Vi Assistant by Vultax
Vi market evidence, hypothetical price scenarios and published Vultax research.
使うべきか
品質と安全性
A
ツール定義とプロトコルへの準拠に関する自動分析に基づいています。
コンテキストコスト
~2,006トークン数（ツール定義）
~7.4 KB一般的なレスポンスサイズ
注意への影響は中程度（128k コンテキストの 1.57%）
これは、サーバーのツールがモデルのコンテキストに読み込まれるたびに消費されるおおよそのトークン数です。数が多いほど、ほかのタスクに使える注意が減ります。
インストール
ワンクリックインストール
これを `claude_desktop_config.json` ファイルに追加してください:
{
"mcpServers": {
"vultax-research": {
"url": "https://vultax.com/mcp"
}
}
}リモートエンドポイント
https://vultax.com/mcpstreamable-httphttps://vultax.com/vi-mcpstreamable-httpできること
ツール一覧
ツール（3）
🟢 読み取り専用🟡 書き込み🔴 削除⚪ 不明
🟢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.
入力スキーマ
{
"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
}
},
"$schema": "http://json-schema.org/draft-07/schema#"
}出力スキーマ
{
"type": "object",
"properties": {
"query": {
"type": "string"
},
"total": {
"type": "number"
},
"results": {
"type": "array",
"items": {
"type": "object",
"properties": {
"id": {
"type": "string"
},
"title": {
"type": "string"
},
"description": {
"type": "string"
},
"url": {
"type": "string"
},
"markdownUrl": {
"type": "string"
},
"category": {
"type": "string"
},
"publishedAt": {
"type": "string"
},
"modifiedAt": {
"type": "string"
}
},
"required": [
"id",
"title",
"description",
"url",
"markdownUrl",
"category",
"publishedAt",
"modifiedAt"
],
"additionalProperties": false
}
},
"nextOffset": {
"type": [
"number",
"null"
]
}
},
"required": [
"query",
"total",
"results",
"nextOffset"
],
"$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.
入力スキーマ
{
"type": "object",
"properties": {
"slug": {
"type": "string",
"minLength": 1,
"maxLength": 160,
"pattern": "^[a-z0-9-]+$"
}
},
"required": [
"slug"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}出力スキーマ
{
"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"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": false
}🟢get_research_dataset(slug, dataset)
Retrieve a published table or chart by article slug and optional dataset ID returned by get_research_article. Without a dataset ID, returns all datasets in the article. Values include units, source context, data version and CSV/JSON links; these are study snapshots and calculations.
入力スキーマ
{
"type": "object",
"properties": {
"slug": {
"type": "string",
"minLength": 1,
"maxLength": 160,
"pattern": "^[a-z0-9-]+$"
},
"dataset": {
"type": "string",
"maxLength": 200,
"pattern": "^[a-z0-9-]+$"
}
},
"required": [
"slug"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}出力スキーマ
{
"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
}コミュニティ
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検証済みバージョンは記録されていませんツール 3 件
検証済みバージョンは記録されていませんツール 5 件
検証済みバージョンは記録されていませんツール 3 件
検証済みバージョンは記録されていませんツール 5 件
検証済みバージョンは記録されていませんツール 3 件
検証済みバージョンは記録されていませんツール 5 件