Serveur MCP
Healthy Aging Atlas
io.github.RustamIsmail/healthy-aging-atlas
Ce que fait ce MCP
Searches and compares published evidence for supplements, returns claim-level citations and evidence summaries, and also exposes related product and price data.
Capacités
Outils
10
outils
compare_evidence
Compare Supplement Evidence
Compare mapped human-evidence strength and limitations for two to five supplements for the same goal. This is an evidence comparison, not a product ranking or purchase recommendation, and contains no affiliate links. Use only for public, non-personal evidence questions. Do not call this tool for requests involving personal or sensitive health information, including medical records, medication lists, diagnoses, symptoms, laboratory results, or treatment planning. Tell the user not to submit that information and direct them to a qualified healthcare professional.
Lecture seule
Idempotent
Schéma d’entrée
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['supplements', 'goal'], 'properties': {'goal': {'type': 'string', 'minLength': 1}, 'supplements': {'type': 'array', 'items': {'type': 'string', 'minLength': 1}, 'maxItems': 5, 'minItems': 2}}}
Schéma de sortie
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['goal', 'comparands', 'strongest_to_weakest', 'source_urls', 'comparison_note'], 'properties': {'goal': {'type': 'string'}, 'comparands': {'type': 'array', 'items': {'type': 'object', 'required': ['requested_supplement', 'found', 'summary'], 'properties': {'found': {'type': 'boolean'}, 'summary': {'anyOf': [{'type': 'object', 'required': ['supplement', 'supplement_slug', 'goal', 'goal_slug', 'population', 'claim', 'evidence_grade', 'trial_count', 'systematic_review_count', 'limitations', 'last_review_date', 'reviewed_by', 'source_url'], 'properties': {'goal': {'type': 'string'}, 'claim': {'type': 'string'}, 'goal_slug': {'type': 'string'}, 'population': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'source_url': {'type': 'string', 'format': 'uri'}, 'supplement': {'type': 'string'}, 'limitations': {'type': 'array', 'items': {'type': 'string'}}, 'reviewed_by': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'trial_count': {'anyOf': [{'type': 'integer', 'maximum': 9007199254740991, 'minimum': -9007199254740991}, {'type': 'null'}]}, 'evidence_grade': {'enum': ['strong', 'moderate', 'limited', 'absent', 'unclear'], 'type': 'string'}, 'supplement_slug': {'type': 'string'}, 'last_review_date': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'systematic_review_count': {'anyOf': [{'type': 'integer', 'maximum': 9007199254740991, 'minimum': -9007199254740991}, {'type': 'null'}]}}, 'additionalProperties': False}, {'type': 'null'}]}, 'requested_supplement': {'type': 'string'}}, 'additionalProperties': False}}, 'source_urls': {'type': 'array', 'items': {'type': 'string', 'format': 'uri'}}, 'comparison_note': {'type': 'string'}, 'strongest_to_weakest': {'type': 'array', 'items': {'type': 'string'}}}, 'additionalProperties': False}
compare_supplements
Compare Products (Commerce)
Legacy comparison tool that may include catalog and affiliate data. Use compare_evidence for a commerce-free evidence comparison.
Lecture seule
Idempotent
Schéma d’entrée
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['supplement_a', 'supplement_b'], 'properties': {'supplement_a': {'type': 'string', 'minLength': 1}, 'supplement_b': {'type': 'string', 'minLength': 1}}}
get_citations
Get Claim-Level Citations
Return only PubMed-cache-verified citations that pass the repository source-accuracy audit for a published supplement-goal record. Mismatched, conflicting, or unverifiable citations are counted and withheld. Stored claim prose is never emitted without claim-level verification. Contains no affiliate links. Use only for public, non-personal evidence questions. Do not call this tool for requests involving personal or sensitive health information, including medical records, medication lists, diagnoses, symptoms, laboratory results, or treatment planning. Tell the user not to submit that information and direct them to a qualified healthcare professional.
