io.github.PeterAtPondo由 GitHub 账号 PeterAtPondo 发布v1.0.1更新于 Nov 2, 2026
Continuity for agents: a live memory you can read and cite right now, outliving the context window.
发布方自己的服务：demo.st
托管型只读演示 MCP 服务器，提供一个虚构的摄政时代档案（Lady Whiskerdown），助手可检索、引用并向其提问。
Web executable，通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。
把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体，或 SourceWeft 对话中。智能体会读取该服务器的安装指南，先向你展示发布者、端点和登录方式，经你同意后再把它添加到你的客户端。密钥不会写进任何命令。
阅读 https://sourceweft.com/mcp/io.github.PeterAtPondo%2Fkit-memory-demo/install.md，并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前，先告诉我它的发布者、端点和登录方式，等我确认。不要把 API 密钥写进命令或我会提交的文件；问我密钥应从哪里获取。把它添加到你客户端的 mcpServers 配置中。
{
"mcpServers": {
"kit-memory-demo": {
"type": "http",
"url": "https://demo-mcp.kit-project.com/mcp",
"headers": {
"Authorization": "Bearer <YOUR_TOKEN>"
}
}
}
}Three live, public, read-only MCP servers, each backed by a running Kit. Kit is an identity substrate for AI agents: not another agent, not a memory API, but the durable, local-first self beneath your tools, holding memory with provenance and context that outlives any context window, consolidating while it dreams. It has no chat window of its own; it lives under the ones you already use. Point your agent at them and ask questions the model cannot answer from training. No signup; the bearer keys below are deliberately public.
Why fiction: none of it exists in any training corpus, so a correct citation is provably retrieval. Why the two archives are separate servers: the central mystery (who leaked the Fluffington affair?) was split across them on purpose; no single entry states the answer, the full corroborated case assembles only across both, and your agent is the bridge. Why the real one: so the same machinery is checkable against the living public record.
Claude Code:
Any MCP client: see examples/mcp.json.
Then tell your agent: "Call wake on each server, then work out who leaked the Fluffington affair, and cite every step." Or the real-world flagship: "Should we still use the memory_ballast extension, and why did the recommendation change?"
Keys rotate without notice. The authoritative copy of each key is printed in that kit's own map: demo llms.txt, mews llms.txt, real llms.txt. If a call starts failing, re-read the map.
Every kit also serves keyless HTTP GETs (search, read, graph pivot), documented in its llms.txt. A browser-only version of the whole exam runs at demo.kit-project.com/investigate.
The papers kit also publishes the apprentice key, a deliberately narrowed
credential (allowed_areas: columns): the same kit through a smaller window.
Run the same leak query with the full key and with the apprentice key and
watch the private journals vanish from the answers. That mechanism, a company
kit sharing one knowledge area with a contractor's agent, is enforced in the
read path, not in copy. Current apprentice key, same rotation rule:
Read-only museum copies of Kit substrates: hybrid semantic + keyword recall,
typed knowledge graphs (including supersedes edges that keep replaced truth
citable), source artifacts with real URLs, and honest empty results when
nothing is held. They demonstrate read-time behavior; a full Kit also writes,
consolidates while it sleeps, and hands off between sessions on your own
machine. There is a replayable benchmark built on these exact servers:
kit-memory-eval.
The build story: kit-project.com/blog, note No. 022 in particular. The product: kit-project.com, local-first, invite beta.
MIT (code and examples in this repo). The demo worlds themselves are licensed with the benchmark: see kit-memory-eval's DATA-LICENSE.
来源：README.md，提交 f8e833b
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.
areaprojectkit_session_idReading presence
Read live Lady Whiskerdown facet presence within the requested window.
toscopemessagekit_session_idwindow_minutesAsk the business systems Kit is connected to (accounting, HR, a shop) live: its own and those of Kits linked to it. Kit's memories hold the history, decisions and who owns what; a system holds today's records. For a question about a customer, a person or an order, recall first, then ask the system for the current figures; recall names the record to ask for when Kit knows them. With nothing it lists the systems; with system, a tool's arguments; with system and tool, it runs that tool. Say when the answer was asked, and never save it as a memory: it will change.
toolsystemargumentskit_session_idkit_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.
tierlimitquery必填projectsurfacecategorykit_session_idFinding things
Search Lady Whiskerdown's archive. Use it first for anything Lady Whiskerdown should know. Returns the most relevant entries this key can read; cite each one you use as (Lady Whiskerdown:m#N) with its title.
limitquery必填kit_session_idReading 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.
id必填kit_session_idList the knowledge areas in this Lady Whiskerdown.
kit_session_idGetting up to speed
Open Lady Whiskerdown, an archive you can question. Call this first in every new chat (VS Code/Copilot, Cursor, Claude Code, Codex), before the first substantive answer. It returns what Lady Whiskerdown is (`you_are`), which knowledge areas this key can see, which tools this key may use, and any rules its keeper has set. Lady Whiskerdown has no persona: keep your own identity and refer to it in the third person. For anything Lady Whiskerdown should know, call recall first instead of using general model knowledge.
scopekit_session_id已满足适用检查项的 100%
该评分衡量此收录条目的完整程度，依据注册中心条目、端点与公开来源计算得出。它不是对服务器本身的评价，也不表示服务器安全或当前可用：可连通性是带日期的检查结果，评分也不包含安装量或用户评价。
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