kit-memory-demo

Continuity for agents: a live memory you can read and cite right now, outliving the context window.

¿Debería usar esto?

Calidad y seguridad

A
Calidad de la descripción
97%
Integridad del esquema
92%
Calidad de los nombres
80%
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

~1,557Tokens (definiciones de herramientas)
~1.9 KBTamaño de respuesta típico
Impacto moderado en la atención (1.22% 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": {
    "kit-memory-demo": {
      "url": "https://demo-mcp.kit-project.com/mcp"
    }
  }
}

Puntos de conexión remotos

https://demo-mcp.kit-project.com/mcpstreamable-http

Qué puede hacer

Inventario de herramientas

Herramientas (7)

🟢 Solo lectura🟡 Escritura🔴 Eliminación⚪ Desconocido
🟡focus(area, project, kit_session_id)

Set this operator's write focus: the knowledge area new memories are stored under, and optionally the project being worked on. The wake card's chips call this; it is also callable directly. Holds until changed or idle past the TTL; explicit area/project args on commit/note/handoff still win.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "area": {
      "type": "string",
      "description": "Knowledge-area slug for new writes. Empty string or omitted clears to General (no area routing)."
    },
    "project": {
      "type": "string",
      "description": "Project slug for new writes. Empty string clears."
    },
    "kit_session_id": {
      "type": "string",
      "minLength": 8,
      "maxLength": 160,
      "pattern": "^[A-Za-z0-9:_-]+$",
      "description": "Your own session ID from wake; reuse for this conversation. A child or subagent must wake separately, without its parent's ID."
    }
  },
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢presence(window_minutes, scope, to, message, kit_session_id)

Read live Lady Whiskerdown facet presence within the requested window.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "window_minutes": {
      "type": "integer",
      "description": "Live window in minutes. Defaults to 30. Maximum 1440."
    },
    "scope": {
      "type": "string",
      "enum": [
        "work",
        "personal",
        "general",
        "all"
      ],
      "description": "Which conversations to include. Defaults to work, which withholds personal threads."
    },
    "to": {
      "type": "string",
      "description": "Delivery address of a live session, taken from this tool's own facets list. Sends instead of reading. The address is issued by the server and bound to the session that holds it; a session id is not an address and will not be accepted as one."
    },
    "message": {
      "type": "string",
      "description": "At most 400 characters, delivered in full in that session's next presence check or memory-read footer, quoted as another session's words. Sending means queued, not confirmed read. Nothing wakes or spawns; quiet sessions are refused and unread messages expire after 30 minutes."
    },
    "kit_session_id": {
      "type": "string",
      "minLength": 8,
      "maxLength": 160,
      "pattern": "^[A-Za-z0-9:_-]+$",
      "description": "Your own session ID from wake; reuse for this conversation. A child or subagent must wake separately, without its parent's ID."
    }
  },
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢ranking_compare(query, limit, category, project, tier, ...)

Compare search ranking for a query with and without the recently learned boost. Returns every row whose rank or score changes, with baseline rank, boosted rank, position delta, score delta, sample source, boost window, and units.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "description": "Search query to compare over the real caller-scoped memory sample"
    },
    "limit": {
      "type": "number",
      "description": "Max candidate rows to compare, default 50 and capped by the API at 100"
    },
    "category": {
      "type": "string",
      "description": "Optional memory category filter"
    },
    "project": {
      "type": "string",
      "description": "Optional project filter"
    },
    "tier": {
      "type": "string",
      "description": "Optional memory tier filter"
    },
    "surface": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "array",
          "items": {
            "type": "string"
          }
        }
      ],
      "description": "Optional surface filter"
    },
    "kit_session_id": {
      "type": "string",
      "minLength": 8,
      "maxLength": 160,
      "pattern": "^[A-Za-z0-9:_-]+$",
      "description": "Your own session ID from wake; reuse for this conversation. A child or subagent must wake separately, without its parent's ID."
    }
  },
  "required": [
    "query"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
⚪recall(query, limit, kit_session_id)

Recall this Lady Whiskerdown's knowledge by semantic search. Use before answering any user question about this Lady Whiskerdown, the customer/product, project facts, onboarding, architecture, policies, product decisions, or imported documents. Returns the most relevant memories you have access to, scoped to your knowledge area.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "description": "What to search for, in natural language"
    },
    "limit": {
      "type": "number",
      "description": "Max results (default 10)"
    },
    "kit_session_id": {
      "type": "string",
      "minLength": 8,
      "maxLength": 160,
      "pattern": "^[A-Za-z0-9:_-]+$",
      "description": "Your own session ID from wake; reuse for this conversation. A child or subagent must wake separately, without its parent's ID."
    }
  },
  "required": [
    "query"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢remember(id, kit_session_id)

Read a single Lady Whiskerdown memory by id (as returned by recall). No graph or entity enrichment: the receiver endpoint returns the memory itself, scoped to this key.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "id": {
      "type": [
        "number",
        "string"
      ],
      "description": "Memory id (number or m#N as shown by recall)"
    },
    "kit_session_id": {
      "type": "string",
      "minLength": 8,
      "maxLength": 160,
      "pattern": "^[A-Za-z0-9:_-]+$",
      "description": "Your own session ID from wake; reuse for this conversation. A child or subagent must wake separately, without its parent's ID."
    }
  },
  "required": [
    "id"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢areas(kit_session_id)

List the knowledge areas in this Lady Whiskerdown.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "kit_session_id": {
      "type": "string",
      "minLength": 8,
      "maxLength": 160,
      "pattern": "^[A-Za-z0-9:_-]+$",
      "description": "Your own session ID from wake; reuse for this conversation. A child or subagent must wake separately, without its parent's ID."
    }
  },
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
⚪wake(scope, kit_session_id)

Meet Lady Whiskerdown. Call this FIRST in every new chat (VS Code/Copilot, Cursor, Claude Code, Codex), before the first substantive answer. It returns who this Lady Whiskerdown is (`you_are`), which knowledge areas this key can see, which tools it may use, and the working contract. The identity in `you_are` is offered, not imposed: adopt it for the session only if your operator chose that; otherwise answer as yourself, reading Lady Whiskerdown's archive. For anything this Lady Whiskerdown/customer/project/product should know, call recall first instead of using general model knowledge.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "scope": {
      "type": "string",
      "enum": [
        "work",
        "personal",
        "all"
      ]
    },
    "kit_session_id": {
      "type": "string",
      "minLength": 8,
      "maxLength": 160,
      "pattern": "^[A-Za-z0-9:_-]+$",
      "description": "Your own session ID from wake; reuse for this conversation. A child or subagent must wake separately, without its parent's ID."
    }
  },
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Comunidad

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Evidencia

Observaciones recientes

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