Lecture seule
Idempotent
Schéma d’entrée
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['supplement', 'goal'], 'properties': {'goal': {'type': 'string', 'minLength': 1}, 'limit': {'type': 'integer', 'default': 25, 'maximum': 50, 'minimum': 1}, 'year_to': {'type': 'integer', 'maximum': 2100, 'minimum': 1900}, 'year_from': {'type': 'integer', 'maximum': 2100, 'minimum': 1900}, 'study_type': {'enum': ['randomized_controlled_trial', 'clinical_trial', 'systematic_review', 'meta_analysis', 'observational_study', 'review', 'unspecified'], 'type': 'string'}, 'supplement': {'type': 'string', 'minLength': 1}}}
Schéma de sortie
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['supplement', 'supplement_slug', 'goal', 'goal_slug', 'count', 'citations', 'withheld_count', 'withheld_citations', 'source_url', 'provenance_note'], 'properties': {'goal': {'type': 'string'}, 'count': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': -9007199254740991}, 'citations': {'type': 'array', 'items': {'type': 'object', 'required': ['citation_id', 'pmid', 'doi', 'title', 'citation_text', 'authors', 'year', 'journal', 'study_type', 'study_type_basis', 'population', 'claim_supported', 'claim_status', 'source_url', 'source_status', 'haa_source_url'], 'properties': {'doi': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'pmid': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'year': {'anyOf': [{'type': 'integer', 'maximum': 9007199254740991, 'minimum': -9007199254740991}, {'type': 'null'}]}, 'title': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'authors': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'journal': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'population': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'source_url': {'anyOf': [{'type': 'string', 'format': 'uri'}, {'type': 'null'}]}, 'study_type': {'enum': ['randomized_controlled_trial', 'clinical_trial', 'systematic_review', 'meta_analysis', 'observational_study', 'review', 'unspecified'], 'type': 'string'}, 'citation_id': {'type': 'string'}, 'claim_status': {'type': 'string', 'const': 'withheld_not_claim_verified'}, 'citation_text': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'source_status': {'type': 'string', 'const': 'verified_pubmed'}, 'haa_source_url': {'type': 'string', 'format': 'uri'}, 'claim_supported': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'study_type_basis': {'enum': ['pubmed_publication_type', 'unspecified'], 'type': 'string'}}, 'additionalProperties': False}}, 'goal_slug': {'type': 'string'}, 'source_url': {'type': 'string', 'format': 'uri'}, 'supplement': {'type': 'string'}, 'withheld_count': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': -9007199254740991}, 'provenance_note': {'type': 'string'}, 'supplement_slug': {'type': 'string'}, 'withheld_citations': {'type': 'object', 'required': ['metadata_mismatch', 'source_inconsistent', 'unverified_identifier'], 'properties': {'metadata_mismatch': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': -9007199254740991}, 'source_inconsistent': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': -9007199254740991}, 'unverified_identifier': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': -9007199254740991}}, 'additionalProperties': False}}, 'additionalProperties': False}
get_evidence_summary
Get Evidence Summary
Return one source-accurate, citable HAA summary for a supplement-goal pair, including evidence boundary, limitations, safety flags, reviewer metadata, and a clean canonical source. Contains no affiliate links. Use only for public, non-personal evidence questions. Do not call this tool for requests involving personal or sensitive health information, including medical records, medication lists, diagnoses, symptoms, laboratory results, or treatment planning. Tell the user not to submit that information and direct them to a qualified healthcare professional.
Lecture seule
Idempotent
Schéma d’entrée
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['supplement', 'goal'], 'properties': {'goal': {'type': 'string', 'minLength': 1}, 'supplement': {'type': 'string', 'minLength': 1}}}
Schéma de sortie
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['supplement', 'supplement_slug', 'goal', 'goal_slug', 'population', 'claim', 'evidence_grade', 'trial_count', 'systematic_review_count', 'limitations', 'last_review_date', 'reviewed_by', 'source_url', 'safety_flags', 'safety_boundary', 'citation_count', 'withheld_citation_count', 'withheld_citations'], 'properties': {'goal': {'type': 'string'}, 'claim': {'type': 'string'}, 'goal_slug': {'type': 'string'}, 'population': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'source_url': {'type': 'string', 'format': 'uri'}, 'supplement': {'type': 'string'}, 'limitations': {'type': 'array', 'items': {'type': 'string'}}, 'reviewed_by': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'trial_count': {'anyOf': [{'type': 'integer', 'maximum': 9007199254740991, 'minimum': -9007199254740991}, {'type': 'null'}]}, 'safety_flags': {'type': 'array', 'items': {'type': 'string'}}, 'citation_count': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': -9007199254740991}, 'evidence_grade': {'enum': ['strong', 'moderate', 'limited', 'absent', 'unclear'], 'type': 'string'}, 'safety_boundary': {'type': 'string'}, 'supplement_slug': {'type': 'string'}, 'last_review_date': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'withheld_citations': {'type': 'object', 'required': ['metadata_mismatch', 'source_inconsistent', 'unverified_identifier'], 'properties': {'metadata_mismatch': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': -9007199254740991}, 'source_inconsistent': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': -9007199254740991}, 'unverified_identifier': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': -9007199254740991}}, 'additionalProperties': False}, 'systematic_review_count': {'anyOf': [{'type': 'integer', 'maximum': 9007199254740991, 'minimum': -9007199254740991}, {'type': 'null'}]}, 'withheld_citation_count': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': -9007199254740991}}, 'additionalProperties': False}
get_price_history
Get Price History (Commerce)
Legacy commerce tool. Retrieve retailer price observations and freshness; contains no clinical efficacy conclusion.
