Frontier: evidence-scored science breakthroughs

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

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Qualität und Sicherheit

A
Qualität der Beschreibung
96%
Vollständigkeit des Schemas
68%
Qualität der Benennung
92%
Risiko der Vergiftung
100%
Übereinstimmung der Berechtigungen
100%
Einhaltung des Protokolls
100%

Basierend auf einer automatisierten Analyse der Tool-Definitionen und der Einhaltung des Protokolls.

Kontextkosten

~862Tokens (Tool-Definitionen)
~943 BTypische Antwortgröße
Mittlere Auswirkung auf die Aufmerksamkeit (0.67% von 128k Kontext)

Dies ist die ungefähre Anzahl der Tokens, die jedes Mal verbraucht werden, wenn die Tools des Servers in den Kontext eines Modells geladen werden. Höhere Werte verringern die Aufmerksamkeit, die für andere Aufgaben verfügbar ist.

Installieren

Installation mit einem Klick

Fügen Sie dies Ihrer Datei `claude_desktop_config.json` hinzu:

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

Remote-Endpunkte

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

Was es kann

Tool-Inventar

Tools (5)

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🟢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.

Eingabe-Schema

{
  "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.

Eingabe-Schema

{
  "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.

Eingabe-Schema

{
  "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.

Eingabe-Schema

{
  "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.

Eingabe-Schema

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

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