecosystem":15.0,"domain_fit":100.0,"governance":19.0,"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_fe9618cd7bac5348","slug":"mintplex-labs-anythingllm","name":"AnythingLLM","vendor":"Mintplex Labs","category":"Workspace agent/RAG app","resource_type":"agent","license":"MIT","rank":32,"score":85.0,"profile":"data","evidence_coverage":1.0,"components":{"adoption":25.0,"trust":16.0,"health":19.0,"ecosystem":13.0,"domain_fit":99.0,"governance":null,"docs":9.0},"seed_rank":32,"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_d6cc968e4d9694d8","slug":"sap-sap-joule-agents","name":"SAP Joule Agents","vendor":"SAP","category":"Enterprise agents","resource_type":"agent","license":"SAP service","rank":33,"score":87.7,"profile":"data","evidence_coverage":1.0,"components":{"adoption":24.0,"trust":19.0,"health":19.0,"ecosystem":14.0,"domain_fit":100.0,"governance":10.0,"docs":9.0},"seed_rank":33,"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_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":34,"score":90.2,"profile":"data","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":34,"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_295f819fc4100333","slug":"google-gemini-cli","name":"Gemini CLI","vendor":"Google","category":"Coding agent","resource_type":"mcp_server","license":"Apache-2.0","rank":35,"score":91.3,"profile":"data","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":35,"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_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":36,"score":91.3,"profile":"data","evidence_coverage":1.0,"components":{"adoption":27.0,"trust":18.0,"health":20.0,"ecosystem":15.0,"domain_fit":96.0,"governance":22.0,"docs":10.0},"seed_rank":36,"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_4d0a30ec3c79e07d","slug":"microsoft-microsoft-agent-store","name":"Microsoft Agent Store","vendor":"Microsoft","category":"Marketplace / discovery hub","resource_type":"marketplace","license":null,"rank":37,"score":91.8,"profile":"data","evidence_coverage":1.0,"components":{"adoption":27.0,"trust":18.0,"health":20.0,"ecosystem":15.0,"domain_fit":99.0,"governance":29.0,"docs":10.0},"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_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":38,"score":92.7,"profile":"data","evidence_coverage":1.0,"components":{"adoption":27.0,"trust":19.0,"health":20.0,"ecosystem":15.0,"domain_fit":100.0,"governance":29.0,"docs":10.0},"seed_rank":38,"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_0e5b46c62c05009d","slug":"openai-openai-agents-sdk-python","name":"OpenAI Agents SDK (Python)","vendor":"OpenAI","category":"Agent SDK","resource_type":"framework","license":"MIT","rank":39,"score":85.9,"profile":"data","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":39,"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_97cd54bb05e797a4","slug":"anthropic-claude-code","name":"Claude Code","vendor":"Anthropic","category":"Coding agent","resource_type":"agent","license":"Commercial","rank":40,"score":81.7,"profile":"data","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":40,"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_b43fdc7ba690cd96","slug":"openai-openai-codex-cli","name":"OpenAI Codex CLI","vendor":"OpenAI","category":"Coding agent","resource_type":"agent","license":"Apache-2.0","rank":41,"score":85.9,"profile":"data","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":41,"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_ff2721a0b38df59a","slug":"camel-ai-camel","name":"CAMEL","vendor":"CAMEL-AI","category":"Multi-agent research framework","resource_type":"framework","license":"Apache-2.0","rank":42,"score":83.3,"profile":"data","evidence_coverage":1.0,"components":{"adoption":23.0,"trust":16.0,"health":19.0,"ecosystem":13.0,"domain_fit":99.0,"governance":null,"docs":9.0},"seed_rank":42,"trust":{"identity":3,"compliance":5,"vendor_compliance":null,"security":null,"protocols":5,"issues":1,"traces":1},"protocols":{"a2a":"invalid","mcp":"invalid","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":43,"score":92.2,"profile":"data","evidence_coverage":1.0,"components":{"adoption":27.0,"trust":19.0,"health":20.0,"ecosystem":15.0,"domain_fit":100.0,"governance":10.0,"docs":9.0},"seed_rank":43,"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":44,"score":87.8,"profile":"data","evidence_coverage":1.0,"components":{"adoption":28.0,"trust":19.0,"health":20.0,"ecosystem":14.0,"domain_fit":72.0,"governance":10.0,"docs":9.0},"seed_rank":44,"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_8d9b1c21db3ccbb5","slug":"nous-research-hermes-agent","name":"Hermes Agent","vendor":"Nous Research","category":"General/personal agent","resource_type":"agent","license":"Not captured","rank":45,"score":83.8,"profile":"data","evidence_coverage":1.0,"components":{"adoption":23.0,"trust":16.0,"health":20.0,"ecosystem":13.0,"domain_fit":99.0,"governance":null,"docs":8.0},"seed_rank":45,"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_6a8386d8494bce8d","slug":"e2b-e2b","name":"E2B","vendor":"E2B","category":"Agent sandbox infrastructure","resource_type":"agent","license":"Apache-2.0","rank":46,"score":85.5,"profile":"data","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":46,"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_1611748acf41aa81","slug":"microsoft-microsoft-agent-framework","name":"Microsoft Agent Framework","vendor":"Microsoft","category":"Agent framework","resource_type":"framework","license":"MIT","rank":47,"score":88.9,"profile":"data","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":47,"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_4920fae88604fbf7","slug":"salesforce-agentforce-financial-services","name":"Agentforce Financial Services","vendor":"Salesforce","category":"Financial-services agents","resource_type":"agent","license":"Commercial","rank":48,"score":81.3,"profile":"data","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":48,"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_92aba12edf97dfa1","slug":"n8n-n8n","name":"n8n","vendor":"n8n","category":"Workflow/agent automation","resource_type":"mcp_server","license":"Sustainable Use License","rank":49,"score":92.8,"profile":"data","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":49,"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_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":50,"score":81.5,"profile":"data","evidence_coverage":1.0,"components":{"adoption":27.0,"trust":19.0,"health":20.0,"ecosystem":14.0,"domain_fit":35.0,"governance":22.0,"docs":9.0},"seed_rank":50,"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":51,"score":91.0,"profile":"data","evidence_coverage":1.0,"components":{"adoption":27.0,"trust":19.0,"health":20.0,"ecosystem":14.0,"domain_fit":99.0,"governance":10.0,"docs":9.0},"seed_rank":51,"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_189936a4dd7b2a51","slug":"flowiseai-flowise","name":"Flowise","vendor":"FlowiseAI","category":"Visual agent builder","resource_type":"agent","license":"Apache-2.0","rank":52,"score":87.0,"profile":"data","evidence_coverage":1.0,"components":{"adoption":25.0,"trust":16.0,"health":20.0,"ecosystem":14.0,"domain_fit":99.0,"governance":0.0,"docs":9.0},"seed_rank":52,"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_718a7e3696ec24f9","slug":"langflow-langflow","name":"Langflow","vendor":"Langflow","category":"Visual agent builder","resource_type":"agent","license":"MIT","rank":53,"score":86.3,"profile":"data","evidence_coverage":1.0,"components":{"adoption":24.0,"trust":16.0,"health":20.0,"ecosystem":14.0,"domain_fit":100.0,"governance":null,"docs":9.0},"seed_rank":53,"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_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":54,"score":89.6,"profile":"data","evidence_coverage":1.0,"components":{"adoption":25.0,"trust":18.0,"health":20.0,"ecosystem":15.0,"domain_fit":96.0,"governance":22.0,"docs":10.0},"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_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":55,"score":79.5,"profile":"data","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":55,"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_98b705df32ec7802","slug":"hubspot-hubspot-breeze-agents","name":"HubSpot Breeze Agents","vendor":"HubSpot","category":"Sales/marketing/service agents","resource_type":"agent","license":"Commercial","rank":56,"score":92.5,"profile":"data","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":56,"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_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":57,"score":90.4,"profile":"data","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":57,"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":58,"score":91.5,"profile":"data","evidence_coverage":1.0,"components":{"adoption":28.0,"trust":19.0,"health":20.0,"ecosystem":13.0,"domain_fit":100.0,"governance":19.0,"docs":10.0},"seed_rank":58,"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_dfdb90fb855cf32e","slug":"stanford-oval-storm","name":"STORM","vendor":"Stanford OVAL","category":"Research agent","resource_type":"agent","license":"MIT","rank":59,"score":79.3,"profile":"data","evidence_coverage":1.0,"components":{"adoption":23.0,"trust":16.0,"health":17.0,"ecosystem":11.0,"domain_fit":99.0,"governance":null,"docs":9.0},"seed_rank":59,"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_f8b6283024ae39c4","slug":"innovaccer-innovaccer-sara","name":"Innovaccer Sara","vendor":"Innovaccer","category":"Healthcare AI assistant/agents","resource_type":"agent","license":"Commercial","rank":60,"score":85.9,"profile":"data","evidence_coverage":1.0,"components":{"adoption":23.0,"trust":19.0,"health":19.0,"ecosystem":13.0,"domain_fit":100.0,"governance":6.0,"docs":9.0},"seed_rank":60,"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_7fd1138b773e687a","slug":"vlex-vlex-vincent-ai","name":"vLex Vincent AI","vendor":"vLex","category":"Legal research agent","resource_type":"agent","license":"Commercial","rank":61,"score":86.1,"profile":"data","evidence_coverage":1.0,"components":{"adoption":24.0,"trust":19.0,"health":20.0,"ecosystem":12.0,"domain_fit":96.0,"governance":6.0,"docs":9.0},"seed_rank":61,"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_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":62,"score":91.2,"profile":"data","evidence_coverage":1.0,"components":{"adoption":27.0,"trust":19.0,"health":20.0,"ecosystem":14.0,"domain_fit":100.0,"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_d047d4c2fb417e09","slug":"sentinelone-sentinelone-purple-ai","name":"SentinelOne Purple AI","vendor":"SentinelOne","category":"Security agent","resource_type":"agent","license":"Commercial","rank":63,"score":87.0,"profile":"data","evidence_coverage":1.0,"components":{"adoption":27.0,"trust":19.0,"health":20.0,"ecosystem":14.0,"domain_fit":72.0,"governance":10.0,"docs":9.0},"seed_rank":63,"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":64,"score":86.2,"profile":"data","evidence_coverage":1.0,"components":{"adoption":26.0,"trust":19.0,"health":20.0,"ecosystem":14.0,"domain_fit":72.0,"governance":10.0,"docs":9.0},"seed_rank":64,"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_c6024c10938209ab","slug":"aws-strands-agents","name":"Strands