Lecture seule
Idempotent
Schéma d’entrée
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['product_id'], 'properties': {'product_id': {'type': 'string', 'minLength': 1}}}
get_product
Get Product (Commerce)
Legacy commerce tool. Retrieve product-quality, certification, price, availability, and affiliate purchase data. Use get_evidence_summary for clinical evidence.
Lecture seule
Idempotent
Schéma d’entrée
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['product_id'], 'properties': {'product_id': {'type': 'string', 'minLength': 1}}}
query_evidence_map
Query Evidence Density Dataset
Query the DOI-backed HAA Supplement Evidence Density Map 2026. Returns dataset version, denominator, methods, canonical citation, and filtered rows from the published CSV. Contains no affiliate links. Use only for public, non-personal evidence questions. Do not call this tool for requests involving personal or sensitive health information, including medical records, medication lists, diagnoses, symptoms, laboratory results, or treatment planning. Tell the user not to submit that information and direct them to a qualified healthcare professional.
Lecture seule
Idempotent
Schéma d’entrée
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'goal': {'type': 'string', 'minLength': 1}, 'limit': {'type': 'integer', 'default': 25, 'maximum': 100, 'minimum': 1}, 'cluster': {'type': 'string', 'minLength': 1}, 'supplement': {'type': 'string', 'minLength': 1}, 'evidence_strength': {'enum': ['strong', 'moderate', 'limited', 'absent', 'unclear'], 'type': 'string'}, 'minimum_rct_count': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}}}
Schéma de sortie
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['dataset', 'count', 'rows', 'interpretation_note'], 'properties': {'rows': {'type': 'array', 'items': {'type': 'object', 'required': ['rank', 'supplement_slug', 'supplement_name', 'goal_slug', 'goal', 'cluster', 'rct_count', 'meta_analysis_count', 'total_pubmed_hits', 'evidence_strength', 'ymyl_hazard_level', 'top_pmids', 'source_url'], 'properties': {'goal': {'type': 'string'}, 'rank': {'anyOf': [{'type': 'integer', 'maximum': 9007199254740991, 'minimum': -9007199254740991}, {'type': 'null'}]}, 'cluster': {'type': 'string'}, 'goal_slug': {'type': 'string'}, 'rct_count': {'anyOf': [{'type': 'integer', 'maximum': 9007199254740991, 'minimum': -9007199254740991}, {'type': 'null'}]}, 'top_pmids': {'type': 'array', 'items': {'type': 'string'}}, 'source_url': {'anyOf': [{'type': 'string', 'format': 'uri'}, {'type': 'null'}]}, 'supplement_name': {'type': 'string'}, 'supplement_slug': {'type': 'string'}, 'evidence_strength': {'type': 'string'}, 'total_pubmed_hits': {'anyOf': [{'type': 'integer', 'maximum': 9007199254740991, 'minimum': -9007199254740991}, {'type': 'null'}]}, 'ymyl_hazard_level': {'type': 'string'}, 'meta_analysis_count': {'anyOf': [{'type': 'integer', 'maximum': 9007199254740991, 'minimum': -9007199254740991}, {'type': 'null'}]}}, 'additionalProperties': False}}, 'count': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': -9007199254740991}, 'dataset': {'type': 'object', 'required': ['name', 'version', 'doi', 'canonical_citation', 'denominator', 'dataset_url', 'report_url', 'methods_url', 'license_url', 'last_updated'], 'properties': {'doi': {'type': 'string'}, 'name': {'type': 'string'}, 'version': {'type': 'string'}, 'report_url': {'type': 'string', 'format': 'uri'}, 'dataset_url': {'type': 'string', 'format': 'uri'}, 'denominator': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': -9007199254740991}, 'license_url': {'type': 'string', 'format': 'uri'}, 'methods_url': {'type': 'string', 'format': 'uri'}, 'last_updated': {'type': 'string'}, 'canonical_citation': {'type': 'string'}}, 'additionalProperties': False}, 'interpretation_note': {'type': 'string'}}, 'additionalProperties': False}
recommend_for_goal
Recommend Products for Goal (Commerce)
Legacy commerce tool. Returns catalog/product rankings and may contain affiliate URLs. Rankings are not clinical-evidence grades or personalized advice.
Lecture seule
Idempotent
Schéma d’entrée
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['goal'], 'properties': {'goal': {'type': 'string', 'minLength': 1}, 'limit': {'type': 'integer', 'default': 3, 'maximum': 10, 'minimum': 1}, 'budget_usd': {'type': 'number', 'exclusiveMinimum': 0}, 'demographic': {'enum': ['general', 'glp1_support', 'menopause'], 'type': 'string', 'default': 'general'}}}
search_evidence
Search Supplement Evidence
Search published HAA supplement-goal evidence records. Returns evidence grades, mapped study counts, limitations, review dates, and clean canonical HAA sources. Contains no affiliate links or purchase recommendations. Use only for public, non-personal evidence questions. Do not call this tool for requests involving personal or sensitive health information, including medical records, medication lists, diagnoses, symptoms, laboratory results, or treatment planning. Tell the user not to submit that information and direct them to a qualified healthcare professional.
