Vi Assistant by Vultax
Vi market evidence, hypothetical price scenarios and published Vultax research.
¿Debería usar esto?
Calidad y seguridad
A
Basado en el análisis automatizado de las definiciones de herramientas y el cumplimiento del protocolo.
Costo de contexto
~2,006Tokens (definiciones de herramientas)
~7.4 KBTamaño de respuesta típico
Impacto moderado en la atención (1.57% del contexto de 128k)
Este es el número aproximado de tokens que se consumen cada vez que las herramientas del servidor se cargan en el contexto de un modelo. Los recuentos más altos reducen la atención disponible para otras tareas.
Instalar
Instalación con un clic
Agrega esto a tu archivo `claude_desktop_config.json`:
{
"mcpServers": {
"vultax-research": {
"url": "https://vultax.com/mcp"
}
}
}Puntos de conexión remotos
https://vultax.com/mcpstreamable-httphttps://vultax.com/vi-mcpstreamable-httpQué puede hacer
Inventario de herramientas
Herramientas (3)
🟢 Solo lectura🟡 Escritura🔴 Eliminación⚪ Desconocido
🟢search_research(query, limit, offset)
Find published Vultax studies by topic or question. Returns citation URLs, summaries and public dates. Use get_research_article for the full study.
Esquema de entrada
{
"type": "object",
"properties": {
"query": {
"default": "",
"type": "string",
"maxLength": 240
},
"limit": {
"default": 5,
"type": "integer",
"minimum": 1,
"maximum": 10
},
"offset": {
"default": 0,
"type": "integer",
"minimum": 0,
"maximum": 10000
}
},
"$schema": "http://json-schema.org/draft-07/schema#"
}Esquema de salida
{
"type": "object",
"properties": {
"query": {
"type": "string"
},
"total": {
"type": "number"
},
"results": {
"type": "array",
"items": {
"type": "object",
"properties": {
"id": {
"type": "string"
},
"title": {
"type": "string"
},
"description": {
"type": "string"
},
"url": {
"type": "string"
},
"markdownUrl": {
"type": "string"
},
"category": {
"type": "string"
},
"publishedAt": {
"type": "string"
},
"modifiedAt": {
"type": "string"
}
},
"required": [
"id",
"title",
"description",
"url",
"markdownUrl",
"category",
"publishedAt",
"modifiedAt"
],
"additionalProperties": false
}
},
"nextOffset": {
"type": [
"number",
"null"
]
}
},
"required": [
"query",
"total",
"results",
"nextOffset"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": false
}🟢get_research_article(slug)
Read a published study by its exact slug from search_research. Includes the full article as Markdown, source citations, published tables, methodology context and limitations. Does not fetch changing live widgets.
Esquema de entrada
{
"type": "object",
"properties": {
"slug": {
"type": "string",
"minLength": 1,
"maxLength": 160,
"pattern": "^[a-z0-9-]+$"
}
},
"required": [
"slug"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}Esquema de salida
{
"type": "object",
"properties": {
"id": {
"type": "string"
},
"title": {
"type": "string"
},
"description": {
"type": "string"
},
"url": {
"type": "string"
},
"markdownUrl": {
"type": "string"
},
"category": {
"type": "string"
},
"publishedAt": {
"type": "string"
},
"modifiedAt": {
"type": "string"
},
"schemaVersion": {
"type": "string"
},
"markdown": {
"type": "string"
},
"summary": {
"type": "string"
},
"keywords": {
"type": "array",
"items": {
"type": "string"
}
},
"author": {
"type": "object",
"properties": {
"id": {
"type": "string"
},
"name": {
"type": "string"
},
"url": {
"type": "string"
}
},
"required": [
"id",
"name",
"url"
],
"additionalProperties": false
},
"publisher": {
"type": "object",
"properties": {
"id": {
"type": "string"
},
"name": {
"type": "string"
},
"url": {
"type": "string"
}
},
"required": [
"id",
"name",
"url"
],
"additionalProperties": false
},
"signals": {
"type": "array",
"items": {
"type": "object",
"properties": {
"label": {
"type": "string"
},
"value": {
"type": "string"
},
"note": {
"type": "string"
}
},
"required": [
"label",
"value"
],
"additionalProperties": false
}
},
"sections": {
"type": "array",
"items": {
"type": "object",
"properties": {
"id": {
"type": "string"
},
"heading": {
"type": "string"
},