Agents","vendor":"AWS","category":"Agent SDK","resource_type":"framework","license":"Apache-2.0","rank":65,"score":87.5,"profile":"data","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":65,"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_4d0d52f8a5956cf7","slug":"crewai-crewai","name":"CrewAI","vendor":"CrewAI","category":"Multi-agent framework","resource_type":"framework","license":"MIT","rank":66,"score":85.9,"profile":"data","evidence_coverage":1.0,"components":{"adoption":28.0,"trust":16.0,"health":20.0,"ecosystem":14.0,"domain_fit":72.0,"governance":null,"docs":10.0},"seed_rank":66,"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_ff82ade783ff687e","slug":"oracle-oracle-scm-ai-agents","name":"Oracle SCM AI Agents","vendor":"Oracle","category":"Supply-chain agents","resource_type":"agent","license":"Commercial","rank":67,"score":88.9,"profile":"data","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":67,"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_af640fe277a275a6","slug":"hebbia-hebbia-matrix","name":"Hebbia Matrix","vendor":"Hebbia","category":"Research/analysis agents","resource_type":"agent","license":"Commercial","rank":68,"score":86.7,"profile":"data","evidence_coverage":1.0,"components":{"adoption":24.0,"trust":19.0,"health":20.0,"ecosystem":12.0,"domain_fit":100.0,"governance":9.0,"docs":9.0},"seed_rank":68,"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_1414301045677667","slug":"abridge-abridge","name":"Abridge","vendor":"Abridge","category":"Clinical documentation agent","resource_type":"agent","license":"Commercial","rank":69,"score":86.0,"profile":"data","evidence_coverage":1.0,"components":{"adoption":27.0,"trust":19.0,"health":20.0,"ecosystem":13.0,"domain_fit":72.0,"governance":null,"docs":9.0},"seed_rank":69,"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_51b7b3053a26f09a","slug":"onetrust-onetrust-ai-governance","name":"OneTrust AI Governance","vendor":"OneTrust","category":"AI governance / compliance","resource_type":"agent","license":"Commercial","rank":70,"score":85.7,"profile":"data","evidence_coverage":1.0,"components":{"adoption":26.0,"trust":19.0,"health":20.0,"ecosystem":13.0,"domain_fit":72.0,"governance":22.0,"docs":10.0},"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_0dc6c6cac3c377b0","slug":"ibm-research-linux-foundation-ecosystem-beeai-framework","name":"BeeAI Framework","vendor":"IBM Research / Linux Foundation ecosystem","category":"Agent framework","resource_type":"framework","license":"Apache-2.0","rank":71,"score":79.0,"profile":"data","evidence_coverage":1.0,"components":{"adoption":19.0,"trust":16.0,"health":19.0,"ecosystem":12.0,"domain_fit":99.0,"governance":0.0,"docs":9.0},"seed_rank":71,"trust":{"identity":3,"compliance":5,"vendor_compliance":1,"security":1,"protocols":5,"issues":1,"traces":1},"protocols":{"a2a":"invalid","mcp":"invalid","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":72,"score":90.4,"profile":"data","evidence_coverage":1.0,"components":{"adoption":26.0,"trust":19.0,"health":20.0,"ecosystem":14.0,"domain_fit":100.0,"governance":22.0,"docs":9.0},"seed_rank":72,"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":73,"score":85.3,"profile":"data","evidence_coverage":1.0,"components":{"adoption":25.0,"trust":19.0,"health":20.0,"ecosystem":14.0,"domain_fit":72.0,"governance":20.0,"docs":9.0},"seed_rank":73,"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":74,"score":85.3,"profile":"data","evidence_coverage":1.0,"components":{"adoption":25.0,"trust":19.0,"health":20.0,"ecosystem":14.0,"domain_fit":72.0,"governance":22.0,"docs":9.0},"seed_rank":74,"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_3acbbc074388f154","slug":"princeton-nlp-swe-agent","name":"SWE-agent","vendor":"Princeton NLP","category":"Coding agent","resource_type":"agent","license":"MIT","rank":75,"score":78.1,"profile":"data","evidence_coverage":1.0,"components":{"adoption":24.0,"trust":16.0,"health":18.0,"ecosystem":12.0,"domain_fit":72.0,"governance":null,"docs":9.0},"seed_rank":75,"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_9eb37471cfd88b65","slug":"perplexica-perplexica","name":"Perplexica","vendor":"Perplexica","category":"Search/research agent","resource_type":"agent","license":"MIT","rank":76,"score":81.8,"profile":"data","evidence_coverage":1.0,"components":{"adoption":23.0,"trust":16.0,"health":19.0,"ecosystem":12.0,"domain_fit":99.0,"governance":null,"docs":8.0},"seed_rank":76,"trust":{"identity":3,"compliance":5,"vendor_compliance":null,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"unknown","mcp":"unknown","ard":"unknown"},"confidence":1.0},{"id":"res_7b2e43ce2657a1d3","slug":"letta-letta","name":"Letta","vendor":"Letta","category":"Memory-first agent platform","resource_type":"platform","license":"Apache-2.0","rank":77,"score":83.5,"profile":"data","evidence_coverage":1.0,"components":{"adoption":22.0,"trust":16.0,"health":20.0,"ecosystem":13.0,"domain_fit":99.0,"governance":null,"docs":9.0},"seed_rank":77,"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_bd88ec1030d2fc6c","slug":"atlassian-atlassian-rovo","name":"Atlassian Rovo","vendor":"Atlassian","category":"Enterprise/work agent","resource_type":"agent","license":"Atlassian service","rank":78,"score":89.4,"profile":"data","evidence_coverage":1.0,"components":{"adoption":25.0,"trust":19.0,"health":20.0,"ecosystem":14.0,"domain_fit":99.0,"governance":16.0,"docs":9.0},"seed_rank":78,"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":79,"score":90.7,"profile":"data","evidence_coverage":1.0,"components":{"adoption":27.0,"trust":19.0,"health":20.0,"ecosystem":13.0,"domain_fit":100.0,"governance":29.0,"docs":10.0},"seed_rank":79,"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_656a0fb6dc67b9e6","slug":"wiz-wiz-ai","name":"Wiz AI","vendor":"Wiz","category":"Cloud security AI","resource_type":"agent","license":"Commercial","rank":80,"score":85.2,"profile":"data","evidence_coverage":1.0,"components":{"adoption":26.0,"trust":19.0,"health":20.0,"ecosystem":13.0,"domain_fit":72.0,"governance":10.0,"docs":9.0},"seed_rank":80,"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_b009f945b79c9eb7","slug":"drata-drata","name":"Drata","vendor":"Drata","category":"Security compliance automation","resource_type":"agent","license":"Commercial","rank":81,"score":89.9,"profile":"data","evidence_coverage":1.0,"components":{"adoption":26.0,"trust":19.0,"health":20.0,"ecosystem":13.0,"domain_fit":100.0,"governance":10.0,"docs":10.0},"seed_rank":81,"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_e2b06a32b809f35d","slug":"cline-cline","name":"Cline","vendor":"Cline","category":"Coding agent","resource_type":"agent","license":"Apache-2.0","rank":82,"score":80.8,"profile":"data","evidence_coverage":1.0,"components":{"adoption":27.0,"trust":17.0,"health":20.0,"ecosystem":15.0,"domain_fit":35.0,"governance":null,"docs":9.0},"seed_rank":82,"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_0c4b61d6fa09ecbc","slug":"browser-use-browser-use","name":"Browser Use","vendor":"Browser Use","category":"Browser agent","resource_type":"framework","license":"MIT","rank":83,"score":81.5,"profile":"data","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":83,"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_eac59c87fdc35644","slug":"salesforce-salesforce-government-cloud-agentforce","name":"Salesforce Government Cloud / Agentforce","vendor":"Salesforce","category":"Government service agents","resource_type":"agent","license":"Commercial","rank":84,"score":88.7,"profile":"data","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":84,"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_c6ecd0dd4d143294","slug":"gong-gong-ai","name":"Gong AI","vendor":"Gong","category":"Revenue intelligence agents","resource_type":"agent","license":"Commercial","rank":85,"score":90.2,"profile":"data","evidence_coverage":1.0,"components":{"adoption":27.0,"trust":19.0,"health":20.0,"ecosystem":13.0,"domain_fit":100.0,"governance":29.0,"docs":9.0},"seed_rank":85,"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_9d2f1c7356c7e1b9","slug":"workato-workato-agentic-ai","name":"Workato Agentic / AI","vendor":"Workato","category":"Enterprise workflow agents","resource_type":"agent","license":"Commercial","rank":86,"score":89.7,"profile":"data","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":86,"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":87,"score":88.5,"profile":"data","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":87,"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_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":88,"score":78.3,"profile":"data","evidence_coverage":1.0,"components":{"adoption":25.0,"trust":19.0,"health":20.0,"ecosystem":13.0,"domain_fit":35.0,"governance":10.0,"docs":8.0},"seed_rank":88,"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_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":89,"score":77.9,"profile":"data","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":89,"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_36273987eedd5e90","slug":"pydantic-pydantic-ai","name":"Pydantic AI","vendor":"Pydantic","category":"Agent framework","resource_type":"framework","license":"MIT","rank":90,"score":82.5,"profile":"data","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":90,"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_fbb0b5cf49e7b546","slug":"intercom-intercom-fin","name":"Intercom Fin","vendor":"Intercom","category":"Customer service agent","resource_type":"agent","license":"Commercial","rank":91,"score":90.7,"profile":"data","evidence_coverage":1.0,"components":{"adoption":27.0,"trust":19.0,"health":20.0,"ecosystem":13.0,"domain_fit":100.0,"governance":29.0,"docs":10.0},"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_03c0154016df22d0","slug":"alibaba-qwen-qwen-agent","name":"Qwen-Agent","vendor":"Alibaba / Qwen","category":"Agent framework","resource_type":"framework","license":"Apache-2.0","rank":92,"score":78.4,"profile":"data","evidence_coverage":1.0,"components":{"adoption":22.0,"trust":16.0,"health":19.0,"ecosystem":13.0,"domain_fit":72.0,"governance":0.0,"docs":9.0},"seed_rank":92,"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_8caf8bafe3d3a38c","slug":"zapier-zapier-agents","name":"Zapier Agents","vendor":"Zapier","category":"Workflow agents","resource_type":"agent","license":"Commercial","rank":93,"score":93.0,"profile":"data","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":93,"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_652094343e1bdadd","slug":"workiva-workiva-ai","name":"Workiva AI","vendor":"Workiva","category":"Financial reporting / compliance AI","resource_type":"agent","license":"Commercial","rank":94,"score":87.9,"profile":"data","evidence_coverage":1.0,"components":{"adoption":25.0,"trust":19.0,"health":19.0,"ecosystem":13.0,"domain_fit":99.0,"governance":10.0,"docs":10.0},"seed_rank":94,"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_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":95,"score":90.4,"profile":"data","evidence_coverage":1.0,"components":{"adoption":28.0,"trust":17.0,"health":20.0,"ecosystem":14.0,"domain_fit":100.0,"governance":null,"docs":9.0},"seed_rank":95,"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_41537a4331208885","slug":"all-hands-ai-openhands","name":"OpenHands","vendor":"All