{
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  "resource": {
    "id": "RES_D1D826A48975",
    "resource_type": "mcp_server",
    "canonical_url": "https://registry.modelcontextprotocol.io/v0.1/servers/ai.aviado%2Fhealth/versions/0.1.0",
    "name": "health",
    "summary_en": "Supplement research, biomarker effects, drug interactions, and brand quality data",
    "summary_zh": "补充剂研究、生物标志物效应、药物相互作用和品牌质量数据",
    "description_en": "This MCP server provides access to Aviado's supplement research data, including biomarker effects, drug interactions, and brand quality scores. It offers tools to search supplements, find supplements for biomarkers or conditions, retrieve supplement information, check interactions, and identify top brands.",
    "description_zh": "该MCP服务器提供对Aviado补充剂研究数据的访问，包括生物标志物效应、药物相互作用和品牌质量评分。它提供搜索补充剂、查找影响生物标志物或针对特定健康状况的补充剂、获取补充剂详细信息、检查相互作用以及识别顶级品牌的工具。",
    "provider_name": "ai.aviado",
    "homepage_url": "https://github.com/kipmcc/aviado-mcp",
    "endpoint_url": "https://aviado.ai/api/mcp",
    "source_url": "https://github.com/kipmcc/aviado-mcp",
    "icon_url": null,
    "cover_image_url": null,
    "capabilities": [
      "supplement.search",
      "supplement.retrieve",
      "biomarker.query",
      "condition.query",
      "interaction.query",
      "brand.query"
    ],
    "categories": [
      "data",
      "research"
    ],
    "industries": [
      "health"
    ],
    "protocols": [
      "mcp"
    ],
    "auth": {
      "type": "unknown"
    },
    "pricing": {
      "model": "unknown"
    },
    "input_schema": {},
    "output_schema": {},
    "metadata": {
      "content_language": "en",
      "translation_status": "original-only",
      "official_registry": {
        "version": "0.1.0",
        "packages": [],
        "remotes": []
      },
      "review_gate": {
        "passed": true,
        "reasons": [],
        "policy_version": "review-gate-v1",
        "evaluated_at": "2026-09-03T05:53:22.764Z"
      }
    },
    "latest_version": "0.1.0",
    "status": "listed",
    "health_status": "healthy",
    "source_kind": "imported",
    "source_agent": "registry.modelcontextprotocol.io",
    "trust": {
      "signal": "none",
      "reason": null,
      "signals": {
        "yellow": 0,
        "red": 0
      }
    },
    "review_summary": {
      "method_version": "capability-evidence-v2",
      "capability_definition": "strong",
      "contract_completeness": "strong",
      "access_friction": "low",
      "operational_transparency": "partial",
      "evidence_strength": "protocol_inspected",
      "use_readiness": "guided_use",
      "reviewed_at": "2026-09-03T05:53:23.771Z"
    },
    "experience_count": 0,
    "verified_experience_count": 0,
    "usage_count": 0,
    "success_rate": null,
    "first_seen_at": "2026-09-03T02:49:47.104Z",
    "last_seen_at": "2026-09-03T05:53:22.995Z",
    "published_at": "2026-09-03T05:53:22.995Z",
    "created_at": "2026-09-03T02:49:47.104Z",
    "updated_at": "2026-09-03T05:53:23.771Z",
    "api_url": "https://aiworkshub.io/api/v1/resources/RES_D1D826A48975",
    "reviews_url": "https://aiworkshub.io/api/v1/resources/RES_D1D826A48975/reviews",
    "public_url": "https://aiworkshub.io/resources/RES_D1D826A48975",
    "distribution": {
      "canonical_identity": "https://registry.modelcontextprotocol.io/v0.1/servers/ai.aviado%2Fhealth/versions/0.1.0",
      "syndicatable": true,
      "origins": [
        {
          "registry_url": "https://registry.modelcontextprotocol.io/",
          "upstream_resource_id": "ai.aviado/health@0.1.0",
          "upstream_record_url": "https://registry.modelcontextprotocol.io/v0.1/servers/ai.aviado%2Fhealth/versions/0.1.0",
          "relation": "syndicated",
          "metadata": {
            "source": "official-mcp-registry"
          },
          "first_seen_at": "2026-09-03T02:49:47.104Z",
          "last_seen_at": "2026-09-03T05:53:22.995Z"
        }
      ]
    },
    "tools": [
      {
        "name": "get_biomarkers_for_supplement",
        "title_en": "Get Biomarkers for Supplement",
        "title_zh": "获取补充剂影响的生物标志物",
        "description_en": "Find which biomarkers are affected by a given supplement. Returns direction (up/down), confidence, dose, and health goal mapping.",
        "description_zh": "查找给定补充剂影响哪些生物标志物。返回方向（上调/下调）、置信度、剂量和健康目标映射。",
        "input_schema": {
          "$schema": "http://json-schema.org/draft-07/schema#",
          "type": "object",
          "properties": {
            "supplement": {
              "type": "string",
              "minLength": 1,
              "maxLength": 512,
              "description": "Supplement name (e.g., 'fish oil', 'curcumin', 'vitamin D3')"
            },
