kit-memory-demo
Continuity for agents: a live memory you can read and cite right now, outliving the context window.
我该使用它吗
质量与安全性
基于对工具定义和协议合规性的自动分析。
上下文开销
这是每次将服务器的工具加载到模型上下文窗口时所消耗的大致 token 数。数值越高,可用于其他任务的注意力就越少。
安装
一键安装
将以下内容添加到你的 `claude_desktop_config.json` 文件中:
{
"mcpServers": {
"kit-memory-demo": {
"url": "https://demo-mcp.kit-project.com/mcp"
}
}
}远程端点
https://demo-mcp.kit-project.com/mcpstreamable-http它能做什么
工具清单
工具(7)
🟡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.
输入模式
{
"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.
输入模式
{
"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.
输入模式
{
"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.
输入模式
{
"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.
输入模式
{
"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.
输入模式
{
"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.
输入模式
{
"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#"
}社区
证据