Hands AI","category":"Coding agent","resource_type":"agent","license":"MIT","rank":96,"score":84.6,"profile":"data","evidence_coverage":1.0,"components":{"adoption":27.0,"trust":16.0,"health":20.0,"ecosystem":14.0,"domain_fit":72.0,"governance":null,"docs":9.0},"seed_rank":96,"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_7774c6daf18c0246","slug":"block-goose","name":"Goose","vendor":"Block","category":"Coding agent","resource_type":"agent","license":"Apache-2.0","rank":97,"score":78.2,"profile":"data","evidence_coverage":1.0,"components":{"adoption":25.0,"trust":17.0,"health":20.0,"ecosystem":14.0,"domain_fit":35.0,"governance":null,"docs":9.0},"seed_rank":97,"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_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":98,"score":81.3,"profile":"data","evidence_coverage":1.0,"components":{"adoption":23.0,"trust":16.0,"health":20.0,"ecosystem":14.0,"domain_fit":72.0,"governance":null,"docs":9.0},"seed_rank":98,"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_e4c72c09b5acaf26","slug":"ironclad-ironclad-ai","name":"Ironclad AI","vendor":"Ironclad","category":"Contract lifecycle AI","resource_type":"agent","license":"Commercial","rank":99,"score":89.4,"profile":"data","evidence_coverage":1.0,"components":{"adoption":26.0,"trust":19.0,"health":20.0,"ecosystem":13.0,"domain_fit":100.0,"governance":16.0,"docs":9.0},"seed_rank":99,"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_4012690df591594f","slug":"microsoft-taskweaver","name":"TaskWeaver","vendor":"Microsoft","category":"Code-first data agent","resource_type":"agent","license":"MIT","rank":100,"score":77.0,"profile":"data","evidence_coverage":1.0,"components":{"adoption":20.0,"trust":16.0,"health":17.0,"ecosystem":11.0,"domain_fit":100.0,"governance":0.0,"docs":9.0},"seed_rank":100,"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}],"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":86.7,"profile":"data","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_6e4fdf71068e2d65","slug":"graphify-labs-graphify","name":"graphify","vendor":"Graphify-Labs","category":"Open-source project","resource_type":"skill","license":"Apache-2.0","rank":null,"score":84.0,"profile":"data","evidence_coverage":1.0,"components":{"adoption":29.75,"trust":20.0,"health":20.0,"ecosystem":6.6,"domain_fit":87.5,"governance":3.0,"docs":7.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":4,"security":1,"protocols":3,"issues":3,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.875},{"id":"res_b010e5b2b7da44df","slug":"canner-wrenai","name":"WrenAI","vendor":"Canner","category":"Open-source project","resource_type":"agent","license":"Other","rank":null,"score":78.4,"profile":"data","evidence_coverage":1.0,"components":{"adoption":24.66,"trust":17.0,"health":20.0,"ecosystem":6.6,"domain_fit":94.5,"governance":0.0,"docs":7.0},"seed_rank":null,"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":0.945},{"id":"res_0d36ff8cd8d1946f","slug":"d4vinci-scrapling","name":"Scrapling","vendor":"D4Vinci","category":"Open-source project","resource_type":"mcp_server","license":"BSD-3-Clause","rank":null,"score":78.3,"profile":"data","evidence_coverage":1.0,"components":{"adoption":28.71,"trust":17.0,"health":20.0,"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":3,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.713},{"id":"res_d80551ffdb6f0d49","slug":"xerj-org-xerj","name":"xerj","vendor":"xerj-org","category":"Open-source project","resource_type":"mcp_server","license":"Apache-2.0","rank":null,"score":77.1,"profile":"data","evidence_coverage":1.0,"components":{"adoption":24.32,"trust":20.0,"health":20.0,"ecosystem":6.6,"domain_fit":71.3,"governance":6.0,"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":0.713},{"id":"res_203ebd799fdf19df","slug":"ruvnet-ruflo","name":"ruflo","vendor":"ruvnet","category":"Open-source project","resource_type":"mcp_server","license":"MIT","rank":null,"score":75.8,"profile":"data","evidence_coverage":1.0,"components":{"adoption":28.4,"trust":17.0,"health":20.0,"ecosystem":6.6,"domain_fit":56.4,"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":0.564},{"id":"res_e024d25dfcb97155","slug":"pingcap-tidb","name":"tidb","vendor":"pingcap","category":"Open-source project","resource_type":"agent","license":"Apache-2.0","rank":null,"score":75.7,"profile":"data","evidence_coverage":1.0,"components":{"adoption":26.72,"trust":16.0,"health":20.0,"ecosystem":3.0,"domain_fit":94.5,"governance":0.0,"docs":7.0},"seed_rank":null,"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":0.945},{"id":"res_1d100f1117446044","slug":"dolthub-dolt","name":"dolt","vendor":"dolthub","category":"Open-source project","resource_type":"agent","license":"Apache-2.0","rank":null,"score":75.1,"profile":"data","evidence_coverage":1.0,"components":{"adoption":25.46,"trust":19.0,"health":20.0,"ecosystem":3.0,"domain_fit":81.0,"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":0.81},{"id":"res_eccf03c647647870","slug":"infisical-infisical","name":"infisical","vendor":"Infisical","category":"Open-source project","resource_type":"agent","license":"Other","rank":null,"score":74.0,"profile":"data","evidence_coverage":1.0,"components":{"adoption":25.95,"trust":21.0,"health":20.0,"ecosystem":7.0,"domain_fit":34.0,"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":0.34},{"id":"res_d046a61a22bbb119","slug":"vectifyai-pageindex","name":"PageIndex","vendor":"VectifyAI","category":"Open-source project","resource_type":"agent","license":"MIT","rank":null,"score":73.7,"profile":"data","evidence_coverage":1.0,"components":{"adoption":26.66,"trust":16.0,"health":20.0,"ecosystem":3.0,"domain_fit":81.0,"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":0.81},{"id":"res_6d7fa000620f4490","slug":"liyupi-ai-guide","name":"ai-guide","vendor":"liyupi","category":"Open-source project","resource_type":"skill","license":"Other","rank":null,"score":73.5,"profile":"data","evidence_coverage":1.0,"components":{"adoption":25.13,"trust":18.0,"health":20.0,"ecosystem":9.6,"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":"claimed","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_53664882bf5a8e83","slug":"cocoindex-io-cocoindex","name":"cocoindex","vendor":"cocoindex-io","category":"Open-source project","resource_type":"framework","license":"Apache-2.0","rank":null,"score":73.5,"profile":"data","evidence_coverage":1.0,"components":{"adoption":23.59,"trust":19.0,"health":20.0,"ecosystem":3.0,"domain_fit":81.0,"governance":0.0,"docs":7.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":4,"security":1,"protocols":5,"issues":3,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":0.81},{"id":"res_696ba26b4bf79ee5","slug":"panniantong-agent-reach","name":"Agent-Reach","vendor":"Panniantong","category":"Open-source project","resource_type":"agent","license":"MIT","rank":null,"score":73.0,"profile":"data","evidence_coverage":1.0,"components":{"adoption":29.05,"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":"unknown","mcp":"claimed","ard":"unknown"},"confidence":0.34},{"id":"res_fa3fb0fa6b208265","slug":"evil0ctal-douyin-tiktok-download-api","name":"Douyin_TikTok_Download_API","vendor":"Evil0ctal","category":"Open-source project","resource_type":"mcp_server","license":"Apache-2.0","rank":null,"score":73.0,"profile":"data","evidence_coverage":1.0,"components":{"adoption":25.04,"trust":17.0,"health":20.0,"ecosystem":6.6,"domain_fit":56.4,"governance":null,"docs":7.0},"seed_rank":null,"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":0.564},{"id":"res_8ac293b98384805c","slug":"neuml-txtai","name":"txtai","vendor":"neuml","category":"Open-source project","resource_type":"framework","license":"Apache-2.0","rank":null,"score":72.3,"profile":"data","evidence_coverage":1.0,"components":{"adoption":23.85,"trust":16.0,"health":20.0,"ecosystem":3.0,"domain_fit":87.5,"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":0.875},{"id":"res_2b50b15e24a4586c","slug":"sansan0-trendradar","name":"TrendRadar","vendor":"sansan0","category":"Open-source project","resource_type":"mcp_server","license":"GPL-3.0","rank":null,"score":72.0,"profile":"data","evidence_coverage":1.0,"components":{"adoption":27.82,"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":1,"protocols":3,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_fc3e97537fbf9c01","slug":"tencent-weknora","name":"WeKnora","vendor":"Tencent","category":"Open-source project","resource_type":"agent","license":"Other","rank":null,"score":72.0,"profile":"data","evidence_coverage":1.0,"components":{"adoption":26.37,"trust":16.0,"health":20.0,"ecosystem":3.0,"domain_fit":71.3,"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":0.713},{"id":"res_c5264b72fdc7c5b9","slug":"fincept-corporation-finceptterminal","name":"FinceptTerminal","vendor":"Fincept-Corporation","category":"Open-source project","resource_type":"agent","license":"Other","rank":null,"score":72.0,"profile":"data","evidence_coverage":1.0,"components":{"adoption":26.2,"trust":19.0,"health":20.0,"ecosystem":3.0,"domain_fit":56.4,"governance":0.0,"docs":7.0},"seed_rank":null,"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":0.564},{"id":"res_944ea1f1a008d454","slug":"memtensor-memos","name":"MemOS","vendor":"MemTensor","category":"Open-source project","resource_type":"skill","license":"Apache-2.0","rank":null,"score":71.9,"profile":"data","evidence_coverage":1.0,"components":{"adoption":23.66,"trust":17.0,"health":20.0,"ecosystem":6.6,"domain_fit":56.4,"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":0.564},{"id":"res_dab6fcdb891049f3","slug":"topoteretes-cognee","name":"cognee","vendor":"topoteretes","category":"Open-source project","resource_type":"skill","license":"Apache-2.0","rank":null,"score":71.8,"profile":"data","evidence_coverage":1.0,"components":{"adoption":26.17,"trust":16.0,"health":20.0,"ecosystem":3.0,"domain_fit":71.3,"governance":0.0,"docs":7.0},"seed_rank":null,"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":0.713},{"id":"res_9d805ff076dcbf55","slug":"bojieli-ai-agent-book","name":"ai-agent-book","vendor":"bojieli","category":"Open-source project","resource_type":"agent","license":"Apache-2.0","rank":null,"score":71.7,"profile":"data","evidence_coverage":1.0,"components":{"adoption":27.52,"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":"unknown","mcp":"claimed","ard":"unknown"},"confidence":0.34},{"id":"res_3ef420992e6078bd","slug":"open-metadata-openmetadata","name":"OpenMetadata","vendor":"open-metadata","category":"Open-source project","resource_type":"mcp_server","license":"Apache-2.0","rank":null,"score":71.5,"profile":"data","evidence_coverage":1.0,"components":{"adoption":24.3,"trust":20.0,"health":20.0,"ecosystem":6.6,"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":3,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_0674257c5acbde10","slug":"deusdata-codebase-memory-mcp","name":"codebase-memory-mcp","vendor":"DeusData","category":"Open-source