"paragraphs": {
"type": "array",
"items": {
"type": "string"
}
},
"bullets": {
"type": "array",
"items": {
"type": "string"
}
},
"code": {
"type": "array",
"items": {
"type": "object",
"properties": {
"label": {
"type": [
"string",
"null"
]
},
"language": {
"type": "string",
"enum": [
"bash",
"python",
"json",
"text"
]
},
"text": {
"type": "string"
},
"caption": {
"type": [
"string",
"null"
]
}
},
"required": [
"label",
"language",
"text",
"caption"
],
"additionalProperties": false
}
}
},
"required": [
"id",
"heading",
"paragraphs",
"bullets",
"code"
],
"additionalProperties": false
}
},
"sources": {
"type": "array",
"items": {
"type": "object",
"properties": {
"label": {
"type": "string"
},
"url": {
"type": "string"
},
"note": {
"type": [
"string",
"null"
]
}
},
"required": [
"label",
"url",
"note"
],
"additionalProperties": false
}
},
"datasets": {
"type": "array",
"items": {
"type": "object",
"properties": {
"id": {
"type": "string"
},
"title": {
"type": "string"
},
"kind": {
"type": "string",
"enum": [
"published-table",
"published-chart"
]
},
"description": {
"type": "string"
},
"articleUrl": {
"type": "string"
},
"sectionUrl": {
"type": "string"
},
"publishedAt": {
"type": "string"
},
"modifiedAt": {
"type": "string"
},
"version": {
"type": "string"
},
"isLive": {
"type": "boolean",
"const": false
},
"columns": {
"type": "array",
"items": {
"type": "object",
"properties": {
"name": {
"type": "string"
},
"unit": {
"type": [
"string",
"null"
]
}
},
"required": [
"name",
"unit"
],
"additionalProperties": false
}
},
"rows": {
"type": "array",
"items": {
"type": "array",
"items": {
"type": [
"string",
"number"
]
}
}
},
"measurementContext": {
"type": [
"string",
"null"
]
},
"measurement": {
"type": "object",
"properties": {
"kind": {
"anyOf": [
{
"type": "string",
"enum": [
"observed",
"illustrative",
"reference"
]
},
{
"type": "null"
}
]
},
"temporalCoverage": {
"type": [
"string",
"null"
]
},
"population": {
"type": [
"string",
"null"
]
},
"methodology": {
"type": [
"string",
"null"
]
}
},
"required": [
"kind",
"temporalCoverage",
"population",
"methodology"
],
"additionalProperties": false
},
"limitations": {
"type": "string"
},
"sources": {
"type": "array",
"items": {
"type": "object",
"properties": {
"label": {
"type": "string"
},
"url": {
"type": "string"
},
"note": {
"type": [
"string",
"null"
]
}
},
"required": [
"label",
"url",
"note"
],
"additionalProperties": false
}
},
"downloads": {
"type": "object",
"properties": {
"json": {
"type": "string"
},
"csv": {
"type": "string"
}
},
"required": [
"json",
"csv"
],
"additionalProperties": false
}
},
"required": [
"id",
"title",
"kind",
"description",
"articleUrl",
"sectionUrl",
"publishedAt",
"modifiedAt",
"version",
"isLive",
"columns",
"rows",
"measurementContext",
"measurement",
"limitations",
"sources",
"downloads"
],
"additionalProperties": false
}
},
"questions": {
"type": "array",
"items": {
"type": "object",
"properties": {
"question": {
"type": "string"
},
"answer": {
"type": "string"
}
},
"required": [
"question",
"answer"
],
"additionalProperties": false
}
},
"revisions": {
"type": "array",
"items": {
"type": "object",
"properties": {
"date": {
"type": "string"
},
"text": {
"type": "string"
}
},
"required": [
"date",
"text"
],
"additionalProperties": false
}
},
"limitations": {
"type": "string"
},
"liveContextUrl": {
"type": [
"string",
"null"
]
}
},
"required": [
"id",
"title",
"description",
"url",
"markdownUrl",
"category",
"publishedAt",
"modifiedAt",
"schemaVersion",
"markdown",
"summary",
"keywords",
"author",
"publisher",
"signals",
"sections",
"sources",
"datasets",
"questions",
"revisions",
"limitations",
"liveContextUrl"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": false
}🟢get_research_dataset(slug, dataset)
Retrieve a published table or chart by article slug and optional dataset ID returned by get_research_article. Without a dataset ID, returns all datasets in the article. Values include units, source context, data version and CSV/JSON links; these are study snapshots and calculations.
