Memxus — Context Engineering
以下摘录自该仓库的 README(片段) · 在 GitHub 读完整 README →
One context layer. Every AI.
**Multiply your productivity by giving every AI the right context.**
Memxus brings Context Engineering to your entire AI workflow.
Save your real decisions, preferences and work context once. Find them in seconds and give Claude, Cursor, ChatGPT, Gemini or any MCP client the exact context required for each task.
No repeated explanations. No starting from zero. Better answers, faster.
Glama MCP Server
License: AGPL-3.0
Node 20+
Railway
MCP
Registry v1.2.1
Website · Docs · Connect your first AI
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Watch the Memxus demo on YouTube
▶️ **Watch the demo on YouTube** · Demo page
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The problem
AI tools are powerful, but their productivity drops when they do not have the right context.
Claude does not know what Cursor knows. Cursor does not know what ChatGPT knows. Your project decisions, preferences, architecture and workflow context get repeated across every tool and every new conversation.
That creates unnecessary work:
- Re-explaining the same information
- Searching across repositories, documents and conversations
- Correcting answers based on missing context
- Repeating technical and product decisions
- Starting every AI task from zero
**Memxus solves this through Context Engineering.**
Save what matters once, find it in seconds and give every AI the exact context it needs for the task.
The result is less repetition, less back-and-forth, faster execution and better answers across your entire AI workflow.
> Save a decision in Claude → recall it in Cursor → reuse it in ChatGPT.
> Need deeper context? Connect GitHub and Notion whenever you are ready.
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What is Memxus?
Memxus is a **Context Engineering** designed to multiply your productivity by giving every AI the right context.
It creates a shared context layer across Claude, Cursor, ChatGPT, Gemini and any MCP-compatible client.
The core workflow is simple:
- remember what matters
- recall it from any AI
- find relevant context in seconds
- give each AI the information it needs to produce a better answer
Connect once with OAuth and your decisions, preferences and work context become portable across your entire AI workflow — without local setup, repeated explanations or copying and pasting between tools.
For deeper context, Memxus can also connect to real work sources such as GitHub and Notion. Repositories, documentation, commits, pull requests, issues and selected workspace pages become searchable alongside your manually saved context.
GitHub and Notion connectors are live in production. This deeper synchronization is optional: Memxus delivers value from the first saved decision.
**Save once. Find it fast. Give every AI the right context. Work faster.**
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Why developers use Memxus
- **Save once, recall in every AI** — stop repeating your stack, decisions and preferences across Claude, Cursor and ChatGPT
- **Ask once** — no more hunting through 5 tools to remember why you chose X
- Keep project architecture and stack context available across Claude, Cursor, and ChatGPT
- Sync GitHub and Notion into unified project collections — one context per repo
- Stop pasting the same context into every new AI session
- Share team context across agents and workflows
- Build AI apps with persistent context through MCP or API
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Real context from GitHub & Notion
Memxus reads your **real work** — not generic memory snippets. Synced content lands in a unified collection per project: project: .
**What gets synced**
| Source | Content indexed into context |
| ---------- | ------------------------------------------------ |
| **GitHub** | Repos, READMEs, commits, pull requests, issues |
| **Notion** | Selected workspace pages and docs |
| **Manual** | Decisions, preferences, and notes via remember |
**How to connect**
1. **Dashboard** — dashboard.memxus.com/integrations (GitHub App + Notion OAuth)