project","resource_type":"mcp_server","license":"MIT","rank":null,"score":71.4,"profile":"data","evidence_coverage":1.0,"components":{"adoption":27.11,"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_ce15adeedbca2b17","slug":"tencentcloud-tencentdb-agent-memory","name":"TencentDB-Agent-Memory","vendor":"TencentCloud","category":"Open-source project","resource_type":"framework","license":"Other","rank":null,"score":71.3,"profile":"data","evidence_coverage":1.0,"components":{"adoption":25.95,"trust":16.0,"health":20.0,"ecosystem":2.7,"domain_fit":71.3,"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":"not_found","mcp":"not_found","ard":"not_found"},"confidence":0.713},{"id":"res_f8cb8f4502f18ebc","slug":"teableio-teable","name":"teable","vendor":"teableio","category":"Open-source project","resource_type":"agent","license":"Other","rank":null,"score":71.0,"profile":"data","evidence_coverage":1.0,"components":{"adoption":25.16,"trust":16.0,"health":20.0,"ecosystem":3.0,"domain_fit":71.3,"governance":0.0,"docs":7.0},"seed_rank":null,"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":0.713},{"id":"res_f6b52dda2ca9811b","slug":"voltagent-voltagent","name":"voltagent","vendor":"VoltAgent","category":"Open-source project","resource_type":"framework","license":"MIT","rank":null,"score":70.7,"profile":"data","evidence_coverage":1.0,"components":{"adoption":23.39,"trust":20.0,"health":20.0,"ecosystem":6.6,"domain_fit":34.0,"governance":0.0,"docs":7.0},"seed_rank":null,"trust":{"identity":2,"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_413c54ceccbb6fe0","slug":"chroma-core-chroma","name":"chroma","vendor":"chroma-core","category":"Open-source project","resource_type":"agent","license":"Apache-2.0","rank":null,"score":70.6,"profile":"data","evidence_coverage":1.0,"components":{"adoption":25.91,"trust":19.0,"health":20.0,"ecosystem":1.8,"domain_fit":56.4,"governance":6.0,"docs":7.0},"seed_rank":null,"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":0.564},{"id":"res_9520ad2b38c11a2c","slug":"oraios-serena","name":"serena","vendor":"oraios","category":"Open-source project","resource_type":"mcp_server","license":"Other","rank":null,"score":70.5,"profile":"data","evidence_coverage":1.0,"components":{"adoption":26.01,"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_42c836c3b4213021","slug":"career-ops-hq-career-ops","name":"career-ops","vendor":"career-ops-hq","category":"Open-source project","resource_type":"skill","license":"MIT","rank":null,"score":70.4,"profile":"data","evidence_coverage":1.0,"components":{"adoption":28.34,"trust":19.0,"health":20.0,"ecosystem":3.0,"domain_fit":34.0,"governance":0.0,"docs":7.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":4,"security":1,"protocols":5,"issues":3,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":0.34},{"id":"res_04e8c2e46ac60dbb","slug":"apify-apify-mcp-server","name":"apify-mcp-server","vendor":"apify","category":"Open-source project","resource_type":"mcp_server","license":"MIT","rank":null,"score":70.3,"profile":"data","evidence_coverage":1.0,"components":{"adoption":23.89,"trust":17.0,"health":20.0,"ecosystem":4.8,"domain_fit":56.4,"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":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.564},{"id":"res_e6a6a4bfac7510f9","slug":"zhulinsen-daily-stock-analysis","name":"daily_stock_analysis","vendor":"ZhuLinsen","category":"Open-source project","resource_type":"agent","license":"MIT","rank":null,"score":70.2,"profile":"data","evidence_coverage":1.0,"components":{"adoption":27.97,"trust":16.0,"health":20.0,"ecosystem":2.1,"domain_fit":56.4,"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":"not_found","mcp":"not_found","ard":"not_found"},"confidence":0.564},{"id":"res_7e9ec96dd68bb2e3","slug":"nirdiamant-genai-agents","name":"GenAI_Agents","vendor":"NirDiamant","category":"Open-source project","resource_type":"agent","license":"Other","rank":null,"score":70.0,"profile":"data","evidence_coverage":1.0,"components":{"adoption":25.46,"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":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_88a6dae045ea98e6","slug":"1panel-dev-maxkb","name":"MaxKB","vendor":"1Panel-dev","category":"Open-source project","resource_type":"mcp_server","license":"GPL-3.0","rank":null,"score":69.9,"profile":"data","evidence_coverage":1.0,"components":{"adoption":25.28,"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_586ccee54ef65253","slug":"dipakkr-awesome-ai-engineering","name":"awesome-ai-engineering","vendor":"dipakkr","category":"Open-source project","resource_type":"agent","license":"MIT","rank":null,"score":69.8,"profile":"data","evidence_coverage":1.0,"components":{"adoption":25.22,"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":"unknown","mcp":"claimed","ard":"unknown"},"confidence":0.34},{"id":"res_c8023f5d6618d92b","slug":"nirdiamant-agents-towards-production","name":"agents-towards-production","vendor":"NirDiamant","category":"Open-source project","resource_type":"framework","license":"Other","rank":null,"score":69.8,"profile":"data","evidence_coverage":1.0,"components":{"adoption":25.14,"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":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_db91dd7a094a3e99","slug":"kestra-io-kestra","name":"kestra","vendor":"kestra-io","category":"Open-source project","resource_type":"agent","license":"Apache-2.0","rank":null,"score":69.4,"profile":"data","evidence_coverage":1.0,"components":{"adoption":25.95,"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_058eb8da924381fa","slug":"browserbase-stagehand","name":"stagehand","vendor":"browserbase","category":"Open-source project","resource_type":"framework","license":"MIT","rank":null,"score":69.1,"profile":"data","evidence_coverage":1.0,"components":{"adoption":25.57,"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":1,"protocols":5,"issues":3,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":0.564},{"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":69.0,"profile":"data","evidence_coverage":1.0,"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_e74469cc9876b2dd","slug":"thedotmack-claude-mem","name":"claude-mem","vendor":"thedotmack","category":"Open-source project","resource_type":"framework","license":"Apache-2.0","rank":null,"score":68.6,"profile":"data","evidence_coverage":1.0,"components":{"adoption":29.06,"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_daa4256fea40246b","slug":"holaboss-ai-holaos","name":"holaOS","vendor":"holaboss-ai","category":"Open-source project","resource_type":"agent","license":"Other","rank":null,"score":68.4,"profile":"data","evidence_coverage":1.0,"components":{"adoption":23.52,"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_c3611c59792d79e1","slug":"tt-a1i-archify","name":"archify","vendor":"tt-a1i","category":"Open-source project","resource_type":"skill","license":"Apache-2.0","rank":null,"score":68.3,"profile":"data","evidence_coverage":1.0,"components":{"adoption":28.7,"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":null,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":0.34},{"id":"res_df8112c974604eb8","slug":"agents365-ai-drawio-skill","name":"drawio-skill","vendor":"Agents365-ai","category":"Open-source project","resource_type":"mcp_server","license":"MIT","rank":null,"score":68.2,"profile":"data","evidence_coverage":1.0,"components":{"adoption":23.27,"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_fe2149a5521e6f56","slug":"microsoft-ai-agents-for-beginners","name":"ai-agents-for-beginners","vendor":"microsoft","category":"Open-source project","resource_type":"framework","license":"MIT","rank":null,"score":68.0,"profile":"data","evidence_coverage":1.0,"components":{"adoption":28.35,"trust":16.0,"health":20.0,"ecosystem":3.0,"domain_fit":34.0,"governance":0.0,"docs":7.0},"seed_rank":null,"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":0.34},{"id":"res_a347a92496f5218b","slug":"nocobase-nocobase","name":"nocobase","vendor":"nocobase","category":"Open-source project","resource_type":"agent","license":"Other","rank":null,"score":68.0,"profile":"data","evidence_coverage":1.0,"components":{"adoption":25.46,"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":1,"protocols":5,"issues":3,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":0.34},{"id":"res_2e66926f507c8947","slug":"homarr-labs-dashboard-icons","name":"dashboard-icons","vendor":"homarr-labs","category":"Open-source project","resource_type":"mcp_server","license":"Apache-2.0","rank":null,"score":67.9,"profile":"data","evidence_coverage":1.0,"components":{"adoption":22.9,"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_ee3669637c182855","slug":"hugohe3-ppt-master","name":"ppt-master","vendor":"hugohe3","category":"Open-source project","resource_type":"agent","license":"MIT","rank":null,"score":67.8,"profile":"data","evidence_coverage":1.0,"components":{"adoption":28.03,"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":"not_found","mcp":"not_found","ard":"not_found"},"confidence":0.34},{"id":"res_7148ef268047b0b1","slug":"ai-job-search-dev-ai-job-search","name":"ai-job-search","vendor":"ai-job-search-dev","category":"Open-source project","resource_type":"framework","license":"MIT","rank":null,"score":67.7,"profile":"data","evidence_coverage":1.0,"components":{"adoption":27.94,"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_e789f7fbbfd40255","slug":"coreyhaines31-marketingskills","name":"marketingskills","vendor":"coreyhaines31","category":"Open-source project","resource_type":"skill","license":"MIT","rank":null,"score":67.4,"profile":"data","evidence_coverage":1.0,"components":{"adoption":27.55,"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":"not_found","mcp":"not_found","ard":"not_found"},"confidence":0.34},{"id":"res_eca2bd394023e92d","slug":"nanobrowser-nanobrowser","name":"nanobrowser","vendor":"nanobrowser","category":"Open-source project","resource_type":"agent","license":"Apache-2.0","rank":null,"score":66.8,"profile":"data","evidence_coverage":1.0,"components":{"adoption":24.06,"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":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":0.34},{"id":"res_1ab453ab5f9527f1","slug":"insforge-insforge","name":"InsForge","vendor":"InsForge","category":"Open-source project","resource_type":"agent","license":"Apache-2.0","rank":null,"score":66.7,"profile":"data","evidence_coverage":1.0,"components":{"adoption":23.89,"trust":19.0,"health":20.0,"ecosystem":3.0,"domain_fit":34.0,"governance":0.0,"docs":7.