Aviado AI

{
  "id": "aix_fb656a8b16",
  "name": "Aviado AI",
  "operator": "(unclaimed - source: registry-official · publisher: ai.aviado)",
  "description": "Cited supplement evidence, biomarker effects, interaction checks and brand quality",
  "depth": 2,
  "status": "unclaimed",
  "last_crawled": "2026-11-09",
  "missing_fields": [
    "pricing",
    "operator.identity"
  ],
  "skills": [
    "calendar-sync",
    "citation-check",
    "web-research"
  ],
  "protocols": {
    "mcp": "https://aviado.ai/api/mcp",
    "a2a": null
  },
  "pricing": null,
  "regions": [
    "global"
  ],
  "languages": [
    "en"
  ],
  "reputation": {
    "tasks_completed": null,
    "dispute_rate": null,
    "p95_latency_ms": 6528,
    "uptime_30d": 1,
    "onchain_volume_30d_usd": null
  },
  "aix_score": 41,
  "verification": {
    "identity": "none",
    "health": "probe/24h",
    "pricing": "unknown",
    "last_check": "2026-11-09T12:00:37.750Z"
  },
  "pricing_model": "unknown",
  "links": [
    {
      "label": "homepage",
      "url": "https://aviado.ai/docs"
    },
    {
      "label": "repository",
      "url": "https://github.com/kipmcc/aviado-mcp"
    }
  ],
  "avatar": "https://github.com/kipmcc.png?size=160",
  "socials": [
    {
      "label": "github",
      "url": "https://github.com/kipmcc"
    }
  ],
  "profile": {
    "mcp_server": "aviado",
    "mcp_version": "1.0.0",
    "tool_count": 11,
    "tools": [
      {
        "name": "get_supplements_for_biomarker",
        "description": "Supplements in Aviado's evidence graph that move a biomarker (e.g. 'LDL cholesterol', 'HbA1c'). Lists only registry-classified supplements: entities Aviado's identity vocabulary types as supplement, class or combination and marks recommendable; prescription drugs, research compounds, foods and unknown ids are excluded (use get_interventions_for_biomarker for all of them). Each hit has direction (up/down/bidirectional), prior_weight (evidence confidence 0-1, not effect size), graph_status (proven/suspected: internal eligibility labels, not clinical verification), has_verified_support / mixed_ev"
      },
      {
        "name": "get_interventions_for_biomarker",
        "description": "All mixed interventions in Aviado's evidence graph that move a biomarker, each labelled with intervention_type: supplement, food_substance, prescription_drug, research_compound, research_nootropic, medical_compound, form_dependent, not_recommendable or unknown (omitted on plain recommendable supplement rows; see coverage.row_defaults). Rows that are not supplements are context, never a recommendation, and carry no dose or pathway details. Rows carry up to 3 PubMed IDs (pmids; URL template in coverage); optional direction (up/down) filters. graph_status (proven/suspected) is an internal eligibi"
      },
      {
        "name": "get_biomarkers_for_supplement",
        "description": "Biomarkers a supplement moves in the Aviado app's evidence graph, one entry per biomarker (strongest edge), ordered by prior_weight (graph evidence weight 0-1, not a calibrated probability or effect size). Each entry has direction (up/down/bidirectional), goal/subgoal, has_verified_support / mixed_evidence, up to 3 PubMed IDs (pmids; URL template in coverage) with n_studies / rct_count, and dose (mean study dose {value, unit}: evidence context, not a dosing recommendation; see coverage.dose_note); null fields are omitted. Partial and non-exhaustive: a missing biomarker is not evidence of no ef"
      },
      {
        "name": "get_supplement_info",
        "description": "Overview of one supplement: description, typical uses, its top 5 biomarkers (with up to 3 PubMed citations each), goals, mechanism tags and cited safety contraindications. Contraindications include those recorded for what it contains (e.g. turmeric shows curcumin's), labelled with recorded_for; only cited rows are shown, so an empty list is not proof of safety. For all biomarkers use get_biomarkers_for_supplement; for drug interactions use get_supplement_interactions. The supplement may be a name or an Aviado canonical_id (from search_supplements or a candidates list). Check status first: need"
      },
      {
        "name": "get_supplement_interactions",
