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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Calidad y seguridad

A
Calidad de la descripción
96%
Integridad del esquema
68%
Calidad de los nombres
92%
Riesgo de envenenamiento
100%
Coincidencia de permisos
100%
Cumplimiento del protocolo
100%

Basado en el análisis automatizado de las definiciones de herramientas y el cumplimiento del protocolo.

Costo de contexto

~862Tokens (definiciones de herramientas)
~943 BTamaño de respuesta típico
Impacto moderado en la atención (0.67% del contexto de 128k)

Este es el número aproximado de tokens que se consumen cada vez que las herramientas del servidor se cargan en el contexto de un modelo. Los recuentos más altos reducen la atención disponible para otras tareas.

Instalar

Instalación con un clic

Agrega esto a tu archivo `claude_desktop_config.json`:

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

Puntos de conexión remotos

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

Qué puede hacer

Inventario de herramientas

Herramientas (5)

🟢 Solo lectura🟡 Escritura🔴 Eliminación⚪ Desconocido
🟢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.

Esquema de entrada

{
  "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.

Esquema de entrada

{
  "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.

Esquema de entrada

{
  "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.

Esquema de entrada

{
  "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.

Esquema de entrada

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

Comunidad

Califica este servidor

Evidencia

Observaciones recientes

verificadoversión no registrada5 herramientas