Lecture seule
Idempotent
Schéma d’entrée
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'goal': {'type': 'string', 'minLength': 1, 'description': 'Health-goal name or slug, such as sleep or heart-health.'}, 'limit': {'type': 'integer', 'default': 10, 'maximum': 25, 'minimum': 1}, 'year_to': {'type': 'integer', 'maximum': 2100, 'minimum': 1900}, 'year_from': {'type': 'integer', 'maximum': 2100, 'minimum': 1900}, 'population': {'type': 'string', 'minLength': 1, 'description': 'Population text filter, such as older adults or menopause.'}, 'study_type': {'enum': ['randomized_controlled_trial', 'clinical_trial', 'systematic_review', 'meta_analysis', 'observational_study', 'review', 'unspecified'], 'type': 'string'}, 'supplement': {'type': 'string', 'minLength': 1, 'description': 'Supplement name or slug, such as magnesium or ashwagandha.'}}}
Schéma de sortie
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['query', 'count', 'results', 'scope_note'], 'properties': {'count': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': -9007199254740991}, 'query': {'type': 'object', 'required': ['supplement', 'goal', 'population', 'study_type', 'year_from', 'year_to'], 'properties': {'goal': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'year_to': {'anyOf': [{'type': 'integer', 'maximum': 9007199254740991, 'minimum': -9007199254740991}, {'type': 'null'}]}, 'year_from': {'anyOf': [{'type': 'integer', 'maximum': 9007199254740991, 'minimum': -9007199254740991}, {'type': 'null'}]}, 'population': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'study_type': {'anyOf': [{'enum': ['randomized_controlled_trial', 'clinical_trial', 'systematic_review', 'meta_analysis', 'observational_study', 'review', 'unspecified'], 'type': 'string'}, {'type': 'null'}]}, 'supplement': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}}, 'additionalProperties': False}, 'results': {'type': 'array', 'items': {'type': 'object', 'required': ['supplement', 'supplement_slug', 'goal', 'goal_slug', 'population', 'claim', 'evidence_grade', 'trial_count', 'systematic_review_count', 'limitations', 'last_review_date', 'reviewed_by', 'source_url'], 'properties': {'goal': {'type': 'string'}, 'claim': {'type': 'string'}, 'goal_slug': {'type': 'string'}, 'population': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'source_url': {'type': 'string', 'format': 'uri'}, 'supplement': {'type': 'string'}, 'limitations': {'type': 'array', 'items': {'type': 'string'}}, 'reviewed_by': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'trial_count': {'anyOf': [{'type': 'integer', 'maximum': 9007199254740991, 'minimum': -9007199254740991}, {'type': 'null'}]}, 'evidence_grade': {'enum': ['strong', 'moderate', 'limited', 'absent', 'unclear'], 'type': 'string'}, 'supplement_slug': {'type': 'string'}, 'last_review_date': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'systematic_review_count': {'anyOf': [{'type': 'integer', 'maximum': 9007199254740991, 'minimum': -9007199254740991}, {'type': 'null'}]}}, 'additionalProperties': False}}, 'scope_note': {'type': 'string'}}, 'additionalProperties': False}
search_supplements
Search Products (Commerce)
Legacy commerce tool. Search catalog products by name, ingredient, or brand. Results may contain affiliate URLs; use search_evidence for commerce-free clinical evidence.
Lecture seule
Idempotent
Schéma d’entrée
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['query'], 'properties': {'goal': {'type': 'string', 'minLength': 1}, 'limit': {'type': 'integer', 'default': 5, 'maximum': 20, 'minimum': 1}, 'query': {'type': 'string', 'minLength': 1}, 'demographic': {'enum': ['general', 'glp1_support', 'menopause'], 'type': 'string', 'default': 'general'}}}
Historique
Modifications récentes des outils
Ajouté
recommend_for_goal
17 September 2026 12:49
Ajouté
get_price_history
17 September 2026 12:49
Ajouté
compare_supplements
17 September 2026 12:49
Ajouté
get_product
17 September 2026 12:49
Ajouté
search_supplements
17 September 2026 12:49
Ajouté
compare_evidence
17 September 2026 12:49
Ajouté
query_evidence_map
17 September 2026 12:49
Ajouté
get_citations
17 September 2026 12:49
Ajouté
get_evidence_summary
17 September 2026 12:49
Ajouté
search_evidence
17 September 2026 12:49
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