MCP 服务器

kit-memory-demo

io.github.PeterAtPondo/kit-memory-demo
知识与文档 公开且可连接 MCP 2025-11-25

此 MCP 可以做什么

Provides semantic recall and retrieval for a persistent, scoped knowledge archive, with memory and session continuity tools.

areas
areas
List the knowledge areas in this Lady Whiskerdown.
输入模式
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'kit_session_id': {'type': 'string', 'pattern': '^[A-Za-z0-9:_-]+$', 'maxLength': 160, 'minLength': 8, '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}
focus
focus
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', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'area': {'type': 'string', 'description': 'Knowledge-area slug for new writes. Empty string or omitted clears to General (no area routing).'}, 'project': {'type': 'string', 'description': 'Project slug for new writes. Empty string clears.'}, 'kit_session_id': {'type': 'string', 'pattern': '^[A-Za-z0-9:_-]+$', 'maxLength': 160, 'minLength': 8, '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}
presence
Reading presence
Read live Lady Whiskerdown facet presence within the requested window.
输入模式
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'to': {'type': 'string', 'description': "Delivery address of a live session, taken from this tool's own facets list. Sends instead of reading. The address is issued by the server and bound to the session that holds it; a session id is not an address and will not be accepted as one."}, 'scope': {'enum': ['work', 'personal', 'general', 'all'], 'type': 'string', 'description': 'Which conversations to include. Defaults to work, which withholds personal threads.'}, 'message': {'type': 'string', 'description': "At most 400 characters, delivered in full in that session's next presence check or memory-read footer, quoted as another session's words. Sending means queued, not confirmed read. Nothing wakes or spawns; quiet sessions are refused and unread messages expire after 30 minutes."}, 'kit_session_id': {'type': 'string', 'pattern': '^[A-Za-z0-9:_-]+$', 'maxLength': 160, 'minLength': 8, 'description': "Your own session ID from wake; reuse for this conversation. A child or subagent must wake separately, without its parent's ID."}, 'window_minutes': {'type': 'integer', 'description': 'Live window in minutes. Defaults to 30. Maximum 1440.'}}, 'additionalProperties': False}
ranking_compare
kit_ranking_compare
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', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['query'], 'properties': {'tier': {'type': 'string', 'description': 'Optional memory tier filter'}, 'limit': {'type': 'number', 'description': 'Max candidate rows to compare, default 50 and capped by the API at 100'}, 'query': {'type': 'string', 'description': 'Search query to compare over the real caller-scoped memory sample'}, 'project': {'type': 'string', 'description': 'Optional project filter'}, 'surface': {'anyOf': [{'type': 'string'}, {'type': 'array', 'items': {'type': 'string'}}], 'description': 'Optional surface filter'}, 'category': {'type': 'string', 'description': 'Optional memory category filter'}, 'kit_session_id': {'type': 'string', 'pattern': '^[A-Za-z0-9:_-]+$', 'maxLength': 160, 'minLength': 8, '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}
recall
Finding things
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', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['query'], 'properties': {'limit': {'type': 'number', 'description': 'Max results (default 10)'}, 'query': {'type': 'string', 'description': 'What to search for, in natural language'}, 'kit_session_id': {'type': 'string', 'pattern': '^[A-Za-z0-9:_-]+$', 'maxLength': 160, 'minLength': 8, '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}
remember
Reading a memory
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', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['id'], 'properties': {'id': {'type': ['number', 'string'], 'description': 'Memory id (number or m#N as shown by recall)'}, 'kit_session_id': {'type': 'string', 'pattern': '^[A-Za-z0-9:_-]+$', 'maxLength': 160, 'minLength': 8, '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}
wake
Getting up to speed
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', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'scope': {'enum': ['work', 'personal', 'all'], 'type': 'string'}, 'kit_session_id': {'type': 'string', 'pattern': '^[A-Za-z0-9:_-]+$', 'maxLength': 160, 'minLength': 8, '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}
已添加
wake
2026年9月17日 12:45
已添加
areas
2026年9月17日 12:45
已添加
remember
2026年9月17日 12:45
已添加
recall
2026年9月17日 12:45
已添加
ranking_compare
2026年9月17日 12:45
已添加
presence
2026年9月17日 12:45
已添加
focus
2026年9月17日 12:45