            "limit": {
              "default": 25,
              "description": "Max results (default 25, max 100)",
              "type": "integer",
              "minimum": 1,
              "maximum": 100
            }
          },
          "required": [
            "supplement"
          ]
        },
        "output_schema": {},
        "unit_kind": "mcp_tool",
        "effect": "read",
        "open_world": false,
        "idempotency": "idempotent",
        "confirmation": "none",
        "evidence_ids": [
          "protocol-tools"
        ],
        "runtime_auth": {},
        "pricing": {},
        "metadata": {}
      },
      {
        "name": "get_interventions_for_biomarker",
        "title_en": "Get Interventions for Biomarker",
        "title_zh": "获取针对生物标志物的干预措施",
        "description_en": "Find mixed interventions in Aviado's current graph that affect a biomarker, labeled with the exact intervention_type value supplement, food_substance, prescription_drug, research_compound, research_nootropic, medical_compound, or unknown. graph_status is the exact internal proven/suspected eligibility label, not independent clinical validation. Coverage is partial and non-exhaustive; absence is not evidence of no effect. pathway_tags are raw graph metadata, not validated mechanisms, and dose/pathway details are suppressed for non-supplement and unknown rows. Use dose_value with dose_unit; legacy dose_mg is populated only for literal mg rows.",
        "description_zh": "在Aviado当前图谱中查找影响生物标志物的混合干预措施，标记为精确的intervention_type值：supplement、food_substance、prescription_drug、research_compound、research_nootropic、medical_compound或unknown。graph_status是精确的内部proven/suspected资格标签，并非独立的临床验证。覆盖范围部分且非详尽；缺失并非无效果的证据。pathway_tags是原始图谱元数据，并非经过验证的机制，对于非补充剂和未知行，剂量/途径细节被抑制。使用dose_value配合dose_unit；仅当行为字面mg时填充遗留的dose_mg。",
        "input_schema": {
          "$schema": "http://json-schema.org/draft-07/schema#",
          "type": "object",
          "properties": {
            "biomarker": {
              "type": "string",
              "minLength": 1,
              "maxLength": 512,
              "description": "Biomarker name, abbreviation, or LOINC code"
            },
            "limit": {
              "default": 25,
              "description": "Max results (default 25, max 100)",
              "type": "integer",
              "minimum": 1,
              "maximum": 100
            }
          },
          "required": [
            "biomarker"
          ]
        },
        "output_schema": {},
        "unit_kind": "mcp_tool",
        "effect": "read",
        "open_world": false,
        "idempotency": "idempotent",
        "confirmation": "none",
        "evidence_ids": [
          "protocol-tools"
        ],
        "runtime_auth": {},
        "pricing": {},
        "metadata": {}
      },
      {
        "name": "get_supplement_info",
        "title_en": "Get Supplement Info",
        "title_zh": "获取补充剂信息",
        "description_en": "Get comprehensive information about a supplement: what it is, what it does, which biomarkers it affects, mechanism of action, and safety contraindications.",
        "description_zh": "获取关于补充剂的全面信息：它是什么、作用、影响哪些生物标志物、作用机制和安全禁忌症。",
        "input_schema": {
          "$schema": "http://json-schema.org/draft-07/schema#",
          "type": "object",
          "properties": {
            "supplement": {
              "type": "string",
              "minLength": 1,
              "maxLength": 512,
              "description": "Supplement name"
            }
          },
          "required": [
            "supplement"
          ]
        },
        "output_schema": {},
        "unit_kind": "mcp_tool",
        "effect": "read",
        "open_world": false,
        "idempotency": "idempotent",
        "confirmation": "none",
        "evidence_ids": [
          "protocol-tools"
        ],
        "runtime_auth": {},
        "pricing": {},
        "metadata": {}
      },
      {
        "name": "get_supplement_interactions",
        "title_en": "Get Supplement Interactions",
        "title_zh": "获取补充剂相互作用",
        "description_en": "Find supplement-supplement interactions (765 pairs from clinical evidence) and drug-supplement interactions (1,626 FDA-validated pairs). Returns synergies, antagonisms, absorption conflicts, and timing recommendations.",
        "description_zh": "查找补充剂-补充剂相互作用（来自临床证据的765对）和药物-补充剂相互作用（1,626对FDA验证）。返回协同作用、拮抗作用、吸收冲突和服用时间建议。",
        "input_schema": {
          "$schema": "http://json-schema.org/draft-07/schema#",
          "type": "object",
          "properties": {
            "supplement": {
              "type": "string",
              "minLength": 1,
              "maxLength": 512,
