education-data
Bilingual (EN+ZH) education data: 299 universities, 234 intl schools, degree-ROI, sourced answers.
使うべきか
品質と安全性
検出事項（3）
- LOWTool 'get_university_profile' description lacks action verbget_university_profile 内
- LOWTool 'compare_universities' description lacks action verbcompare_universities 内
- LOWTool 'fetch' suggests web access but openWorldHint=falsefetch 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": {
"education-data": {
"url": "https://brightkey.co/api/mcp"
}
}
}リモートエンドポイント
https://brightkey.co/api/mcpstreamable-httpできること
ツール一覧
ツール（8）
🟢list_universities(country, acceptsIB, minTier, limit)
List BrightKey-profiled universities with optional filters. Returns slug, name, country, city, 6-dimension S/A/B/C/D tiers, and verdict.
入力スキーマ
{
"type": "object",
"properties": {
"country": {
"type": "string"
},
"acceptsIB": {
"type": "boolean"
},
"minTier": {
"type": "string",
"enum": [
"S",
"A",
"B",
"C",
"D"
]
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 100
}
},
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢get_university_profile(slug, lang)
Full BrightKey profile for one university by slug: tier ratings + why, verdict, strengths/weaknesses, cost estimate, admissions tips. Bilingual.
入力スキーマ
{
"type": "object",
"properties": {
"slug": {
"type": "string",
"description": "e.g. harvard-university, eth-zurich"
},
"lang": {
"description": "Response language; defaults to en.",
"type": "string",
"enum": [
"en",
"zh"
]
}
},
"required": [
"slug"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢compare_universities(a, b, lang)
Compare 2 universities on BrightKey's 6 dimensions. Returns per-dimension tier deltas + a sourced tier-delta paragraph (tiers, not a single rank).
入力スキーマ
{
"type": "object",
"properties": {
"a": {
"type": "string"
},
"b": {
"type": "string"
},
"lang": {
"description": "Response language; defaults to en.",
"type": "string",
"enum": [
"en",
"zh"
]
}
},
"required": [
"a",
"b"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢degree_roi(country, lang)
5-year-after-graduation net ROI + break-even year for a degree. Pass a preset country slug (e.g. germany, uk-oxbridge, us-private) or 'all' for the ranked list.
入力スキーマ
{
"type": "object",
"properties": {
"country": {
"type": "string",
"description": "ROI destination slug, or 'all'"
},
"lang": {
"description": "Response language; defaults to en.",
"type": "string",
"enum": [
"en",
"zh"
]
}
},
"required": [
"country"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢match_schools(city, curriculum, limit)
List BrightKey-profiled international schools, filtered by city and/or curriculum (e.g. IB, A-Levels, AP). Returns name, curricula, fees, inspection rating, tiers.
入力スキーマ
{
"type": "object",
"properties": {
"city": {
"description": "e.g. singapore, tokyo, dubai",
"type": "string"
},
"curriculum": {
"type": "string"
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 50
}
},
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢answer_education_question(query, lang)
Search BrightKey's cited answers to common international-education questions (curriculum, schools, universities, visas, process). Returns the best-match sourced answer.
入力スキーマ
{
"type": "object",
"properties": {
"query": {
"type": "string"
},
"lang": {
"description": "Response language; defaults to en.",
"type": "string",
"enum": [
"en",
"zh"
]
}
},
"required": [
"query"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢search(query)
Search across universities, schools, and answers. Returns {id, title, url} results; pass an id to fetch().
入力スキーマ
{
"type": "object",
"properties": {
"query": {
"type": "string"
}
},
"required": [
"query"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢fetch(id, lang)
Fetch full content for an id returned by search (uni:<slug>, school:<city>/<slug>, answer:<slug>).
入力スキーマ
{
"type": "object",
"properties": {
"id": {
"type": "string"
},
"lang": {
"description": "Response language; defaults to en.",
"type": "string",
"enum": [
"en",
"zh"
]
}
},
"required": [
"id"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}推奨プロンプト
searchget_university_profilesearchget_university_profilelist_universitiesコミュニティ
エビデンス