
Worldku Memory
com.worldku由 worldku.com 发布官方发布者v0.1.0更新于 Oct 24, 2026
Save AI conversations into your Worldku memory and recall them from any MCP client.
概览
Worldku Memory 是一个托管式 MCP 服务器,可把 AI 对话保存到 Worldku 记忆账户,并让助手日后搜索和回忆这些内容。
- 可以做什么
- 浏览最近的记忆,每条一行
- 对已保存的记忆做语义搜索
- 按时间范围、类型或来源筛选并分页回忆记忆
- 保存当前对话记录,交由异步记忆提取处理
- 在客户端支持 Tasks 扩展时轮询异步保存任务
- 适用场景
- 当你希望助手在 Claude Code、claude.ai、ChatGPT、Codex 或 Gemini CLI 等不同客户端之间保留长期记忆,并在新会话中取回相关旧上下文时使用。
- 运行要求
- 需要远程 Streamable HTTP 端点,无需本地安装。必须认证:支持 OAuth 的客户端在 worldku.com 登录 OAuth 2.1,或使用以 Authorization Bearer 头发送的 Worldku 访问密钥(可在 worldku.com 的 Memory manager → AI tools 生成)。需要 Worldku 账户;所有套餐(含免费版)均包含 MCP 访问。
安装
在 SourceWeft 中
- 打开 控制台中的 Worldku Memory,将其添加到工作区。
- 连接 所需的 凭据。它们会被私密存储,绝不会在公开页面上展示。
- 为需要使用其工具的对话启用该服务。
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。
交给智能体安装
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/com.worldku%2Fmemory/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。其他 MCP 客户端
把它添加到你客户端的 mcpServers 配置中。 客户端会在首次连接时完成 OAuth 登录。
{
"mcpServers": {
"worldku-memory": {
"type": "http",
"url": "https://mcp.worldku.com/mcp"
}
}
}README
worldku-mcp
The official MCP server for Worldku memory. Save AI conversations into your Worldku memory and recall them back — from Claude Code, claude.ai, ChatGPT, Codex, Gemini CLI, or any other MCP client.
Full setup guide: worldku.com/docs/mcp — step-by-step instructions for every client, authentication details, and troubleshooting. The same page in raw Markdown for AI agents: worldku.com/docs/mcp.md.
The fastest way to set up: paste this into your AI tool and let it walk you through —
I want to give you long-term memory with Worldku. Read https://www.worldku.com/docs/mcp.md and walk me through connecting it, in your own words.
Hosted service. The public endpoint is https://mcp.worldku.com/mcp. This
repository is the open access layer only: the memory extraction pipeline, prompt
rules, and platform services run on Worldku's infrastructure. Self-hosting this
worker will not give you a working service — it exists for transparency and
review, and connects to backends that require Worldku credentials.
Tools
All tools fire only on your explicit ask — the tool descriptions instruct the model never to call them from ambient association. Saved transcripts go through Worldku's normal import pipeline: extraction runs asynchronously and new memories land in your memory workbench marked unread. Re-saving the same conversation is deduplicated server-side; extending a previously saved conversation appends only the new tail.
Connecting
Two authentication routes:
- OAuth 2.1 — claude.ai and ChatGPT need no key at all: point them at the server URL and sign in at worldku.com when prompted.
- Access key — CLI clients use a
wk_mcp_…key, minted at worldku.com → Memory manager → AI tools. The key is shown once at mint time; up to 20 keys per account, each independently revocable.
Claude Code
To keep the key out of the config file, export WORLDKU_MCP_KEY in your shell
profile and use single quotes: --header 'Authorization: Bearer ${WORLDKU_MCP_KEY}'.
claude.ai (web, desktop, mobile)
Settings → Connectors → Add → Add custom connector →
https://mcp.worldku.com/mcp → sign in at worldku.com. No key needed.
ChatGPT (web)
Enable Developer mode (Settings → Security and login), then create an app at chatgpt.com/plugins with the server URL and OAuth authentication. Sign in at worldku.com when prompted.
Codex CLI
Gemini CLI
Any other MCP client
Any client that supports Streamable HTTP with a custom header works:
- URL:
https://mcp.worldku.com/mcp - Header:
Authorization: Bearer wk_mcp_YOUR_KEY
The config field holding the URL varies by client (url for most, httpUrl
for Gemini CLI, serverUrl for some others) — a wrong field name usually makes
the client ignore the server silently. More examples in examples/
and in the full guide.
Protocol
- Native MCP revision 2026-07-28 (stateless Streamable HTTP): per-request metadata, no sessions, no SSE streams — every response is a single JSON object.
- Dual-era: the 2025-11-25 initialize-handshake era is also served (still statelessly — no session ids, no SSE), because that is what current-generation clients speak. This leg will be dropped once the client ecosystem moves to 2026-07-28.
server/discover,tools/list,tools/call, and the Tasks extension (tasks/get/tasks/update/tasks/cancel) for async save polling. Clients that do not declare the extension get synchronous receipts instead.- OAuth 2.1 resource server per the MCP authorization spec: RFC 9728 protected
resource metadata at
/.well-known/oauth-protected-resource, audience-bound opaque tokens,memory:read/memory:writescopes. The authorization server (worldku.com) supports Client ID Metadata Documents and PKCES256. - Discovery (SEP-2127 experimental): Server Card at
/mcp/server-card, AI Catalog at/.well-known/ai-catalog.json.
Limits
- 200 reads and 50 saves per user per day (anti-abuse caps, reset at 00:00 UTC).
- 10 MB per request.
- Reads and saves each book one usage action on your Worldku account. MCP access is included with every Worldku plan, including Free.
Development
Deployment (Cloudflare Workers) is done by the Worldku team — see
wrangler.toml for the binding surface (no secrets live in this repo).
License
来源:README.md,提交 7e8ec36
工具
0版本历史
1- v0.1.0最新Sep 16, 2026
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