              "description": "Supplement name"
            },
            "include_drug_interactions": {
              "default": true,
              "description": "Include FDA drug-supplement interactions",
              "type": "boolean"
            }
          },
          "required": [
            "supplement"
          ]
        },
        "output_schema": {},
        "unit_kind": "mcp_tool",
        "effect": "read",
        "open_world": false,
        "idempotency": "idempotent",
        "confirmation": "none",
        "evidence_ids": [
          "protocol-tools"
        ],
        "runtime_auth": {},
        "pricing": {},
        "metadata": {}
      },
      {
        "name": "get_supplements_for_biomarker",
        "title_en": "Get Supplements for Biomarker",
        "title_zh": "获取针对生物标志物的补充剂",
        "description_en": "Find registry-classified supplements in Aviado's current graph that affect a biomarker. Excludes food_substance, prescription_drug, research_compound, research_nootropic, medical_compound, and unknown IDs. Type labels and graph_status (proven or suspected) are internal taxonomy/eligibility metadata, not independent clinical verification. Results are partial and non-exhaustive; pathway_tags are raw graph metadata, not validated mechanisms. Use dose_value with dose_unit; legacy dose_mg is populated only for literal mg rows.",
        "description_zh": "在Aviado当前图谱中查找影响生物标志物的注册分类补充剂。排除food_substance、prescription_drug、research_compound、research_nootropic、medical_compound和未知ID。类型标签和graph_status（proven或suspected）是内部分类/资格元数据，并非独立的临床验证。结果部分且非详尽；pathway_tags是原始图谱元数据，并非经过验证的机制。使用dose_value配合dose_unit；仅当行为字面mg时填充遗留的dose_mg。",
        "input_schema": {
          "$schema": "http://json-schema.org/draft-07/schema#",
          "type": "object",
          "properties": {
            "biomarker": {
              "type": "string",
              "minLength": 1,
              "maxLength": 512,
              "description": "Biomarker name, abbreviation, or LOINC code"
            },
            "limit": {
              "default": 25,
              "description": "Max results (default 25, max 100)",
              "type": "integer",
              "minimum": 1,
              "maximum": 100
            }
          },
          "required": [
            "biomarker"
          ]
        },
        "output_schema": {},
        "unit_kind": "mcp_tool",
        "effect": "read",
        "open_world": false,
        "idempotency": "idempotent",
        "confirmation": "none",
        "evidence_ids": [
          "protocol-tools"
        ],
        "runtime_auth": {},
        "pricing": {},
        "metadata": {}
      },
      {
        "name": "get_supplements_for_condition",
        "title_en": "Get Supplements for Condition",
        "title_zh": "获取针对健康状况的补充剂",
        "description_en": "Find which supplements help with a health condition or goal (e.g., 'sleep', 'anxiety', 'joint pain'). Returns evidence-graded supplement recommendations with dosages.",
        "description_zh": "查找哪些补充剂有助于健康状况或目标（例如“睡眠”、“焦虑”、“关节疼痛”）。返回带有剂量的证据分级补充剂推荐。",
        "input_schema": {
          "$schema": "http://json-schema.org/draft-07/schema#",
          "type": "object",
          "properties": {
            "condition": {
              "type": "string",
              "minLength": 1,
              "maxLength": 512,
              "description": "Health condition, symptom, or goal (e.g., 'insomnia', 'anxiety', 'brain fog', 'joint pain')"
            },
            "min_grade": {
              "default": "D",
              "description": "Minimum evidence grade to include (default: D = all)",
              "type": "string",
              "enum": [
                "A",
                "B",
                "C",
                "D"
              ]
            },
            "limit": {
              "default": 25,
              "description": "Max supplements to return, ranked by evidence (default: 25, max: 50)",
              "type": "integer",
              "minimum": 1,
              "maximum": 50
            }
          },
          "required": [
            "condition"
          ]
        },
        "output_schema": {},
        "unit_kind": "mcp_tool",
        "effect": "read",
        "open_world": false,
        "idempotency": "idempotent",
        "confirmation": "none",
        "evidence_ids": [
          "protocol-tools"
        ],
        "runtime_auth": {},
        "pricing": {},
        "metadata": {}
      },
      {
        "name": "get_top_brands",
        "title_en": "Get Top Brands",
        "title_zh": "获取顶级品牌",
        "description_en": "Find the highest-quality brands for a supplement, ranked by ProofMark (Aviado's quality score: third-party testing, certifications, and quality metrics).",