Esquema de entrada
{
"type": "object",
"properties": {
"slug": {
"type": "string",
"minLength": 1,
"maxLength": 160,
"pattern": "^[a-z0-9-]+$"
},
"dataset": {
"type": "string",
"maxLength": 200,
"pattern": "^[a-z0-9-]+$"
}
},
"required": [
"slug"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}Esquema de salida
{
"type": "object",
"properties": {
"articleUrl": {
"type": "string"
},
"datasets": {
"type": "array",
"items": {
"type": "object",
"properties": {
"id": {
"type": "string"
},
"title": {
"type": "string"
},
"kind": {
"type": "string",
"enum": [
"published-table",
"published-chart"
]
},
"description": {
"type": "string"
},
"articleUrl": {
"type": "string"
},
"sectionUrl": {
"type": "string"
},
"publishedAt": {
"type": "string"
},
"modifiedAt": {
"type": "string"
},
"version": {
"type": "string"
},
"isLive": {
"type": "boolean",
"const": false
},
"columns": {
"type": "array",
"items": {
"type": "object",
"properties": {
"name": {
"type": "string"
},
"unit": {
"type": [
"string",
"null"
]
}
},
"required": [
"name",
"unit"
],
"additionalProperties": false
}
},
"rows": {
"type": "array",
"items": {
"type": "array",
"items": {
"type": [
"string",
"number"
]
}
}
},
"measurementContext": {
"type": [
"string",
"null"
]
},
"measurement": {
"type": "object",
"properties": {
"kind": {
"anyOf": [
{
"type": "string",
"enum": [
"observed",
"illustrative",
"reference"
]
},
{
"type": "null"
}
]
},
"temporalCoverage": {
"type": [
"string",
"null"
]
},
"population": {
"type": [
"string",
"null"
]
},
"methodology": {
"type": [
"string",
"null"
]
}
},
"required": [
"kind",
"temporalCoverage",
"population",
"methodology"
],
"additionalProperties": false
},
"limitations": {
"type": "string"
},
"sources": {
"type": "array",
"items": {
"type": "object",
"properties": {
"label": {
"type": "string"
},
"url": {
"type": "string"
},
"note": {
"type": [
"string",
"null"
]
}
},
"required": [
"label",
"url",
"note"
],
"additionalProperties": false
}
},
"downloads": {
"type": "object",
"properties": {
"json": {
"type": "string"
},
"csv": {
"type": "string"
}
},
"required": [
"json",
"csv"
],
"additionalProperties": false
}
},
"required": [
"id",
"title",
"kind",
"description",
"articleUrl",
"sectionUrl",
"publishedAt",
"modifiedAt",
"version",
"isLive",
"columns",
"rows",
"measurementContext",
"measurement",
"limitations",
"sources",
"downloads"
],
"additionalProperties": false
}
}
},
"required": [
"articleUrl",
"datasets"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": false
}Comunidad
Evidencia
Observaciones recientes
verificadoversión no registrada3 herramientas
verificadoversión no registrada5 herramientas
verificadoversión no registrada3 herramientas
verificadoversión no registrada5 herramientas
verificadoversión no registrada3 herramientas
verificadoversión no registrada5 herramientas