Repomemory
概览
作者提供的说明(英文原文)
Persistent memory for AI coding agents. Hybrid search, auto-session capture, context routing.
它能帮你做什么
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
- 连接方式: 在你的电脑上运行
- 传输方式: stdio
- 分类: 开发者工具
安装
选择你使用的 AI 应用,然后复制设置。
通过 1/2 项检查 · 在你的电脑上运行
第一步:你用哪个 AI?
选择你用的应用,步骤会显示在下方。
可连接 Claude,但需要先准备
需要先在电脑上安装 Node.js(只需一次) · 仅限电脑上的 Claude 应用(Windows 或 Mac),网页和手机不可用
打开电脑版 Claude 应用的设置文件
SettingsDeveloperEdit Config
粘贴这些设置并保存文件
{ "mcpServers": { "repomemory": { "command": "npx", "args": [ "-y", "repomemory" ] } } }退出 Claude 再重新打开
试一试
用 Repomemory 告诉我你能帮我做什么,然后做一件给我看✓ 如果 Claude 说正在使用 Repomemory,或回答中出现 Repomemory 的工具名称,就表示连接成功
菜单名称已于 2026年11月11日 对照 Anthropic 帮助页面核实 · 你的界面可能因版本略有不同
ChatGPT 暂时无法连接 Repomemory
Repomemory 需要安装在你的电脑上,而 ChatGPT 只能连接在网上运行的服务器
你可以改用这些方式
A · 使用能连接 Repomemory 的应用
- 需要先在电脑上安装 Node.js(只需一次) · 仅限电脑上的 Claude 应用(Windows 或 Mac),网页和手机不可用
- 需要先在电脑上安装 Node.js(只需一次)
- 需要先在电脑上安装 Node.js(只需一次)
- 需要先在电脑上安装 Node.js(只需一次)
B · 开发者工具 类中能连接 ChatGPT 的其他服务器
从同类中使用较多的里挑选,仅限用地址即可连接、无需密钥的
- Sentry✓ ChatGPT
- Front-End Checklist✓ ChatGPT
- Compiler Explorer✓ ChatGPT
可连接 Claude Code,但需要先准备
需要先在电脑上安装 Node.js(只需一次)
打开终端
Mac:按 Command+空格,输入 Terminal · Windows:打开 PowerShell
粘贴这条命令并按 Enter
claude mcp add repomemory -- npx -y repomemory在 Claude Code 中输入 /mcp
应能看到 Repomemory 在列表中并显示已连接
试一试
用 Repomemory 告诉我你能帮我做什么,然后做一件给我看✓ 如果 Claude Code 说正在使用 Repomemory,或回答中出现 Repomemory 的工具名称,就表示连接成功
菜单名称已于 2026年11月11日 对照 Anthropic 帮助页面核实 · 你的界面可能因版本略有不同
可连接 Cursor,但需要先准备
需要先在电脑上安装 Node.js(只需一次)
在 Cursor 中以 Agent 模式打开 AI 聊天
试一试
用 Repomemory 告诉我你能帮我做什么,然后做一件给我看✓ 如果 Cursor 说正在使用 Repomemory,或回答中出现 Repomemory 的工具名称,就表示连接成功
菜单名称已于 2026年11月11日 对照 Cursor 帮助页面核实 · 你的界面可能因版本略有不同
可连接 VS Code,但需要先准备
需要先在电脑上安装 Node.js(只需一次)
在 VS Code 中以 Agent 模式打开 AI 聊天
试一试
用 Repomemory 告诉我你能帮我做什么,然后做一件给我看✓ 如果 VS Code 说正在使用 Repomemory,或回答中出现 Repomemory 的工具名称,就表示连接成功
菜单名称已于 2026年11月11日 对照 VS Code 帮助页面核实 · 你的界面可能因版本略有不同
开发者专用:终端命令和 JSON 设置
安装在电脑上
Claude Code
claude mcp add repomemory -- npx -y repomemoryClaude Desktop (claude_desktop_config.json)
{
"mcpServers": {
"repomemory": {
"command": "npx",
"args": [
"-y",
"repomemory"
]
}
}
}Cursor (~/.cursor/mcp.json)
{
"mcpServers": {
"repomemory": {
"command": "npx",
"args": [
"-y",
"repomemory"
]
}
}
}VS Code (mcp.json)
{
"servers": {
"repomemory": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"repomemory"
]
}
}
}这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
一览
哪些应用可以使用它
依据这个服务器的连接方式和各应用自己的文档,检查于 2026年11月10日。
在你的电脑上运行,适用于
ClaudeGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatRaycast
它能做什么
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
基础检查i
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月11日
- ✓ 通过
作者与仓库一致
注册名称已通过 GitHub 账户 DanielGuru 验证,该账户拥有此仓库
- ! 注意
仍在维护
代码最后更新于7个月前,已超过 6 个月
- … 尚未检查
有许可证
我们还没有从 GitHub 读取这个仓库
- – 不适用
端点有响应
它在你的电脑上运行,没有互联网端点
- – 不适用
使用 OAuth 登录
在你的电脑上运行,改用本地设置
- … 尚未检查
工具描述中没有隐藏指令
它在你的电脑上运行;我们只能读取互联网端点的工具列表
讨论
提问、分享技巧或报告无法使用。按“有帮助”数量排序。
用户评价
还没有评价
与“开发者工具”中的其他服务器比较i
- 星标数多于此分类中其他 5747 个服务器的 77%
- 发布到注册中心的时间比此分类中其他 5747 个服务器的 4% 更新
- 基础检查结果等于或优于此分类中其他 5747 个服务器的 12%
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
常见问题
Repomemory 安全吗?