        "description_zh": "查找补充剂的最高质量品牌，按ProofMark（Aviado的质量评分：第三方测试、认证和质量指标）排名。",
        "input_schema": {
          "$schema": "http://json-schema.org/draft-07/schema#",
          "type": "object",
          "properties": {
            "supplement": {
              "type": "string",
              "minLength": 1,
              "maxLength": 512,
              "description": "Supplement name"
            },
            "limit": {
              "default": 5,
              "description": "Number of results (max 20)",
              "type": "integer",
              "minimum": 1,
              "maximum": 20
            }
          },
          "required": [
            "supplement"
          ]
        },
        "output_schema": {},
        "unit_kind": "mcp_tool",
        "effect": "read",
        "open_world": false,
        "idempotency": "idempotent",
        "confirmation": "none",
        "evidence_ids": [
          "protocol-tools"
        ],
        "runtime_auth": {},
        "pricing": {},
        "metadata": {}
      },
      {
        "name": "search_conditions",
        "title_en": "Search Conditions",
        "title_zh": "搜索健康状况",
        "description_en": "Search for a health condition by name with fuzzy matching. Use this to resolve ambiguous condition names before calling get_supplements_for_condition.",
        "description_zh": "通过名称进行模糊匹配搜索健康状况。在调用get_supplements_for_condition之前，使用此工具解析模糊的条件名称。",
        "input_schema": {
          "$schema": "http://json-schema.org/draft-07/schema#",
          "type": "object",
          "properties": {
            "query": {
              "type": "string",
              "minLength": 1,
              "maxLength": 512,
              "description": "Search query (e.g., 'sleep', 'anxiety', 'brain fog', 'joint pain')"
            }
          },
          "required": [
            "query"
          ]
        },
        "output_schema": {},
        "unit_kind": "mcp_tool",
        "effect": "read",
        "open_world": false,
        "idempotency": "idempotent",
        "confirmation": "none",
        "evidence_ids": [
          "protocol-tools"
        ],
        "runtime_auth": {},
        "pricing": {},
        "metadata": {}
      },
      {
        "name": "search_supplements",
        "title_en": "Search Supplements",
        "title_zh": "搜索补充剂",
        "description_en": "Resolve a supplement identity. Use mode='supplement_retail' only for raw retail product titles; it invokes the fail-closed retail front door. Identity mode is the default.",
        "description_zh": "解析补充剂身份。仅对原始零售产品标题使用mode='supplement_retail'；它会调用故障关闭的零售前端。默认模式为identity。",
        "input_schema": {
          "$schema": "http://json-schema.org/draft-07/schema#",
          "type": "object",
          "properties": {
            "query": {
              "type": "string",
              "minLength": 1,
              "maxLength": 512,
              "description": "Supplement identity or raw retail product title"
            },
            "mode": {
              "default": "identity",
              "description": "Explicit routing mode; retail titles require supplement_retail",
              "type": "string",
              "enum": [
                "identity",
                "supplement_retail"
              ]
            }
          },
          "required": [
            "query"
          ]
        },
        "output_schema": {},
        "unit_kind": "mcp_tool",
        "effect": "read",
        "open_world": false,
        "idempotency": "idempotent",
        "confirmation": "none",
        "evidence_ids": [
          "protocol-tools"
        ],
        "runtime_auth": {},
        "pricing": {},
        "metadata": {}
      }
    ],
    "review_profile": {
      "schema_version": "aiworkshub.resource-review/0.2",
      "method_version": "capability-evidence-v2",
      "review_state": {
        "identity": "verified",
        "source": "verified",
        "connectivity": "verified",
        "contract": "strong",
        "safe_use": "untested",
        "real_use": "unobserved"
      },
      "assessment": {
        "capability_definition": "strong",
        "contract_completeness": "strong",
        "access_friction": "low",
        "operational_transparency": "partial",
        "evidence_strength": "protocol_inspected",
        "use_readiness": "guided_use"
      },
      "profile": {
        "capabilities": [
          {
            "id": "supplement.search",
            "weight": 90,
            "confidence": 95,
            "evidence_ids": [
              "protocol-tools"
            ]
          },
          {
            "id": "supplement.retrieve",