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":4,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":0.34},{"id":"res_6746f6ee06d6b73a","slug":"simular-ai-agent-s","name":"Agent-S","vendor":"simular-ai","category":"Open-source project","resource_type":"agent","license":"Apache-2.0","rank":null,"score":66.6,"profile":"data","evidence_coverage":1.0,"components":{"adoption":23.79,"trust":19.0,"health":20.0,"ecosystem":3.0,"domain_fit":34.0,"governance":0.0,"docs":7.0},"seed_rank":null,"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":0.34},{"id":"res_cd09fc63c0437620","slug":"hkuds-deeptutor","name":"DeepTutor","vendor":"HKUDS","category":"Open-source project","resource_type":"agent","license":"Apache-2.0","rank":null,"score":66.5,"profile":"data","evidence_coverage":1.0,"components":{"adoption":26.87,"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":3,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":0.34},{"id":"res_97f9bee1a104a4d2","slug":"virgiliojr94-book-to-skill","name":"book-to-skill","vendor":"virgiliojr94","category":"Open-source project","resource_type":"skill","license":"MIT","rank":null,"score":66.4,"profile":"data","evidence_coverage":1.0,"components":{"adoption":26.42,"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_13311d7e4e7916e1","slug":"cloakhq-cloakbrowser","name":"CloakBrowser","vendor":"CloakHQ","category":"Open-source project","resource_type":"agent","license":"MIT","rank":null,"score":66.2,"profile":"data","evidence_coverage":1.0,"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_a8c4598fe23aabbd","slug":"trycua-cua","name":"cua","vendor":"trycua","category":"Open-source project","resource_type":"framework","license":"MIT","rank":null,"score":66.1,"profile":"data","evidence_coverage":1.0,"components":{"adoption":26.03,"trust":16.0,"health":20.0,"ecosystem":3.0,"domain_fit":34.0,"governance":0.0,"docs":7.0},"seed_rank":null,"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":0.34},{"id":"res_5834f0fdd33c690e","slug":"lexmount-moli","name":"moli","vendor":"lexmount","category":"Open-source project","resource_type":"agent","license":"Apache-2.0","rank":null,"score":65.3,"profile":"data","evidence_coverage":1.0,"components":{"adoption":25.03,"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":null,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":0.34},{"id":"res_e52a0066e0606888","slug":"elizaos-eliza","name":"eliza","vendor":"elizaOS","category":"Open-source project","resource_type":"framework","license":"MIT","rank":null,"score":65.1,"profile":"data","evidence_coverage":1.0,"components":{"adoption":24.88,"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":null,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":0.34},{"id":"res_de43a20f3908ddd6","slug":"cft0808-edict","name":"edict","vendor":"cft0808","category":"Open-source project","resource_type":"agent","license":"MIT","rank":null,"score":64.8,"profile":"data","evidence_coverage":1.0,"components":{"adoption":24.52,"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":null,"protocols":5,"issues":1,"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":64.1,"profile":"data","evidence_coverage":1.0,"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_369f0ea2140db823","slug":"ekkolearnai-ekko-studio","name":"ekko-studio","vendor":"EKKOLearnAI","category":"Open-source project","resource_type":"agent","license":"Other","rank":null,"score":64.0,"profile":"data","evidence_coverage":1.0,"components":{"adoption":23.55,"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_6ff0398d7ba80202","slug":"simonlin1212-a-stock-data","name":"a-stock-data","vendor":"simonlin1212","category":"Open-source project","resource_type":"skill","license":"Apache-2.0","rank":null,"score":64.0,"profile":"data","evidence_coverage":1.0,"components":{"adoption":23.46,"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_1d556fd89de79361","slug":"nopechallc-nopecha-extension","name":"nopecha-extension","vendor":"NopeCHALLC","category":"Open-source project","resource_type":"agent","license":"MIT","rank":null,"score":63.9,"profile":"data","evidence_coverage":1.0,"components":{"adoption":23.44,"trust":16.0,"health":20.0,"ecosystem":3.0,"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":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":0.34},{"id":"res_d455b7ee7bc85c1b","slug":"genspark-ai-genoffice","name":"genoffice","vendor":"genspark-ai","category":"Open-source project","resource_type":"skill","license":"Apache-2.0","rank":null,"score":63.9,"profile":"data","evidence_coverage":1.0,"components":{"adoption":23.4,"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_f4ca525d9612150a","slug":"mervinpraison-praisonai","name":"PraisonAI","vendor":"MervinPraison","category":"Open-source project","resource_type":"framework","license":"MIT","rank":null,"score":63.6,"profile":"data","evidence_coverage":1.0,"components":{"adoption":23.0,"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_5fd93fd1cc011991","slug":"nexu-io-html-anything","name":"html-anything","vendor":"nexu-io","category":"Open-source project","resource_type":"skill","license":"Apache-2.0","rank":null,"score":63.6,"profile":"data","evidence_coverage":1.0,"components":{"adoption":22.99,"trust":16.0,"health":20.0,"ecosystem":3.0,"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":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":0.34},{"id":"res_2b8ad44fbbcc286f","slug":"yaoapp-yao","name":"yao","vendor":"YaoApp","category":"Open-source project","resource_type":"skill","license":"Other","rank":null,"score":63.3,"profile":"data","evidence_coverage":1.0,"components":{"adoption":22.68,"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":null,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":0.34},{"id":"res_52e581965e38b418","slug":"enescingoz-awesome-n8n-templates","name":"awesome-n8n-templates","vendor":"enescingoz","category":"Open-source project","resource_type":"agent","license":"Other","rank":null,"score":61.7,"profile":"data","evidence_coverage":1.0,"components":{"adoption":25.6,"trust":16.0,"health":16.0,"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":"not_found","mcp":"not_found","ard":"not_found"},"confidence":0.34},{"id":"res_8c2fdf8bccc67d91","slug":"agenticplug-ai-agent-ready-report","name":"Agent Ready Report","vendor":"agenticplug.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":60.6,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":23.0,"health":20.0,"ecosystem":13.6,"domain_fit":34.0,"governance":null,"docs":7.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":null,"security":1,"protocols":1,"issues":1,"traces":1},"protocols":{"a2a":"verified","mcp":"claimed","ard":"verified"},"confidence":0.34},{"id":"res_fe13932230b6d5d5","slug":"adongwanai-agentguide","name":"AgentGuide","vendor":"adongwanai","category":"Open-source project","resource_type":"agent","license":null,"rank":null,"score":59.2,"profile":"data","evidence_coverage":1.0,"components":{"adoption":23.49,"trust":15.0,"health":16.0,"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_ec76ffc64185caf7","slug":"liyupi-codefather","name":"codefather","vendor":"liyupi","category":"Open-source project","resource_type":"agent","license":null,"rank":null,"score":58.0,"profile":"data","evidence_coverage":1.0,"components":{"adoption":22.9,"trust":15.0,"health":12.0,"ecosystem":3.0,"domain_fit":56.4,"governance":null,"docs":7.0},"seed_rank":null,"trust":{"identity":3,"compliance":5,"vendor_compliance":null,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"not_found","ard":"not_found"},"confidence":0.564},{"id":"res_3697bbc89c699c26","slug":"dair-ai-prompt-engineering-guide","name":"Prompt-Engineering-Guide","vendor":"dair-ai","category":"Open-source project","resource_type":"agent","license":"MIT","rank":null,"score":56.1,"profile":"data","evidence_coverage":1.0,"components":{"adoption":28.4,"trust":16.0,"health":8.0,"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":"not_found","mcp":"not_found","ard":"not_found"},"confidence":0.34},{"id":"res_6a28f426e9f6a8d4","slug":"autorfp-ai-autorfp-ai","name":"AutoRFP.ai","vendor":"autorfp.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":56.0,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":23.0,"health":12.0,"ecosystem":13.6,"domain_fit":56.4,"governance":6.0,"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":0.564},{"id":"res_6666b7260e78aa5d","slug":"beliefstate-ai-beliefstate","name":"BeliefState","vendor":"beliefstate.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":55.0,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":21.0,"health":20.0,"ecosystem":9.6,"domain_fit":34.0,"governance":null,"docs":7.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":null,"security":1,"protocols":1,"issues":1,"traces":1},"protocols":{"a2a":"verified","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_efc271733a4bad07","slug":"justidea-agency-justidea-agency","name":"JustIdea Agency","vendor":"justidea.agency","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":54.0,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":21.0,"health":20.0,"ecosystem":8.6,"domain_fit":34.0,"governance":null,"docs":7.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":null,"security":1,"protocols":1,"issues":1,"traces":1},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"verified"},"confidence":0.34},{"id":"res_0c3793ef9503f37e","slug":"autoblogging-ai-autoblogging-ai","name":"Autoblogging.ai","vendor":"autoblogging.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":54.0,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":21.0,"health":20.0,"ecosystem":8.6,"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":"not_found","mcp":"claimed","ard":"verified"},"confidence":0.34},{"id":"res_8c253a3b828faad3","slug":"analyticslegends-ai-analytics-legends-sap-ai-analytics-mcp-server","name":"Analytics Legends — SAP AI & Analytics MCP Server","vendor":"analyticslegends.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":51.8,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":19.0,"health":20.0,"ecosystem":4.6,"domain_fit":56.4,"governance":0.0,"docs":7.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":4,"security":1,"protocols":3,"issues":1,"traces":1},"protocols":{"a2a":"invalid","mcp":"claimed","ard":"not_found"},"confidence":0.564},{"id":"res_a1645d23dbc838e3","slug":"sigoden-aichat","name":"aichat","vendor":"sigoden","category":"Open-source project","resource_type":"agent","license":"Apache-2.0","rank":null,"score":51.8,"profile":"data","evidence_coverage":1.0,"components":{"adoption":23.31,"trust":16.0,"health":8.0,"ecosystem":3.0,"domain_fit":34.0,"governance":null,"docs":7.0},"seed_rank":null,"trust":{"identity":3,"compliance":5,"vendor_compliance":null,"security":null,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"unknown","mcp":"unknown","ard":"unknown"},"confidence":0.34},{"id":"res_83df08ed259e2417","slug":"assetlog-ai-assetlog","name":"AssetLog","vendor":"assetlog.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":50.0,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":21.0,"health":16.0,"ecosystem":8.6,"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":"not_found","mcp":"claimed","ard":"verified"},"confidence":0.34},{"id":"res_2466090f334deb84","slug":"mcp-1st-birthday-medllm-agent","name":"MedLLM Agent","vendor":"MCP-1st-Birthday","category":"Hugging Face Space","resource_type":"agent","license":"mit","rank":null,"score":49.2,"profile":"data","evidence_coverage":1.0,"components":{"adoption":12.63,"trust":17.0,"health":8.0,"ecosystem":5.1,"domain_fit":56.4,"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":"unknown","mcp":"claimed","ard":"unknown"},"confidence":0.564},{"id":"res_d28e8b125577c4ac","slug":"beachclubs-ae-beachclubs-ae","name":"BeachClubs.ae","vendor":"beachclubs.ae","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":48.4,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":19.0,"health":20.0,"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_56ed32766cd853e0","slug":"datadubai-ae-dubai-data-dubai-real-estate-statistics","name":"Dubai Data — Dubai real estate statistics","vendor":"datadubai.ae","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":48.4,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":19.0,"health":20.0,"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_0ae162f9dd7c2344","slug":"adrails-ai-adrails","name":"Adrails","vendor":"adrails.