AiProfile
Answers about local businesses, with sources, many confirmed by the owner.
使うべきか
品質と安全性
検出事項（3）
- HIGHTool poisoning patterns detected
- MEDIUMTool 'discover_businesses' description contains placeholder textdiscover_businesses 内
- INFOTool description contains placeholder or incomplete textdiscover_businesses 内
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
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": {
"answers": {
"url": "https://www.aiprofile.com/api/mcp"
}
}
}リモートエンドポイント
https://www.aiprofile.com/api/mcpstreamable-httpできること
ツール一覧
ツール（4）
🟢search_business(query, language, limit)
Find a business BY NAME (plus optionally city/country). Returns matching businesses with a stable id to use with get_profile and ask_business. Example query: 'brasserie van dam amsterdam'. NOTE: this matches business names only. To browse by category ('italian restaurants in amsterdam') use discover_businesses instead.
入力スキーマ
{
"type": "object",
"properties": {
"query": {
"type": "string",
"minLength": 3,
"maxLength": 80,
"description": "Business name, optionally with city or country."
},
"language": {
"type": "string",
"minLength": 2,
"maxLength": 5,
"description": "Preferred profile language (ISO 639-1, e.g. 'en' or 'nl')."
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 20
}
},
"required": [
"query"
],
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢discover_businesses(category, city, country, language, min_quality, ...)
Browse businesses by CATEGORY and place. Use when the caller does NOT know a specific business name, e.g. category 'italian restaurant' + city 'amsterdam' + country 'netherlands'. Full profiles (with approved Q&As) rank above basics-only placeholder entries; results carry the same stable id for get_profile and ask_business. Neighborhood and geo filtering are not supported yet.
入力スキーマ
{
"type": "object",
"properties": {
"category": {
"type": "string",
"minLength": 3,
"maxLength": 80,
"description": "Business category, cuisine or kind, e.g. 'italian restaurant', 'coffee roastery', 'hotel'."
},
"city": {
"type": "string",
"minLength": 2,
"maxLength": 60,
"description": "City, name or slug: 'Amsterdam', 'New York' and 'new-york' all work."
},
"country": {
"type": "string",
"minLength": 2,
"maxLength": 60,
"description": "Country, name, ISO code or slug: 'Netherlands', 'nl', 'USA' all work."
},
"language": {
"type": "string",
"minLength": 2,
"maxLength": 5,
"description": "Preferred profile language (ISO 639-1)."
},
"min_quality": {
"type": "string",
"enum": [
"any",
"non_placeholder",
"claimed"
],
"description": "Filter by profile quality. Default 'any' (placeholders included, ranked last)."
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 20
}
},
"required": [
"category",
"city",
"country"
],
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢get_profile(business_id, language)
Read the full profile of one business: every question and answer with sources and approval status ('owner-approved' answers were confirmed by the verified business owner). Use the business id from search_business.
入力スキーマ
{
"type": "object",
"properties": {
"business_id": {
"type": "string",
"minLength": 1,
"maxLength": 64,
"description": "Stable business id from search_business."
},
"language": {
"type": "string",
"minLength": 2,
"maxLength": 5,
"description": "Preferred profile language (ISO 639-1)."
}
},
"required": [
"business_id"
],
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢ask_business(business_id, question, language)
Ask a free-text question about one business. Returns the best-matching approved Q&As verbatim, each with sources and approval status, plus a coverage field: 'full' (the whole question was covered), 'partial' (only part of a multi-intent question matched; check what is missing), or 'none' (nothing matched; available_questions lists what this profile can answer). Use the business id from search_business.
入力スキーマ
{
"type": "object",
"properties": {
"business_id": {
"type": "string",
"minLength": 1,
"maxLength": 64,
"description": "Stable business id from search_business."
},
"question": {
"type": "string",
"minLength": 3,
"maxLength": 300,
"description": "The question, in any language."
},
"language": {
"type": "string",
"minLength": 2,
"maxLength": 5,
"description": "Preferred profile language (ISO 639-1)."
}
},
"required": [
"business_id",
"question"
],
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}コミュニティ
エビデンス