Keystone
What an arXiv paper builds on, disputes and assumes, read verbatim from its LaTeX. No LLM.
¿Debería usar esto?
Calidad y seguridad
Basado en el análisis automatizado de las definiciones de herramientas y el cumplimiento del protocolo.
Costo de contexto
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": {
"keystone": {
"url": "https://keystone-research.vercel.app/api/mcp"
}
}
}Puntos de conexión remotos
https://keystone-research.vercel.app/api/mcpstreamable-httpQué puede hacer
Inventario de herramientas
Herramientas (3)
🟢search_library(query, stance, limit)
Search 2118 readings taken from 197 arXiv papers' LaTeX source: citation stances (adopts, extends, disputes, measures against) and stated assumptions. Matches on the quoted sentence, the cue phrase that decided it, and the work cited. Returns the sentence verbatim with a link to the exact line.
Esquema de entrada
{
"type": "object",
"properties": {
"query": {
"type": "string",
"description": "Text to look for, e.g. 'layer normalization'"
},
"stance": {
"type": "string",
"enum": [
"inherits",
"extends",
"contests",
"compares",
"background",
"bare",
"cited",
"shown"
],
"description": "Optional filter. The first five are citation stances; bare/cited/shown are what an assumption's own sentence offers for it."
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 50,
"description": "Default 15."
}
},
"required": [
"query"
],
"additionalProperties": false
}🟢read_paper(arxiv_id, include)
Everything Keystone reads out of one arXiv paper: what it adopts, extends, disputes and measures against, and the assumptions it states with a citation, its own evidence, or nothing at all. Works for any paper on arXiv that ships LaTeX source — one outside the library is parsed on demand, which takes a few seconds. Nothing is summarised or inferred; every line is the paper's own.
Esquema de entrada
{
"type": "object",
"properties": {
"arxiv_id": {
"type": "string",
"description": "An arXiv id or link, e.g. 1706.03762"
},
"include": {
"type": "string",
"enum": [
"all",
"citations",
"assumptions"
],
"description": "Default all."
}
},
"required": [
"arxiv_id"
],
"additionalProperties": false
}🟡list_disagreements(kind, limit)
Every sentence in the library where a paper says prior work is wrong, or puts itself beside it to win. Small on purpose — disagreement is rare and concentrated, and the whole set is readable.
Esquema de entrada
{
"type": "object",
"properties": {
"kind": {
"type": "string",
"enum": [
"disputes",
"comparisons"
],
"description": "Default disputes."
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 100,
"description": "Default 40."
}
},
"additionalProperties": false
}Comunidad
Evidencia