# Memorix — Cross-Agent Memory Control Plane

> AVIDS2/memorix is a local-first cross-agent memory layer (MCP + CLI/TUI); verified 443★ with stdio `memorix serve` and an HTTP dashboard mode.

## Install

Copy the content below into your project:

## Quick Use

```bash
npm install -g memorix
memorix init
# Default IDE/agent MCP path (stdio):
memorix serve
# Optional shared HTTP control plane + dashboard:
docker compose up --build -d
```

## Intro

AVIDS2/memorix is a local-first cross-agent memory layer (MCP + CLI/TUI); verified 443★ with stdio `memorix serve` and an HTTP dashboard mode.

**Best for:** Developers who switch between Cursor/Claude Code/Codex and want shared, persistent project memory

**Works with:** MCP-compatible clients (Cursor/Claude Code/Codex/Windsurf/Gemini CLI) via stdio, plus a long-lived HTTP control plane if needed

**Setup time:** 12-35 minutes

### Key facts (verified)

- GitHub: 443 stars · 38 forks · pushed 2026-05-11.
- License: Apache-2.0 · owner avatar + repo URL verified via GitHub API.
- README-backed entrypoint: `memorix serve`.

## Main

- Start with stdio (`memorix serve`) for one IDE/agent, then move to the HTTP control plane only when you need a shared background service and dashboard.

- Keep memory clean: README describes a pipeline for formation/dedup/consolidation/retention so memory stays useful instead of noisy.

- Use the operator CLI to audit and sync workspaces across tools; treat it as your “memory ops” surface while MCP remains the IDE integration layer.

### Source-backed notes

- README positions Memorix as a local-first memory control plane for coding agents with cross-client support tiers (Core/Extended/Community).
- README quick start installs via `npm install -g memorix` then initializes config with `memorix init` and offers stdio (`memorix serve`) and HTTP modes.
- README documents an official Docker path for the HTTP control plane using `docker compose up --build -d` and exposes dashboard + `/mcp` endpoints.

### FAQ

- **Is HTTP required?**: No — README recommends starting with local CLI/TUI or stdio MCP, and using HTTP only for a shared background control plane.
- **Where is data stored?**: README says it’s local-first and mentions SQLite as the canonical store; keep it on trusted machines.
- **How do I connect an IDE?**: Use the generic stdio MCP config (`command`: `memorix`, `args`: [`serve`]) shown in README examples.

## Source & Thanks

> Source: https://github.com/AVIDS2/memorix
> License: Apache-2.0
> GitHub stars: 443 · forks: 38

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## Quick Use

```bash
npm install -g memorix
memorix init
# Default IDE/agent MCP path (stdio):
memorix serve
# Optional shared HTTP control plane + dashboard:
docker compose up --build -d
```

## Intro

AVIDS2/memorix 是本地优先的跨 agent 记忆层，提供 MCP 与 CLI/TUI；已验证 443★，文档覆盖 `memorix serve`（stdio）与可选的 HTTP dashboard 模式。

**Best for:** 在 Cursor/Claude Code/Codex 间切换、希望共享且可持久化项目记忆的开发者

**Works with:** 通过 stdio 连接 MCP 客户端（Cursor/Claude Code/Codex/Windsurf/Gemini CLI 等），需要时可开启长期运行的 HTTP 控制平面

**Setup time:** 12-35 minutes

### Key facts (verified)

- GitHub：443 stars · 38 forks；最近更新 2026-05-11。
- 许可证：Apache-2.0；作者头像与仓库链接均已通过 GitHub API 复核。
- README 中可对照的入口命令：`memorix serve`。

## Main

- 先用 stdio（`memorix serve`）接入单个 IDE/agent；只有在需要共享后台服务 + dashboard 时再上 HTTP 控制平面。

- 把记忆做“质量管线”：README 描述 formation/dedup/consolidation/retention，避免记忆变成噪声堆。

- 用 operator CLI 做审计与 workspace 同步，把它当作“memory ops”界面；MCP 则主要负责 IDE 接入层。

### Source-backed notes

- README 将 Memorix 定位为本地优先的 coding agent 记忆控制平面，并给出多客户端支持分层（Core/Extended/Community）。
- README quick start：`npm install -g memorix` 后运行 `memorix init`，并提供 stdio（`memorix serve`）与 HTTP 两种模式。
- README 提供 HTTP 控制平面的官方 Docker 路径（`docker compose up --build -d`），并暴露 dashboard 与 `/mcp` 端点。

### FAQ

- **必须上 HTTP 吗？**：不必。README 建议先走本地 CLI/TUI 或 stdio MCP；只有要共享后台控制平面时才启用 HTTP。
- **数据存在哪里？**：README 强调 local-first，并提到 SQLite 作为存储；建议只在受信任机器上使用。
- **如何接入 IDE？**：按 README 的通用 stdio MCP 配置：`command` 用 `memorix`，`args` 用 `serve`。

## Source & Thanks

> Source: https://github.com/AVIDS2/memorix
> License: Apache-2.0
> GitHub stars: 443 · forks: 38


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Source: https://tokrepo.com/en/workflows/memorix-cross-agent-memory-control-plane
Author: Agent Toolkit