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":48.4,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":19.0,"health":20.0,"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_8e0287eb6a5c8127","slug":"agentmash-ai-agentmash","name":"AgentMash","vendor":"agentmash.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":48.4,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":19.0,"health":20.0,"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_ba9af2c2d6964fa6","slug":"agentui-ai-agentui-apps","name":"AgentUI Apps","vendor":"agentui.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":48.4,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":19.0,"health":20.0,"ecosystem":4.6,"domain_fit":34.0,"governance":3.0,"docs":7.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":4,"security":1,"protocols":3,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_bce4f40d11be8328","slug":"appgoat-ai-appgoat","name":"AppGoat","vendor":"appgoat.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":48.4,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":19.0,"health":20.0,"ecosystem":4.6,"domain_fit":34.0,"governance":null,"docs":7.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":null,"security":null,"protocols":3,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_d43426dc32739879","slug":"asrm-ai-asrm-ai-search-rank-monitor","name":"ASRM (AI Search Rank Monitor)","vendor":"asrm.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":48.4,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":19.0,"health":20.0,"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_50136069bbfef7d2","slug":"audiomap-ai-audiomap","name":"AudioMap","vendor":"audiomap.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":48.4,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":19.0,"health":20.0,"ecosystem":4.6,"domain_fit":34.0,"governance":3.0,"docs":7.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":4,"security":1,"protocols":3,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_27392ab1633f8a4d","slug":"azquo-ai-azquo","name":"Azquo","vendor":"azquo.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":48.4,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":19.0,"health":20.0,"ecosystem":4.6,"domain_fit":34.0,"governance":null,"docs":7.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":null,"security":null,"protocols":3,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_341603d948ffd082","slug":"bamf-ai-bamf-ai","name":"BAMF.ai","vendor":"bamf.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":48.4,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":19.0,"health":20.0,"ecosystem":4.6,"domain_fit":34.0,"governance":null,"docs":7.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":null,"security":null,"protocols":3,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_edfe2a9d8f646733","slug":"baseray-ai-baseray","name":"baseray","vendor":"baseray.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":48.4,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":19.0,"health":20.0,"ecosystem":4.6,"domain_fit":34.0,"governance":null,"docs":7.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":null,"security":null,"protocols":3,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_7c6ef00859eb69d5","slug":"benchgecko-ai-benchgecko","name":"BenchGecko","vendor":"benchgecko.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":48.4,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":19.0,"health":20.0,"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":1,"protocols":3,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_2a2c3011f4749d28","slug":"blitz-api-ai-blitzapi","name":"BlitzAPI","vendor":"blitz-api.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":48.4,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":19.0,"health":20.0,"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":1,"protocols":3,"issues":1,"traces":1},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_04364b608631b892","slug":"bordet-ai-bordet-ai","name":"Bordet AI","vendor":"bordet.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":48.4,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":19.0,"health":20.0,"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":1,"protocols":3,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_15bb4f3981d5828a","slug":"agent-collaborations-the-gemma-challenge-and-the-case-for-agent-collabs","name":"The Gemma Challenge and the Case for Agent Collabs","vendor":"agent-collaborations","category":"Hugging Face Space","resource_type":"agent","license":null,"rank":null,"score":48.1,"profile":"data","evidence_coverage":1.0,"components":{"adoption":12.79,"trust":15.0,"health":12.0,"ecosystem":1.5,"domain_fit":56.4,"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":0.564},{"id":"res_9f0ffb026ced0b05","slug":"ai-advisors-ai-ai-advisors","name":"AI-Advisors","vendor":"ai-advisors.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":47.8,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":19.0,"health":16.0,"ecosystem":4.6,"domain_fit":56.4,"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":0.564},{"id":"res_fe1b6ba11283a1e7","slug":"ginigen-ai-siteagent-ai","name":"SiteAgent - AI 웹 어시스턴트","vendor":"ginigen-ai","category":"Hugging Face Space","resource_type":"agent","license":"mit","rank":null,"score":47.1,"profile":"data","evidence_coverage":1.0,"components":{"adoption":13.59,"trust":16.0,"health":8.0,"ecosystem":3.0,"domain_fit":56.4,"governance":null,"docs":7.0},"seed_rank":null,"trust":{"identity":3,"compliance":5,"vendor_compliance":null,"security":1,"protocols":5,"issues":1,"traces":5},"protocols":{"a2a":"unknown","mcp":"unknown","ard":"unknown"},"confidence":0.564},{"id":"res_2b87a4f5a1d08a91","slug":"airshelf-ai-airshelf-catalog","name":"AirShelf Catalog","vendor":"airshelf.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":46.0,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":21.0,"health":12.0,"ecosystem":8.6,"domain_fit":34.0,"governance":null,"docs":7.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":null,"security":1,"protocols":1,"issues":1,"traces":1},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"verified"},"confidence":0.34},{"id":"res_4542d19bf74ae8db","slug":"argushq-ai-ai-argushq-enforcement-database","name":"ai.argushq/enforcement-database","vendor":"argushq.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":46.0,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":19.0,"health":12.0,"ecosystem":4.6,"domain_fit":71.3,"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":0.713},{"id":"res_513ade2f5a552cc4","slug":"waggle-ae-fenlight","name":"Fenlight","vendor":"waggle.ae","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":45.4,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":11.0,"health":20.0,"ecosystem":4.6,"domain_fit":56.4,"governance":null,"docs":7.0},"seed_rank":null,"trust":{"identity":4,"compliance":5,"vendor_compliance":null,"security":1,"protocols":3,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.564},{"id":"res_2289c6a9c3d47b8a","slug":"waggle-ae-vera","name":"Vera","vendor":"waggle.ae","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":45.4,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":11.0,"health":20.0,"ecosystem":4.6,"domain_fit":56.4,"governance":0.0,"docs":7.0},"seed_rank":null,"trust":{"identity":4,"compliance":5,"vendor_compliance":4,"security":null,"protocols":3,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.564},{"id":"res_608db26f6e9831fb","slug":"mcp-alpic-ai-alpic","name":"Alpic","vendor":"mcp.alpic.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":45.4,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":19.0,"health":16.0,"ecosystem":5.6,"domain_fit":34.0,"governance":null,"docs":7.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":null,"security":null,"protocols":3,"issues":1,"traces":1},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"invalid"},"confidence":0.34},{"id":"res_20d9b9fd799651d4","slug":"1325-ai-1325-ai","name":"1325.AI","vendor":"1325.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":44.4,"profile":"data","evidence_coverage":0.75,"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":null,"protocols":3,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_d5b6fe79e5aef36e","slug":"akkrudata-ai-akkrudata","name":"AkkruData","vendor":"akkrudata.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":44.4,"profile":"data","evidence_coverage":0.75,"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_4488eb5db76f9562","slug":"askwatch-ai-askwatch-google-search-console-mcp","name":"AskWatch Google Search Console MCP","vendor":"askwatch.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":44.4,"profile":"data","evidence_coverage":0.75,"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":1,"protocols":3,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_aa7c2072b206a066","slug":"astrofabric-ai-ai-astrofabric-mcp","name":"ai.astrofabric/mcp","vendor":"astrofabric.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":44.4,"profile":"data","evidence_coverage":0.75,"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":1,"protocols":3,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_b3bc857241158505","slug":"awardcast-ai-awardcast-federal-contracts","name":"AwardCast Federal Contracts","vendor":"awardcast.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":44.4,"profile":"data","evidence_coverage":0.75,"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_9158267c6b993852","slug":"awraiter-ai-awraiter-telegram-channels","name":"AwrAIter — Telegram channels","vendor":"awraiter.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":44.4,"profile":"data","evidence_coverage":0.75,"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":1,"protocols":3,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_5c37cfa5900b81e8","slug":"balancos-ai-balan-os-ai","name":"Balanços.AI","vendor":"balancos.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":44.4,"profile":"data","evidence_coverage":0.75,"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_3ab97cac6dc3e80a","slug":"beatra-ai-beatra","name":"Beatra","vendor":"beatra.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":44.4,"profile":"data","evidence_coverage":0.75,"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":null,"protocols":3,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_e123e66d60b99edc","slug":"bidclub-ai-ai-bidclub-bidclub","name":"ai.bidclub/bidclub","vendor":"bidclub.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":44.4,"profile":"data","evidence_coverage":0.75,"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_e83149cddbcc020a","slug":"blopus-ai-web-search-api-for-all-your-agents-and-llms","name":"Web Search API for all your agents and LLMs","vendor":"blopus.