
Claude Memory Manager
io.github.NyxToolsDev由 GitHub 账号 NyxToolsDev 发布v0.1.1更新于 Oct 24, 2026
Cross-session memory for Claude Code — context capture, semantic search, recall
发布方自己的服务:Memory.fit
概览
本地 MCP 服务器,把 Claude Code 会话日志索引到可搜索的 SQLite 库,为 Claude Desktop 提供跨会话记忆。
- 可以做什么
- 按查询检索记忆,可按项目与类别过滤
- 获取某个项目的格式化上下文摘要
- 直接保存一条新记忆
- 查看数据库统计信息
- 底层由命令行工具解析 Claude Code 的 JSONL 会话日志,抽取并评分记忆、生成向量,存入带 FTS5 的本地 SQLite 数据库,实现语义加关键词的混合检索
- 适用场景
- 适合长期在 Claude Code 中跨多个会话开发,希望此前的架构决策、缺陷修复、配置选择与命名约定能在 Claude Desktop 中自动重现,而不必反复说明的人。
- 运行要求
- 以本地 Python 包形式运行(claude-memory-manager,可通过 uvx 或 claude-memory-mcp 命令启动),需写入 Claude Desktop 配置。需要先初始化数据库(claude-memory init)并导入会话日志。向量默认使用本地提供方,可选 local 附加包安装 sentence-transformers;使用 Voyage 或 Anthropic 向量需设置 VOYAGE_API_KEY 或 ANTHROPIC_API_KEY。
安装
在 SourceWeft 中
- 打开 控制台中的 Claude Memory Manager,将其添加到工作区。
- 为需要使用其工具的对话启用该服务。
Desktop only,通过 STDIO。 STDIO 服务会启动本地进程,因此需要 SourceWeft 桌面宿主。
其他 MCP 客户端
参照 仓库 中的启动说明。
README
Claude Memory Manager
Cross-session memory for Claude Code — never lose context between sessions.
Claude Memory Manager automatically captures architectural decisions, code changes, bug fixes, and configuration choices from your Claude Code sessions, then intelligently retrieves relevant context when you start new sessions.
What It Does
Every time you use Claude Code, valuable context is created and lost when the session ends:
- Which libraries you chose and why
- Bug fixes and their root causes
- Configuration decisions
- File structure and naming conventions
- Error resolutions
Claude Memory Manager solves this by:
- Parsing your Claude Code session logs (JSONL files)
- Extracting meaningful memories with importance scoring
- Embedding memories for semantic search
- Storing everything in a local SQLite database with FTS5
- Retrieving relevant context via hybrid semantic + keyword search
- Serving context to Claude Desktop via MCP protocol
Installation
For local embeddings (no API key needed):
For development:
Quick Start
1. Initialize the Database
This creates the SQLite database at ~/.claude-memory/memory.db and saves a config file.
2. Ingest Session Logs
3. Search Memories
4. Generate Context Summary
5. Connect to Claude Desktop (MCP)
Add to your Claude Desktop config (see MCP Setup):
CLI Reference
Global Options
Search Options
Categories
Memories are classified into these categories:
decision— Architectural and design decisionscode_change— Significant code modificationsbug_fix— Bug identification and resolutionconfig— Configuration and environment changeserror_resolution— Errors encountered and solvedpreference— User preferences and conventionsdiscussion— General discussion summaries
MCP Setup
Claude Desktop
-
Find your Claude Desktop config file:
- macOS:
~/Library/Application Support/Claude/claude_desktop_config.json - Windows:
%APPDATA%\Claude\claude_desktop_config.json
- macOS:
-
Add the memory server:
- Restart Claude Desktop.
See examples/claude-desktop-config.json for a complete example.
MCP Tools
Once connected, Claude Desktop can use these tools:
Architecture
Data Flow
Configuration
Configuration is loaded from (in priority order):
- Environment variables
- Config file (
~/.claude-memory/config.json) - Defaults
Environment Variables
Embedding Providers
If no provider is available, a stub provider is used (keyword search still works, but semantic search is disabled).
FAQ
Where are my memories stored?
In a SQLite database at ~/.claude-memory/memory.db. All data stays local.
Does this send my code to any API?
Only if you configure the Voyage or Anthropic embedding provider. In that case, only memory text content (not full session logs) is sent to generate embeddings. Use local for fully offline operation.
How does deduplication work? Each memory's content is hashed (SHA-256). If a memory with the same hash already exists, it is skipped during ingestion.
How does hybrid search work? Results from cosine-similarity vector search (70% weight) are combined with SQLite FTS5 keyword search results (30% weight). Memories appearing in both get combined scores.
Can I export my memories?
Yes: claude-memory export > memories.json or claude-memory export -o file.json.
How do I prune old memories?
claude-memory prune --older-than 90d removes memories older than 90 days. Supports d (days), w (weeks), m (months), y (years).
Development
License
MIT License. Copyright (c) 2026 NyxTools.
来源:README.md,提交 1fc1bf2
工具
0版本历史
1- v0.1.1最新Sep 16, 2026
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其他 Memory 集成

Memory.fit
fit.memory官方发布者
托管式 Memory.fit 服务器,让 AI 读取你的训练、睡眠、恢复与饮食数据,并写回每周计划、每日目标和饮食计划。
pg.ddx.io: the PostgreSQL community's memory
io.ddx.pg官方发布者
pg.ddx.io: the PostgreSQL community's memory 的托管 MCP 服务,由 pg.ddx.io 发布;无需登录;Streamable HTTP;29 个工具。
var.gg Naming Memory
gg.var官方发布者
远程 MCP 服务器,可根据领域概念推荐并检索韩、日、中、越、英多语言的代码标识符名称,并提供 ERD 结构查询。

Counterparts
ai.counterparts
面向 Claude Code 与 Claude Desktop 的本地优先长期记忆:助手自行写下关于你和项目的笔记,并在之后的会话中回忆起来。

LAHZE - Persian AI Memory Platform
由 GitHub 账号 pedramgholizadeh 发布
以波斯语为先的地理记忆平台:发现地点,起草并发布仅限波斯语的记忆。AI 翻译