            "weight": 80,
            "confidence": 90,
            "evidence_ids": [
              "protocol-tools"
            ]
          },
          {
            "id": "biomarker.query",
            "weight": 70,
            "confidence": 85,
            "evidence_ids": [
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            ]
          },
          {
            "id": "condition.query",
            "weight": 70,
            "confidence": 85,
            "evidence_ids": [
              "protocol-tools"
            ]
          },
          {
            "id": "interaction.query",
            "weight": 60,
            "confidence": 80,
            "evidence_ids": [
              "protocol-tools"
            ]
          },
          {
            "id": "brand.query",
            "weight": 50,
            "confidence": 75,
            "evidence_ids": [
              "protocol-tools"
            ]
          }
        ],
        "domains": [
          {
            "id": "health",
            "weight": 100,
            "confidence": 95,
            "evidence_ids": [
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          },
          {
            "id": "nutrition",
            "weight": 90,
            "confidence": 90,
            "evidence_ids": [
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          },
          {
            "id": "research",
            "weight": 70,
            "confidence": 80,
            "evidence_ids": [
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            ]
          }
        ],
        "workflow_roles": [
          "discover",
          "retrieve",
          "analyze"
        ]
      },
      "capability_units": [
        {
          "id": "tool:get_supplements_for_biomarker",
          "kind": "mcp_tool",
          "capability_id": "biomarker.query",
          "effect": "read",
          "open_world": false,
          "idempotency": "idempotent",
          "confirmation": "none",
          "input_contract": "typed",
          "output_contract": "untyped",
          "accepts": [
            "biomarker name",
            "LOINC code"
          ],
          "produces": [
            "supplement list"
          ],
          "runtime_auth": {},
          "pricing": {},
          "evidence_ids": [
            "protocol-tools"
          ],
          "metadata": {}
        },
        {
          "id": "tool:get_interventions_for_biomarker",
          "kind": "mcp_tool",
          "capability_id": "biomarker.query",
          "effect": "read",
          "open_world": false,
          "idempotency": "idempotent",
          "confirmation": "none",
          "input_contract": "typed",
          "output_contract": "untyped",
          "accepts": [
            "biomarker name",
            "LOINC code"
          ],
          "produces": [
            "intervention list"
          ],
          "runtime_auth": {},
          "pricing": {},
          "evidence_ids": [
            "protocol-tools"
          ],
          "metadata": {}
        },
        {
          "id": "tool:get_biomarkers_for_supplement",
          "kind": "mcp_tool",
          "capability_id": "biomarker.query",
          "effect": "read",
          "open_world": false,
          "idempotency": "idempotent",
          "confirmation": "none",
          "input_contract": "typed",
          "output_contract": "untyped",
          "accepts": [
            "supplement name"
          ],
          "produces": [
            "biomarker list"
          ],
          "runtime_auth": {},
          "pricing": {},
          "evidence_ids": [
            "protocol-tools"
          ],
          "metadata": {}
        },
        {
          "id": "tool:get_supplement_info",
          "kind": "mcp_tool",
          "capability_id": "supplement.retrieve",
          "effect": "read",
          "open_world": false,
          "idempotency": "idempotent",
          "confirmation": "none",
          "input_contract": "typed",
          "output_contract": "untyped",
          "accepts": [
            "supplement name"
          ],
          "produces": [
            "supplement details"
          ],
          "runtime_auth": {},
          "pricing": {},
          "evidence_ids": [
            "protocol-tools"
          ],
          "metadata": {}
        },
        {
          "id": "tool:get_supplement_interactions",
          "kind": "mcp_tool",
          "capability_id": "interaction.query",
          "effect": "read",
          "open_world": false,
          "idempotency": "idempotent",
          "confirmation": "none",
          "input_contract": "typed",
          "output_contract": "untyped",
          "accepts": [
            "supplement name"