它在 2 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
它需要哪些密钥或代码?
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在我的电脑上运行还是在云端?
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
它还在维护吗?
GitHub 仓库最后更新于7个月前,最新版本(1.3.0)于9个月前进入注册中心。
哪些应用可以使用它?
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Node.js。
有什么可以替代它?
同一分类中有:REA, Netdata, Front-End Checklist
替代选择
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:↓ 每周下载量i★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
Netdata
Real-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.
Front-End Checklist
Review frontend code and live pages against 386 quality-gated web development rules.
作者的 README
打开 README
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
repomemory
Your codebase never forgets.
AI agents lose context every session. repomemory fixes that — one command creates a persistent, searchable knowledge base that any AI tool can read, search, and write to.
npx repomemory go
The Problem
Every time you open a project with Claude Code, Cursor, Copilot, or any AI coding agent:
- It re-discovers your architecture from scratch
- It proposes changes that were already debated and rejected
- It re-introduces bugs that were already fixed
Your CLAUDE.md / .cursorrules helps, but it's static and gets stale.
The Solution
.context/
├── index.md ← Quick orientation (loaded every session) ├── facts/ ← Architecture, database, deployment ├── decisions/ ← "We chose Drizzle over Prisma because..." ├── regressions/ ← "This broke before. Here's what happened." ├── preferences/ ← Your coding style — follows you across all repos ├── sessions/ ← Auto-captured AI session summaries └── changelog/ ← Monthly git history syncs
Facts tell agents how things work. Decisions prevent re-debating. Regressions prevent re-breaking. Preferences teach agents how you code.
Quick Start
With an API key (Claude Code, terminal workflows)
npx repomemory go
One command: sets up global profile, creates .context/, configures Claude Code + Cursor, runs AI analysis, prints CLAUDE.md instructions.
With Cursor (no API key needed)
npx repomemory setup cursor
This installs everything Cursor needs:
- MCP server in
~/.cursor/mcp.json(auto-starts repomemory in every project) - Rules in
.cursor/rules/repomemory.mdc(teaches Cursor's AI to use context) - 6 commands in
.cursor/commands/(run with/in Cursor chat)
Then in Cursor chat, type:
/repomemory-analyze
Cursor's own AI scans your repo and populates .context/ via the MCP tools. No external API key required — your Cursor subscription handles it.
Available Cursor commands:
| Command | What it does |
|---|---|
/repomemory-analyze | Full repo analysis — populates facts, decisions, index |
/repomemory-orient | Quick orientation at start of session |
/repomemory-search | Search the knowledge base |
/repomemory-record | Record a fact, decision, or regression |
/repomemory-session | Save a session summary |
/repomemory-status | Show context coverage |
Guided wizard
npx repomemory wizard
Walks through provider selection, tool integration, and first analysis. If no API keys are detected, offers a "None — I use Cursor" option that skips external analysis entirely.
Non-interactive (CI-safe)
npx repomemory go --yes --provider anthropic --embedding-provider gemini --max-files 80
No prompts when --yes / --defaults / --no-prompt is used.
