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MCP server · RAG

AI Memory System

by · github.com/sdenilson212/ai-memory-system

Persistent long-term memory, knowledge base and session tracking system for AI apps

Unclaimed last commit 6 months ago ai-memoryknowledge-basellmmcpmemorypython
InstallView source
34Low

Scored 15 days ago · breakdown

About AI Memory System

AI Memory System is an MCP server published by sdenilson212 in the RAG category: persistent long-term memory, knowledge base and session tracking system for AI apps.

The repository has 1 stars and 0 forks, with the last commit 6 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/sdenilson212/ai-memory-system

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

v1.5.0v1.5.0 - 并发修复与WAL性能优化 · 12 Apr 2026v1.5.0 - 2026-04-10 修复 / Fixed 并发ID冲突（Critical） 添加线程锁保护 UUID 生成，32 线程并发测试全绿 修复 `core/ltm.py` 和 `core/ltm_wal.py` 的竞态条件 search() 结构 Bug 修复 `recall()` 方法被错误嵌入 `search()` 导致的主体逻辑悬空问题 恢复 BM25 + 关键词混合评分功能 新增 / Added WAL 性能优化 WAL 机制核心性能提升…
v1.6.0v1.6.0 - 语义搜索 + 混合检索 · 11 Apr 2026更新日志 / Changelog 本文档记录 AI Memory System 的所有重要变更。 格式遵循 Keep a Changelog， 版本号遵循 语义化版本。 [1.6.0] - 2026-04-12 新增 / Added 语义搜索（Semantic Search） ✅ 集成…
v1.3.1AI Memory System v1.3.1 - Critical Fixes Release · 8 Apr 2026AI Memory System v1.3.1 - Critical Fixes Release 🚀 !AI Memory System Logo !Version…
v1.3.0v1.3.0 - 文件分片存储 + 并发安全 + Passphrase管理 · 25 Mar 2026AI Memory System v1.3.0 本版本聚焦于生产可用性修复：解决大数据量下的存储瓶颈、多客户端并发安全、以及密钥管理易用性问题。 🔧 修复 / Bug Fixes ⚡ 并发安全（Multi-Client Concurrency） 集成 `filelock`（v3.13+），对每个记忆分片文件加读写锁，防止多客户端同时写入导致数据丢失 未安装 `filelock` 时自动降级为…
v1.2.0v1.2.0 — Memory Trigger Mechanism Improvements · 17 Mar 2026🧠 AI Memory System v1.2.0 改进亮点 / Highlights 记忆触发机制升级 ✅ 项目产出自动检测 — 完成新项目/系统/文件时，AI 主动将产出物写入知识库，无需用户手动触发 ✅ 路径索引强制记录 — 知识库条目必须包含完整绝对路径，确保下次对话可精确定位文件 ✅ 会话收尾强制扫描 — 对话结束前自动回顾本次产出物，防止重要成果丢失 ✅ 触发率提升 — 从「被动等触发」改为「主动扫描兜底」 问题修复 /…
Questions

About AI Memory System

How do I install AI Memory System?

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

Is AI Memory System 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 AI Memory System still maintained?

The last commit was 6 months ago. That's long enough that you should check whether the maintainer is responding to issues before depending on it.