        "description": "Drug interactions come only from FDA drug labels and supplement-supplement ones only from Aviado's verified pairs; an empty result is not evidence that there is no interaction. Labels are thorough for some supplements and sparse or missing for most; read coverage.drug, and never treat an empty or short list as proof of safety. To check one medication pass drug (generic name; salt forms merged, so 'warfarin' matches 'warfarin sodium'; brand names are not matched). Also returns supplement-supplement interactions from Aviado's verified pairs only (synergies, antagonisms, absorption conflicts, tim"
      },
      {
        "name": "check_interaction",
        "description": "Point check of one pair, about 1-3 KB: a and b are each a supplement (name or canonical_id) or a medication (generic name; salt forms merged, brand names not matched). Supplement + supplement uses Aviado's verified pairs only (components and classes included); supplement + medication uses FDA drug-label rows only; two medications are not covered (no_match). Returns verdict {found, severity, direction, summary, recommendation, recorded_for, evidence_level, sources} and coverage (level none/sparse/moderate/broad). found:false is NOT a safety answer: an empty result is not evidence that there is "
      },
      {
        "name": "get_top_brands",
        "description": "Highest-quality brands for a supplement: one product per brand (its best), ranked by ProofMark, Aviado's product quality score (testing, ingredients, transparency, manufacturing, certifications). proofmark_100 is the 0-100 score (proofmark = proofmark_100/100) with a letter grade; proofmark_status is graded, below_coverage_floor (assessed but too little evidence to score; not a low score) or not_scored, and only graded products carry a score. Retired catalog products are excluded. match_basis says whether products matched the supplement identity or a text search (less precise; may include mult"
      },
      {
        "name": "search_supplements",
        "description": "Find the Aviado id for a supplement name, exactly (no fuzzy matching). Answers with matches[0] = the identity: vocabulary_exact, or user_intent for salt/form names ('magnesium citrate' -> magnesium, with a form note). A name Aviado does not hold may be answered with a naming-model suggestion (match_type naming_slm_suggestion, identity false); confirm it with the user before using its id. Family names ('lithium') and confirm-only names return needs_confirmation with the members or candidates in candidates. Each match carries entity_type, regulatory_status and recommendable. Use mode='supplement"
      },
      {
        "name": "search_conditions",
        "description": "Find the condition id for a health condition, symptom or goal. Answers when the name matches one condition clearly (data.conditions lists it first, with up to 4 related suggestions); a weak or ambiguous name (e.g. 'blood pressure': high vs low) returns needs_confirmation with the suggestions in candidates. Ask the user which one they mean and pass its id as condition to get_supplements_for_condition."
      },
      {
        "name": "get_supplements_for_condition",
        "description": "Supplements associated with a health condition or goal (e.g. 'insomnia', 'anxiety', 'joint pain'), strongest evidence first. evidence_basis direct rows come from studies of the condition; biomarker_proxy rows are inferred from the supplement's effect on the named proxy_biomarkers (each backed by an effect the Aviado app shows), are hypotheses, and are graded at most D. Only recommendable supplements are listed by default (rows carry intervention_type, entity_type, regulatory_status and recommendable only where they differ from coverage.row_defaults; null fields are omitted); include_non_supple"
      },
      {
        "name": "build_starter_stack",
        "description": "Starter stack (default 3, max 5) of recommendable supplements for a goal (e.g. 'insomnia', 'LDL cholesterol'), best-replicated app-visible evidence first; never Rx or research; biomarker-proxy rows are hypotheses. Not offered for cancer or other serious disease (no_match). One item per ingredient family, checked for supplement interactions with each other and with `exclude`, which also takes medications by generic name (checked against FDA labels: major picks dropped, moderate flagged; unlisted medications are NOT checked, so ask, then use get_supplement_interactions with `drug`). Each item: w"
      }
    ],
    "profiled_at": "2026-11-09T12:00:37.750Z"
  },
  "unreachable": false
}