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":44.4,"profile":"data","evidence_coverage":0.75,"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":1,"protocols":3,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_b5d17ef651dd71fa","slug":"botinfo-ai-botinfo-advanced-robot-market-data","name":"BotInfo — Advanced Robot Market Data","vendor":"botinfo.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":44.4,"profile":"data","evidence_coverage":0.75,"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_13efef71ea89eab9","slug":"aetherwealth-ai-aether-wealth","name":"Aether Wealth","vendor":"aetherwealth.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":43.4,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":19.0,"health":16.0,"ecosystem":3.6,"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_2a740dc49cfa94c7","slug":"anomalyarmor-ai-anomalyarmor","name":"AnomalyArmor","vendor":"anomalyarmor.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":43.0,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":21.0,"health":8.0,"ecosystem":9.6,"domain_fit":34.0,"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":"verified","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_a5cbe126cf10d71c","slug":"arihaan-ai-arihaan-jobs","name":"Arihaan Jobs","vendor":"arihaan.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":42.0,"profile":"data","evidence_coverage":0.75,"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":1,"protocols":3,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_6cbc3ded2461613c","slug":"atalay-ai-atalay","name":"Atalay","vendor":"atalay.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":42.0,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":11.0,"health":20.0,"ecosystem":4.6,"domain_fit":34.0,"governance":null,"docs":7.0},"seed_rank":null,"trust":{"identity":4,"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_45a72dc2a0cf4f0f","slug":"athaus-ai-athaus-immobiliensuche","name":"Athaus Immobiliensuche","vendor":"athaus.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":42.0,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":11.0,"health":20.0,"ecosystem":4.6,"domain_fit":34.0,"governance":null,"docs":7.0},"seed_rank":null,"trust":{"identity":4,"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_985278db98451487","slug":"athenahq-ai-athenahq","name":"AthenaHQ","vendor":"athenahq.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":42.0,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":11.0,"health":20.0,"ecosystem":4.6,"domain_fit":34.0,"governance":null,"docs":7.0},"seed_rank":null,"trust":{"identity":4,"compliance":5,"vendor_compliance":null,"security":1,"protocols":3,"issues":1,"traces":1},"protocols":{"a2a":"invalid","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_06a25e196a327c84","slug":"bithuman-ai-bithuman-docs","name":"bitHuman docs","vendor":"bithuman.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":42.0,"profile":"data","evidence_coverage":0.75,"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":1,"protocols":3,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_aeb2c9943c8c0508","slug":"bluenexus-ai-bluenexus-universal-mcp","name":"BlueNexus Universal MCP","vendor":"bluenexus.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":42.0,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":11.0,"health":20.0,"ecosystem":4.6,"domain_fit":34.0,"governance":null,"docs":7.0},"seed_rank":null,"trust":{"identity":4,"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_f57cf5673dda9291","slug":"apify-com-apify-mcp-server","name":"Apify MCP server","vendor":"apify.com","category":null,"resource_type":"mcp_server","license":null,"rank":null,"score":41.3,"profile":"data","evidence_coverage":0.55,"components":{"adoption":null,"trust":23.0,"health":null,"ecosystem":9.4,"domain_fit":56.4,"governance":3.0,"docs":10.0},"seed_rank":null,"trust":{"identity":1,"compliance":5,"vendor_compliance":4,"security":1,"protocols":1,"issues":3,"traces":1},"protocols":{"a2a":"unknown","mcp":"claimed","ard":"verified"},"confidence":0.564},{"id":"res_5bfd24b4625869c9","slug":"agenticterminal-ai-agentic-terminal-directory","name":"Agentic Terminal Directory","vendor":"agenticterminal.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":40.4,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":19.0,"health":12.0,"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_ce87fd93f117150e","slug":"ai-portal-ai-ai-portal-enterprise-genai-briefing","name":"AI-Portal Enterprise GenAI Briefing","vendor":"ai-portal.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":40.4,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":19.0,"health":12.0,"ecosystem":4.6,"domain_fit":34.0,"governance":3.0,"docs":7.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":4,"security":1,"protocols":3,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_973128e87ca18c77","slug":"paradev-com-paradev-docs-mcp-server","name":"Paradev docs MCP server","vendor":"paradev.com","category":null,"resource_type":"mcp_server","license":null,"rank":null,"score":40.4,"profile":"data","evidence_coverage":0.55,"components":{"adoption":null,"trust":23.0,"health":null,"ecosystem":8.5,"domain_fit":56.4,"governance":3.0,"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":0.564},{"id":"res_af51a0691826652e","slug":"apify-com-apify-agent-quickstart-agents-md","name":"Apify agent quickstart (agents.md)","vendor":"apify.com","category":null,"resource_type":"agent","license":null,"rank":null,"score":40.2,"profile":"data","evidence_coverage":0.55,"components":{"adoption":null,"trust":23.0,"health":null,"ecosystem":8.8,"domain_fit":56.4,"governance":3.0,"docs":9.0},"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":0.564},{"id":"res_8aede90a1b8e87fe","slug":"editor-pascal-app-pascal-editor-mcp","name":"Pascal Editor MCP","vendor":"editor.pascal.app","category":null,"resource_type":"mcp_server","license":null,"rank":null,"score":39.4,"profile":"data","evidence_coverage":0.55,"components":{"adoption":null,"trust":21.0,"health":null,"ecosystem":9.1,"domain_fit":56.4,"governance":0.0,"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":0.564},{"id":"res_cd14f5a5aa443177","slug":"worldmonitor-app-world-monitor-docs-mcp-server","name":"World Monitor Docs MCP server","vendor":"worldmonitor.app","category":null,"resource_type":"mcp_server","license":null,"rank":null,"score":38.9,"profile":"data","evidence_coverage":0.55,"components":{"adoption":null,"trust":23.0,"health":null,"ecosystem":8.5,"domain_fit":56.4,"governance":0.0,"docs":7.0},"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":0.564},{"id":"res_36426d64db9a8a91","slug":"agentlookups-ai-counterscript-drug-price-benchmarks","name":"CounterScript - Drug Price Benchmarks","vendor":"agentlookups.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":38.0,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":11.0,"health":16.0,"ecosystem":4.6,"domain_fit":34.0,"governance":null,"docs":7.0},"seed_rank":null,"trust":{"identity":4,"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_dd06d900fb52de1d","slug":"ai-akari-ai-ai-one-minute-akari","name":"AIﾉアカリ☆ One-Minute Akari","vendor":"ai-akari.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":38.0,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":16.0,"health":12.0,"ecosystem":4.6,"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":"unknown","mcp":"claimed","ard":"unknown"},"confidence":0.34},{"id":"res_8b8e7b016d1a8361","slug":"auralogs-ai-auralogs","name":"Auralogs","vendor":"auralogs.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":38.0,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":16.0,"health":12.0,"ecosystem":4.6,"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_dd75cd87fc98cdf2","slug":"b77-ai-apple-search-ads","name":"Apple Search Ads","vendor":"b77.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":38.0,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":11.0,"health":16.0,"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":1,"protocols":3,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_ae2d3b966790d16b","slug":"b77-ai-google-news","name":"Google News","vendor":"b77.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":38.0,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":11.0,"health":16.0,"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":1,"protocols":3,"issues":3,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_8bdee57cb16c427a","slug":"b77-ai-google-search-console","name":"Google Search Console","vendor":"b77.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":38.0,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":11.0,"health":16.0,"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":1,"protocols":3,"issues":3,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_3d055dfa49bb55e3","slug":"b77-ai-nightscout","name":"Nightscout","vendor":"b77.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":38.0,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":11.0,"health":16.0,"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":1,"protocols":3,"issues":3,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_4cec26b071089d9d","slug":"b77-ai-web-analytics","name":"Web Analytics","vendor":"b77.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":38.0,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":11.0,"health":16.0,"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":1,"protocols":3,"issues":3,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_9b7282bffc02cc8d","slug":"aard-ai-decomposing-data-questions-agent-skill","name":"Decomposing data questions (agent skill)","vendor":"aard.ai","category":null,"resource_type":"agent","license":null,"rank":null,"score":38.0,"profile":"data","evidence_coverage":0.55,"components":{"adoption":null,"trust":21.0,"health":null,"ecosystem":8.2,"domain_fit":56.4,"governance":null,"docs":9.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":null,"security":1,"protocols":1,"issues":1,"traces":1},"protocols":{"a2a":"unknown","mcp":"claimed","ard":"verified"},"confidence":0.564},{"id":"res_400cf0d43f56c089","slug":"apify-com-apify-ultimate-scraper","name":"apify-ultimate-scraper","vendor":"apify.com","category":null,"resource_type":"skill","license":null,"rank":null,"score":37.9,"profile":"data","evidence_coverage":0.55,"components":{"adoption":null,"trust":22.0,"health":null,"ecosystem":4.6,"domain_fit":81.0,"governance":3.0,"docs":7.0},"seed_rank":null,"trust":{"identity":1,"compliance":5,"vendor_compliance":4,"security":1,"protocols":1,"issues":1,"traces":1},"protocols":{"a2a":"unknown","mcp":"unknown","ard":"verified"},"confidence":0.81},{"id":"res_941152bbd9b15baa","slug":"justidea-agency-justidea-agency-website-mcp","name":"JustIdea Agency website (MCP)","vendor":"justidea.agency","category":null,"resource_type":"mcp_server","license":null,"rank":null,"score":37.9,"profile":"data","evidence_coverage":0.55,"components":{"adoption":null,"trust":23.0,"health":null,"ecosystem":9.4,"domain_fit":34.0,"governance":null,"docs":10.0},"seed_rank":null,"trust":{"identity":1,"compliance":5,"vendor_compliance":null,"security":1,"protocols":1,"issues":1,"traces":1},"protocols":{"a2a":"unknown","mcp":"claimed","ard":"verified"},"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":37.9,"profile":"data","evidence_coverage":0.55,"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_4ad4bfd40c949fe6","slug":"sanchay3011-ai-data-scientist-agent","name":"AI Data Scientist Agent","vendor":"Sanchay3011","category":"Hugging Face Space","resource_type":"agent","license":"mit","rank":null,"score":37.6,"profile":"data","evidence_coverage":1.0,"components":{"adoption":11.85,"trust":16.0,"health":8.0,"ecosystem":0.3,"domain_fit":34.0,"governance":null,"docs":3.0},"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_2ea454c2986179a0","slug":"lona-agency-agency-lona-trading","name":"agency.lona/trading","vendor":"lona.agency","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":36.4,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":19.0,"health":8.0,"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":1,"protocols":3,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_86ec473cc6b38b82","slug":"adadvisor-ai-adadvisor-mcp-server","name":"AdAdvisor MCP Server","vendor":"adadvisor.