          ],
          "produces": [
            "interaction list"
          ],
          "runtime_auth": {},
          "pricing": {},
          "evidence_ids": [
            "protocol-tools"
          ],
          "metadata": {}
        },
        {
          "id": "tool:get_top_brands",
          "kind": "mcp_tool",
          "capability_id": "brand.query",
          "effect": "read",
          "open_world": false,
          "idempotency": "idempotent",
          "confirmation": "none",
          "input_contract": "typed",
          "output_contract": "untyped",
          "accepts": [
            "supplement name"
          ],
          "produces": [
            "brand list"
          ],
          "runtime_auth": {},
          "pricing": {},
          "evidence_ids": [
            "protocol-tools"
          ],
          "metadata": {}
        },
        {
          "id": "tool:search_supplements",
          "kind": "mcp_tool",
          "capability_id": "supplement.search",
          "effect": "read",
          "open_world": false,
          "idempotency": "idempotent",
          "confirmation": "none",
          "input_contract": "typed",
          "output_contract": "untyped",
          "accepts": [
            "supplement name",
            "retail product title"
          ],
          "produces": [
            "supplement identity"
          ],
          "runtime_auth": {},
          "pricing": {},
          "evidence_ids": [
            "protocol-tools"
          ],
          "metadata": {}
        },
        {
          "id": "tool:search_conditions",
          "kind": "mcp_tool",
          "capability_id": "condition.query",
          "effect": "read",
          "open_world": false,
          "idempotency": "idempotent",
          "confirmation": "none",
          "input_contract": "typed",
          "output_contract": "untyped",
          "accepts": [
            "condition name"
          ],
          "produces": [
            "condition list"
          ],
          "runtime_auth": {},
          "pricing": {},
          "evidence_ids": [
            "protocol-tools"
          ],
          "metadata": {}
        },
        {
          "id": "tool:get_supplements_for_condition",
          "kind": "mcp_tool",
          "capability_id": "condition.query",
          "effect": "read",
          "open_world": false,
          "idempotency": "idempotent",
          "confirmation": "none",
          "input_contract": "typed",
          "output_contract": "untyped",
          "accepts": [
            "condition name"
          ],
          "produces": [
            "supplement list"
          ],
          "runtime_auth": {},
          "pricing": {},
          "evidence_ids": [
            "protocol-tools"
          ],
          "metadata": {}
        }
      ],
      "access": {
        "distribution_license": {},
        "runtime_auth": {},
        "runtime_pricing": {},
        "dependencies": []
      },
      "operational_flags": [],
      "trust": {
        "signal": "none",
        "evidence_ids": [],
        "reason": null
      },
      "fit": {
        "good_for": [
          "Supplement research and education",
          "Biomarker and condition-based supplement discovery",
          "Checking supplement and drug interactions",
          "Identifying high-quality supplement brands"
        ],
        "not_for": [
          "Medical advice or diagnosis",
          "Replacing professional clinical judgment",
          "Exhaustive or definitive evidence on supplement effects"
        ]
      },
      "evidence": [
        {
          "id": "source-record",
          "type": "registry_record",
          "source": "https://github.com/kipmcc/aviado-mcp",
          "observation": "MCP source record for health; version 0.1.0.",
          "observed_at": null,
          "payload": {}
        },
        {
          "id": "protocol-tools",
          "type": "protocol_observation",
          "source": "https://aviado.ai/api/mcp#tools/list",
          "observation": "9 tools were returned by MCP discovery; 9 were retained for review.",
          "observed_at": "2026-09-03T05:53:04.840Z",
          "payload": {}
        }
      ],
      "unknowns": [
        "Authentication mechanism",
        "Pricing model",
        "Exact output schemas for tools",
        "Data update frequency",
        "Clinical validation of internal graph data"
      ],
      "id": "REV_B2E3A06FE746",
      "resource_id": "RES_D1D826A48975",
      "evaluator_type": "platform_ai",
      "provider": "deepseek",
      "model": "deepseek-v4-flash",
      "review_scope": "protocol-inspected-mcp",
      "created_at": "2026-09-03T05:53:23.771Z"
    }
  }
}