MCP Server — Agents With Real Memory
The real power is the MCP server. When configured via repomemory setup claude, it auto-starts with Claude Code and gives agents 7 tools:
| Tool | What It Does |
|---|---|
context_search | Hybrid keyword + semantic search across repo + global context |
context_auto_orient | One-call orientation: index, preferences, recent sessions |
context_write | Write entries with smart scope routing (preferences → global) |
context_read | Read full content, repo-first with global fallback |
context_list | Browse entries with [repo]/[global] provenance tags |
context_risk | Assess modification risk — hotspots, hidden coupling, bus factor |
context_delete | Remove stale knowledge |
Agent: "Let me orient myself in this project..."
→ context_auto_orient() → Returns: project overview, preferences, recent sessions, recent changes
Agent: "Let me search for context about the auth flow..." → context_search("authentication flow") → Auto-routes to facts/ category, returns compact results
Agent: "I found a race condition. Let me record this." → context_write(category="regressions", filename="token-refresh-race", content="...") → Persisted. Detects if it supersedes an existing entry.
Sessions are auto-captured on shutdown. Zero config — repomemory setup claude handles everything.
Supported Tools
| Tool | Integration | API Key Required? |
|---|---|---|
| Claude Code | MCP server (auto-starts) + post-commit hook | Yes (for analysis) |
| Cursor | MCP server + rules + 6 slash commands | No — uses Cursor's built-in AI |
| GitHub Copilot | copilot-instructions.md | Yes (for analysis) |
| Windsurf | .windsurfrules | Yes (for analysis) |
| Cline | .clinerules | Yes (for analysis) |
| Aider | .aider.conf.yml | Yes (for analysis) |
| Continue | .continue/rules/ | Yes (for analysis) |
Cursor users: You don't need any API key. Run
npx repomemory setup cursor, then use/repomemory-analyzein Cursor chat. Cursor's AI does the analysis using the MCP tools — whatever model Cursor is using (it can even switch models mid-task).
Supported Providers
| Provider | Models | Env Variable |
|---|---|---|
anthropic | claude-sonnet-4-6, claude-opus-4-6 | ANTHROPIC_API_KEY |
openai | gpt-4o, o3-mini | OPENAI_API_KEY |
gemini | gemini-2.0-flash, gemini-2.5-pro | GEMINI_API_KEY / GOOGLE_API_KEY |
grok | grok-3, grok-3-mini | GROK_API_KEY / XAI_API_KEY |
Embeddings (optional, for semantic search): Gemini text-embedding-004 (free, default) or OpenAI text-embedding-3-small. Auto-detected from available API keys.
All Commands
repomemory go # One-command setup (add --yes for non-interactive)
repomemory wizard # Interactive guided setup repomemory analyze # AI-powered repo analysis repomemory analyze --merge # Update without overwriting edits repomemory analyze --dry-run # Preview without API call repomemory search # Search knowledge base from terminal repomemory status # Coverage and freshness report repomemory doctor # Diagnostics and health check repomemory dashboard # Local web UI (localhost:3333) repomemory risk # Hotspots, coupling, ownership analysis repomemory risk -f src/auth.ts # Targeted risk assessment for specific files repomemory sync # Sync git history to changelog repomemory setup # Configure Claude/Cursor/Copilot/etc repomemory hook install # Auto-sync changelog on commits repomemory global list # Manage global developer context repomemory global export # Export global context as JSON
Configuration
.repomemory.json in your repo root (all fields optional):
{
"provider": "anthropic", "model": "claude-sonnet-4-6", "embeddingProvider": "gemini", "hybridAlpha": 0.5, "maxFilesForAnalysis": 80, "enableGlobalContext": true }
Custom ignorePatterns and keyFilePatterns are additive — they extend built-in defaults, not replace them.
Why Not Just CLAUDE.md?
| CLAUDE.md | repomemory | |
|---|---|---|
| Maintenance | Manual | AI-generated + agent-maintained |
| Search | Load everything | Hybrid keyword + semantic |
| Cross-tool | Claude Code only | 7 tools supported |
| Team knowledge | One person writes | Every AI session contributes |
| Decisions | Mixed in with instructions | Structured, searchable |
| Regressions | Not tracked | Prevents repeat bugs |
| Sessions | Not tracked | Auto-captured on shutdown |
| Freshness | Unknown | Staleness detection + auto-purge |
repomemory doesn't replace CLAUDE.md — it complements it. CLAUDE.md is for instructions and rules. .context/ holds the knowledge that grows over time.
Contributing
See CONTRIBUTING.md for development setup, testing, and contribution guidelines.
License
MIT
Built for developers who are tired of AI agents forgetting everything between sessions.