Frontier: evidence-scored science breakthroughs

New papers from Nature, Science, Cell, NEJM and other top journals, scored on evidence and novelty.

使うべきか

品質と安全性

A
説明の品質
96%
スキーマの完全性
68%
命名の品質
92%
ポイズニングのリスク
100%
権限の一致
100%
プロトコルへの準拠
100%

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

~862トークン数(ツール定義)
~943 B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 0.67%)

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": {
    "frontier": {
      "url": "https://frontierresearch.co/api/mcp"
    }
  }
}

リモートエンドポイント

https://frontierresearch.co/api/mcpstreamable-http

できること

ツール一覧

ツール(5)

🟢 読み取り専用🟡 書き込み🔴 削除⚪ 不明
🟢search_breakthroughs(query, field, sort, limit)

Search Frontier's evidence-scored index of new research from the top scientific journals. Matches the query against titles, plain-language summaries, authors and topics, optionally within one field, and returns the matching entries ranked by Frontier Score (or newest paper first), each with its summary, score, Frontier URL and DOI. Leave the query empty to browse a field.

入力スキーマ

{
  "type": "object",
  "properties": {
    "query": {
      "description": "Free text, e.g. 'CRISPR', 'obesity drug', 'quantum error correction'.",
      "type": "string",
      "maxLength": 200
    },
    "field": {
      "description": "Limit to one field (see list_fields).",
      "type": "string",
      "enum": [
        "ai",
        "bio",
        "neuro",
        "physics",
        "quantum",
        "materials",
        "climate",
        "space",
        "math",
        "other"
      ]
    },
    "sort": {
      "default": "score",
      "description": "'score' ranks by Frontier Score; 'newest' by paper publication date.",
      "type": "string",
      "enum": [
        "score",
        "newest"
      ]
    },
    "limit": {
      "default": 8,
      "description": "How many entries to return (1 to 20).",
      "type": "integer",
      "minimum": 1,
      "maximum": 20
    }
  },
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
🟢latest_breakthroughs(days, field, limit)

What Frontier added most recently: the entries listed in the last N days (the index adds a few new papers from the top journals every day), newest first, optionally within one field.

入力スキーマ

{
  "type": "object",
  "properties": {
    "days": {
      "default": 7,
      "description": "How far back to look, in days (1 to 60).",
      "type": "integer",
      "minimum": 1,
      "maximum": 60
    },
    "field": {
      "description": "Limit to one field (see list_fields).",
      "type": "string",
      "enum": [
        "ai",
        "bio",
        "neuro",
        "physics",
        "quantum",
        "materials",
        "climate",
        "space",
        "math",
        "other"
      ]
    },
    "limit": {
      "default": 10,
      "description": "How many entries to return (1 to 20).",
      "type": "integer",
      "minimum": 1,
      "maximum": 20
    }
  },
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
🟢get_breakthrough(id)

Everything Frontier holds on one entry: the plain-language summary, why it matters and what to watch, authors and institutions, the full Frontier Score breakdown (each pillar and what drives it, recency and confidence) and the sources behind each figure. Accepts an OpenAlex work id (e.g. W7214802080), an entry slug, or a frontierresearch.co entry URL.

入力スキーマ

{
  "type": "object",
  "properties": {
    "id": {
      "type": "string",
      "minLength": 2,
      "maxLength": 300,
      "description": "OpenAlex work id, entry slug, or Frontier entry URL."
    }
  },
  "required": [
    "id"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
🟢list_fields

The research fields Frontier covers, with how many entries each holds and its median Frontier Score.

入力スキーマ

{
  "type": "object",
  "properties": {},
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
🟢explain_frontier_score

The Frontier Score method: its three pillars and what each measures, recency, the integrity rule, tiers and confidence.

入力スキーマ

{
  "type": "object",
  "properties": {},
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}

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