
Neurakeep
io.github.dominiclachance由 GitHub 帳號 dominiclachance 發布v0.1.0更新於 Oct 24, 2026
Local-first, source-cited memory for AI agents with proposal review, failure memory, and MCP tools.
概覽
為 AI 助理提供本機、可溯源引用的記憶庫,支援搜尋、讀取並提出記憶更新,且更新需經人工審核後才會持久保存。
- 可以做什麼
- NeuraKeep 是面向 MCP 用戶端的本機優先記憶層。它可將 Markdown、文字、JSONL 和 PDF 匯入本機 vault,保留原始來源並擷取帶引用的記憶提案。memory_search、memory_read、memory_explain_sources、memory_propose_update、memory_apply_update 等工具讓助理搜尋來源、事實、事件、失敗與決策,說明某條記憶的出處,並提出新記憶。圖譜檢視可逐步展開相關記憶。
- 適用情境
- 當多個 MCP 用戶端需要在本機共用同一份私有記憶,且希望助理提出的記憶在持久化前可審核、可追溯來源時使用。適合偏好本機儲存而非託管服務的個人或小型團隊情境。
- 執行需求
- 以 npm 套件形式透過 stdio 在本機執行,需要 Node.js 20+ 和 npm。需在本機根目錄初始化並啟動 vault,CLI 透過 node 呼叫建置後的 dist/cli/index.js。本機使用不宣告帳號、API 金鑰或環境變數。SSO、團隊空間與計費等託管功能為獨立提供,本機執行不需要。
安裝
在 SourceWeft 中
- 開啟 儀表板中的 Neurakeep,將其新增到工作區。
- 為需要使用其工具的對話啟用該服務。
Desktop only,透過 STDIO。 STDIO 服務會啟動本機處理程序,因此需要 SourceWeft 桌面主機。
其他 MCP 客戶端
參照 儲存庫 中的啟動說明。
README
NeuraKeep
NeuraKeep is a local-first memory system for AI agents.
It gives Claude Desktop, Claude Code, Codex, OpenClaw, Cursor-style tools, and other MCP clients a shared, source-cited memory layer that runs on your own machine.
What It Does
- Imports Markdown, text, JSONL, and PDFs into a local vault
- Preserves raw sources and extracts cited memory proposals
- Lets you review memory before it becomes durable
- Searches across sources, facts, events, failures, and decisions
- Organizes the local app into grouped Explore, Workflow, and System navigation
- Shows a Sigma knowledge graph with progressive expansion, clustering, search, keyboard access, and saved layouts
- Exposes MCP tools for agents:
memory_searchmemory_readmemory_explain_sourcesmemory_save(stores new text immediately and queues structured memory for review)memory_propose_updatememory_apply_update
The core rule is simple: agents can save new source memory immediately, but extracted durable facts remain reviewable and source-cited.
Local Install
Requirements:
- Node.js 22+
- npm
Open:
Start Free Locally
Use the local core when you want private, source-cited memory on your own machine:
- import Markdown, text, JSONL, or PDFs
- review extraction proposals before durable memory is applied
- connect Claude, Codex, OpenClaw, or another MCP client over stdio
Hosted NeuraKeep
Use the hosted app when you need Google or enterprise SAML/OIDC sign-in, private personal vaults, isolated shared Team spaces, remote MCP over HTTPS, managed storage, backups, and Stripe-managed billing. Team workspaces include owner/admin/reviewer/editor/viewer roles, email-bound invitations, audit history, licensed seats, and SCIM provisioning. Hosted access requires an active individual or Team subscription. OAuth-capable remote MCP clients use browser sign-in and explicit space consent with PKCE and rotating refresh tokens; space-bound, scoped, expiring manual grants remain available for non-interactive clients. Hosted autonomous spaces use application-level encryption at rest, but are not zero-knowledge because the authorized runtime decrypts them while working.
The public package contains the complete local-first core. Managed authentication, Stripe billing, Team tenancy, SSO, SCIM, deployment automation, and production credentials remain part of the hosted service and are not required to run NeuraKeep locally.
CLI Examples
Local MCP Setup
Example stdio MCP config:
Local HTTP mode:
Use --token or NEURAKEEP_MCP_TOKEN before exposing any HTTP endpoint outside your machine.
Free vs Paid
The open-source version is for local, self-managed memory. The hosted product adds managed auth, team spaces, remote connectors, shared storage, backups, and administration. See NeuraKeep pricing for the current hosted plans.
Docs
Development Checks
License
Apache-2.0
來源:README.md,提交 227a685
工具
0版本歷史
1- v0.1.0最新Sep 16, 2026
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