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":36.4,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":19.0,"health":8.0,"ecosystem":4.6,"domain_fit":34.0,"governance":3.0,"docs":7.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":4,"security":1,"protocols":3,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_ecd9013ab6340862","slug":"agentic-news-ai-agentic-news","name":"Agentic News","vendor":"agentic-news.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":36.4,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":19.0,"health":8.0,"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":1,"protocols":3,"issues":1,"traces":5},"protocols":{"a2a":"not_found","mcp":"claimed","ard":"not_found"},"confidence":0.34},{"id":"res_3dd379f6918b7e41","slug":"apify-com-apify-store","name":"Apify Store","vendor":"apify.com","category":null,"resource_type":"agent","license":null,"rank":null,"score":35.8,"profile":"data","evidence_coverage":0.55,"components":{"adoption":null,"trust":22.0,"health":null,"ecosystem":5.2,"domain_fit":56.4,"governance":3.0,"docs":9.0},"seed_rank":null,"trust":{"identity":1,"compliance":5,"vendor_compliance":4,"security":1,"protocols":1,"issues":3,"traces":1},"protocols":{"a2a":"unknown","mcp":"unknown","ard":"verified"},"confidence":0.564},{"id":"res_d2972fd5877c3493","slug":"aard-ai-aard-mcp","name":"Aard MCP","vendor":"aard.ai","category":null,"resource_type":"mcp_server","license":null,"rank":null,"score":35.4,"profile":"data","evidence_coverage":0.55,"components":{"adoption":null,"trust":21.0,"health":null,"ecosystem":8.5,"domain_fit":34.0,"governance":null,"docs":10.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":null,"security":1,"protocols":1,"issues":1,"traces":1},"protocols":{"a2a":"unknown","mcp":"claimed","ard":"verified"},"confidence":0.34},{"id":"res_4fdc3aa76cd68f62","slug":"aard-ai-aard-agent-skill","name":"Aard (agent skill)","vendor":"aard.ai","category":null,"resource_type":"agent","license":null,"rank":null,"score":34.6,"profile":"data","evidence_coverage":0.55,"components":{"adoption":null,"trust":21.0,"health":null,"ecosystem":8.2,"domain_fit":34.0,"governance":null,"docs":9.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":null,"security":1,"protocols":1,"issues":1,"traces":1},"protocols":{"a2a":"unknown","mcp":"claimed","ard":"verified"},"confidence":0.34},{"id":"res_9d634f6fb2199625","slug":"booqer-ai-booqer","name":"Booqer","vendor":"booqer.ai","category":null,"resource_type":"mcp_server","license":null,"rank":null,"score":34.5,"profile":"data","evidence_coverage":0.55,"components":{"adoption":null,"trust":21.0,"health":null,"ecosystem":7.6,"domain_fit":34.0,"governance":null,"docs":10.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":null,"security":null,"protocols":1,"issues":1,"traces":1},"protocols":{"a2a":"unknown","mcp":"claimed","ard":"verified"},"confidence":0.34},{"id":"res_9688dea3f9480b7a","slug":"pydantic-dev-pydantic-logfire-mcp-server","name":"Pydantic Logfire MCP Server","vendor":"pydantic.dev","category":null,"resource_type":"mcp_server","license":null,"rank":null,"score":34.5,"profile":"data","evidence_coverage":0.55,"components":{"adoption":null,"trust":21.0,"health":null,"ecosystem":7.6,"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_f765deabe74c1aa9","slug":"assetlog-ai-assetlog-agent-skills","name":"AssetLog agent skills","vendor":"assetlog.ai","category":null,"resource_type":"agent","license":null,"rank":null,"score":34.0,"profile":"data","evidence_coverage":0.55,"components":{"adoption":null,"trust":21.0,"health":null,"ecosystem":7.6,"domain_fit":34.0,"governance":0.0,"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":"claimed","ard":"verified"},"confidence":0.34},{"id":"res_4e2cee3879ebaa22","slug":"apify-com-apify-store-search","name":"Apify Store search","vendor":"apify.com","category":null,"resource_type":"agent","license":null,"rank":null,"score":32.7,"profile":"data","evidence_coverage":0.55,"components":{"adoption":null,"trust":22.0,"health":null,"ecosystem":5.5,"domain_fit":34.0,"governance":3.0,"docs":9.0},"seed_rank":null,"trust":{"identity":1,"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_1fb0ebc53cdb0954","slug":"justidea-agency-justidea-agency-public-rest-api","name":"JustIdea Agency public REST API","vendor":"justidea.agency","category":null,"resource_type":"api","license":null,"rank":null,"score":32.6,"profile":"data","evidence_coverage":0.55,"components":{"adoption":null,"trust":22.0,"health":null,"ecosystem":4.9,"domain_fit":34.0,"governance":null,"docs":10.0},"seed_rank":null,"trust":{"identity":1,"compliance":5,"vendor_compliance":null,"security":1,"protocols":1,"issues":1,"traces":1},"protocols":{"a2a":"unknown","mcp":"unknown","ard":"verified"},"confidence":0.34},{"id":"res_619214def57e70ce","slug":"agentgates-ai-find-and-review-paid-apis-skill","name":"Find and review paid APIs (skill)","vendor":"agentgates.ai","category":null,"resource_type":"skill","license":null,"rank":null,"score":32.4,"profile":"data","evidence_coverage":0.55,"components":{"adoption":null,"trust":22.0,"health":null,"ecosystem":5.2,"domain_fit":34.0,"governance":null,"docs":9.0},"seed_rank":null,"trust":{"identity":1,"compliance":5,"vendor_compliance":null,"security":1,"protocols":1,"issues":1,"traces":1},"protocols":{"a2a":"unknown","mcp":"unknown","ard":"verified"},"confidence":0.34},{"id":"res_d19afe7dd1d840aa","slug":"aard-ai-aard-rest-api","name":"Aard REST API","vendor":"aard.ai","category":null,"resource_type":"api","license":null,"rank":null,"score":31.0,"profile":"data","evidence_coverage":0.55,"components":{"adoption":null,"trust":20.0,"health":null,"ecosystem":4.9,"domain_fit":34.0,"governance":null,"docs":10.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":null,"security":1,"protocols":1,"issues":1,"traces":1},"protocols":{"a2a":"unknown","mcp":"unknown","ard":"verified"},"confidence":0.34},{"id":"res_84d868d6f22d01d8","slug":"aard-ai-aard-agent-skills","name":"Aard Agent Skills","vendor":"aard.ai","category":null,"resource_type":"agent","license":null,"rank":null,"score":30.7,"profile":"data","evidence_coverage":0.55,"components":{"adoption":null,"trust":20.0,"health":null,"ecosystem":4.6,"domain_fit":34.0,"governance":null,"docs":10.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":null,"security":1,"protocols":1,"issues":1,"traces":1},"protocols":{"a2a":"unknown","mcp":"unknown","ard":"verified"},"confidence":0.34},{"id":"res_7c34d5d28534899d","slug":"aard-ai-citing-official-statistics-agent-skill","name":"Citing official statistics (agent skill)","vendor":"aard.ai","category":null,"resource_type":"agent","license":null,"rank":null,"score":30.2,"profile":"data","evidence_coverage":0.55,"components":{"adoption":null,"trust":20.0,"health":null,"ecosystem":4.6,"domain_fit":34.0,"governance":null,"docs":9.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":null,"security":1,"protocols":1,"issues":1,"traces":1},"protocols":{"a2a":"unknown","mcp":"unknown","ard":"verified"},"confidence":0.34},{"id":"res_b0c135942516bc6e","slug":"aard-ai-reasoning-linkage-confidence-agent-skill","name":"Reasoning linkage confidence (agent skill)","vendor":"aard.ai","category":null,"resource_type":"agent","license":null,"rank":null,"score":30.2,"profile":"data","evidence_coverage":0.55,"components":{"adoption":null,"trust":20.0,"health":null,"ecosystem":4.6,"domain_fit":34.0,"governance":null,"docs":9.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":null,"security":1,"protocols":1,"issues":1,"traces":1},"protocols":{"a2a":"unknown","mcp":"unknown","ard":"verified"},"confidence":0.34},{"id":"res_83543c823fb3896e","slug":"pydantic-dev-pydantic-documentation-search-api","name":"Pydantic Documentation Search API","vendor":"pydantic.dev","category":null,"resource_type":"api","license":null,"rank":null,"score":30.1,"profile":"data","evidence_coverage":0.55,"components":{"adoption":null,"trust":20.0,"health":null,"ecosystem":4.0,"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":"unknown","ard":"verified"},"confidence":0.34},{"id":"res_e74c9be37e445c6a","slug":"bezal-ai-bezal-local-business-intelligence-for-ai-agents","name":"Bezal — Local Business Intelligence for AI Agents","vendor":"bezal.ai","category":"MCP server","resource_type":"mcp_server","license":null,"rank":null,"score":30.0,"profile":"data","evidence_coverage":0.75,"components":{"adoption":null,"trust":11.0,"health":8.0,"ecosystem":4.6,"domain_fit":34.0,"governance":null,"docs":7.0},"seed_rank":null,"trust":{"identity":4,"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_5938a34e13830b7c","slug":"agent-bev-ai-agent-bev","name":"agent-bev","vendor":"agent-bev.ai","category":null,"resource_type":"agent","license":null,"rank":null,"score":29.1,"profile":"data","evidence_coverage":0.55,"components":{"adoption":null,"trust":20.0,"health":null,"ecosystem":4.0,"domain_fit":34.0,"governance":null,"docs":8.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":null,"security":1,"protocols":1,"issues":1,"traces":1},"protocols":{"a2a":"unknown","mcp":"unknown","ard":"verified"},"confidence":0.34},{"id":"res_74d599cd8e801b43","slug":"alpic-ai-alpic-platform-api","name":"Alpic Platform API","vendor":"alpic.ai","category":null,"resource_type":"api","license":null,"rank":null,"score":28.6,"profile":"data","evidence_coverage":0.55,"components":{"adoption":null,"trust":20.0,"health":null,"ecosystem":4.0,"domain_fit":34.0,"governance":null,"docs":7.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":null,"security":1,"protocols":1,"issues":1,"traces":1},"protocols":{"a2a":"unknown","mcp":"unknown","ard":"verified"},"confidence":0.34},{"id":"res_6fa281b09ae9be8d","slug":"alpic-ai-platform","name":"platform","vendor":"alpic.ai","category":null,"resource_type":"mcp_server","license":null,"rank":null,"score":27.4,"profile":"data","evidence_coverage":0.55,"components":{"adoption":null,"trust":19.0,"health":null,"ecosystem":3.6,"domain_fit":34.0,"governance":null,"docs":7.0},"seed_rank":null,"trust":{"identity":2,"compliance":5,"vendor_compliance":null,"security":null,"protocols":3,"issues":1,"traces":1},"protocols":{"a2a":"unknown","mcp":"claimed","ard":"invalid"},"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."}