kit-memory-demo

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

Sollte ich dies verwenden

Qualität und Sicherheit

A
Qualität der Beschreibung
97%
Vollständigkeit des Schemas
92%
Qualität der Benennung
80%
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

~1,557Tokens (Tool-Definitionen)
~1.9 KBTypische Antwortgröße
Mittlere Auswirkung auf die Aufmerksamkeit (1.22% 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": {
    "kit-memory-demo": {
      "url": "https://demo-mcp.kit-project.com/mcp"
    }
  }
}

Remote-Endpunkte

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

Was es kann

Tool-Inventar

Tools (7)

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🟡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.

Eingabe-Schema

{
  "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.

Eingabe-Schema

{
  "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.

Eingabe-Schema

{
  "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.

Eingabe-Schema

{
  "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.

Eingabe-Schema

{
  "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.

Eingabe-Schema

{
  "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.

Eingabe-Schema

{
  "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#"
}

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