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MCP server · RAG

Universal Memory MCP

by · github.com/slicenferqin/universal-memory-mcp

超级个人助理 - 通用、跨项目、100%本地私有的AI记忆系统（基于MCP协议）- Super personal assistant for any AI CLI - Universal, cross-project, 100% local & private via MCP

Unclaimed last commit 7 months ago mcpmemory-systempersonal-projectrag
InstallView source
34Low

Scored 14 days ago · breakdown

About Universal Memory MCP

Universal Memory MCP is an MCP server published by slicenferqin in the RAG category: 超级个人助理 - 通用、跨项目、100%本地私有的AI记忆系统（基于MCP协议）- Super personal assistant for any AI CLI - Universal, cross-project, 100% local & private via MCP.

The repository has 5 stars and 1 forks, with the last commit 7 months ago. Six months or more without a commit doesn't mean the server is broken, but check the open issues before depending on it in production.

Install

From source
git clone https://github.com/slicenferqin/universal-memory-mcp

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

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Releases

v0.7.0-beta.2v0.7.0-beta.2 · 12 Mar 2026Highlights fix Windows postinstall path handling for hook script resolution and command quoting align the published package/runtime metadata with `0.7.0-beta.2` add a draft design document for the new persistent project memory kernel…
v0.6.0-beta.0v0.6.0-beta.0: Three-Tier Memory Architecture (Beta) · 30 Jan 2026详见 [docs/RELEASE_NOTES_v0.6.0.md](https://github.com/slicenferqin/universal-memory-mcp/blob/main/docs/RELEASE_NOTES_v0.6.0.md) 🚀 快速开始 安装 beta 版本 npm install -g universal-memory-mcp@beta 或在项目中使用 npm install universal-memory-core@beta ✨ 主要功能…
v0.4.1v0.4.1 - Dependency Fix · 30 Jan 2026Universal Memory MCP v0.4.1 🔧 Fix This patch release fixes the core dependency version to ensure semantic search features are properly available. Changes Updated dependency**: `universal-memory-core` from `^0.1.4` to `^0.4.0` This ensures…
v0.4.0v0.4.0 - Semantic Search Release 🎉 · 30 Jan 2026Universal Memory MCP v0.4.0 - Semantic Search Release 🎉 🚀 Major Features This release introduces **semantic search capabilities** powered by vector embeddings, bringing intelligent memory retrieval to Universal Memory MCP. ✨ Embedding…
Questions

About Universal Memory MCP

How do I install Universal Memory MCP?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Universal Memory MCP safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Universal Memory MCP still maintained?

The last commit was 7 months ago. That's long enough that you should check whether the maintainer is responding to issues before depending on it.