Servidor MCP
Healthy Aging Atlas
io.github.RustamIsmail/healthy-aging-atlas
Qué hace este MCP
Searches and compares published evidence for supplements, returns claim-level citations and evidence summaries, and also exposes related product and price data.
Capacidades
Herramientas
10
herramientas
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.
Solo lectura
Idempotente
Esquema de entrada
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['supplements', 'goal'], 'properties': {'goal': {'type': 'string', 'minLength': 1}, 'supplements': {'type': 'array', 'items': {'type': 'string', 'minLength': 1}, 'maxItems': 5, 'minItems': 2}}}
Esquema de salida
{'type': 'object', '$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.
Solo lectura
Idempotente
Esquema de entrada
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['supplement_a', 'supplement_b'], 'properties': {'supplement_a': {'type': 'string', 'minLength': 1}, 'supplement_b': {'type': 'string', 'minLength': 1}}}
get_citations
Get Claim-Level Citations
Return only PubMed-cache-verified citations that pass the repository source-accuracy audit for a published supplement-goal record. Mismatched, conflicting, or unverifiable citations are counted and withheld. Stored claim prose is never emitted without claim-level verification. Contains no affiliate links. Use only for public, non-personal evidence questions. Do not call this tool for requests involving personal or sensitive health information, including medical records, medication lists, diagnoses, symptoms, laboratory results, or treatment planning. Tell the user not to submit that information and direct them to a qualified healthcare professional.
Solo lectura
Idempotente
Esquema de entrada
{'type': 'object', '$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}}}
Esquema de salida
{'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.
Solo lectura
Idempotente
Esquema de entrada
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['supplement', 'goal'], 'properties': {'goal': {'type': 'string', 'minLength': 1}, 'supplement': {'type': 'string', 'minLength': 1}}}
Esquema de salida
{'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.
Solo lectura
Idempotente
Esquema de entrada
{'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.
Solo lectura
Idempotente
Esquema de entrada
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['product_id'], 'properties': {'product_id': {'type': 'string', 'minLength': 1}}}
query_evidence_map
Query Evidence Density Dataset
Query the DOI-backed HAA Supplement Evidence Density Map 2026. Returns dataset version, denominator, methods, canonical citation, and filtered rows from the published CSV. Contains no affiliate links. Use only for public, non-personal evidence questions. Do not call this tool for requests involving personal or sensitive health information, including medical records, medication lists, diagnoses, symptoms, laboratory results, or treatment planning. Tell the user not to submit that information and direct them to a qualified healthcare professional.
Solo lectura
Idempotente
Esquema de entrada
{'type': 'object', '$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}}}
Esquema de salida
{'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.
Solo lectura
Idempotente
Esquema de entrada
{'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.
Solo lectura
Idempotente
Esquema de entrada
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'goal': {'type': 'string', 'minLength': 1, 'description': 'Health-goal name or slug, such as sleep or heart-health.'}, 'limit': {'type': 'integer', 'default': 10, 'maximum': 25, 'minimum': 1}, 'year_to': {'type': 'integer', 'maximum': 2100, 'minimum': 1900}, 'year_from': {'type': 'integer', 'maximum': 2100, 'minimum': 1900}, 'population': {'type': 'string', 'minLength': 1, 'description': 'Population text filter, such as older adults or menopause.'}, 'study_type': {'enum': ['randomized_controlled_trial', 'clinical_trial', 'systematic_review', 'meta_analysis', 'observational_study', 'review', 'unspecified'], 'type': 'string'}, 'supplement': {'type': 'string', 'minLength': 1, 'description': 'Supplement name or slug, such as magnesium or ashwagandha.'}}}
Esquema de salida
{'type': 'object', '$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.
Solo lectura
Idempotente
Esquema de entrada
{'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'}}}
Historial
Cambios recientes en herramientas
Añadido
recommend_for_goal
17 de September de 2026 a las 12:49
Añadido
get_price_history
17 de September de 2026 a las 12:49
Añadido
compare_supplements
17 de September de 2026 a las 12:49
Añadido
get_product
17 de September de 2026 a las 12:49
Añadido
search_supplements
17 de September de 2026 a las 12:49
Añadido
compare_evidence
17 de September de 2026 a las 12:49
Añadido
query_evidence_map
17 de September de 2026 a las 12:49
Añadido
get_citations
17 de September de 2026 a las 12:49
Añadido
get_evidence_summary
17 de September de 2026 a las 12:49
Añadido
search_evidence
17 de September de 2026 a las 12:49
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