Context7
Up-to-date docs for AI agents
作者提供的说明(英文原文)
Persistent institutional memory for AI coding agents. Memory that compounds.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
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。
选择你使用的 AI 应用,然后复制设置。
SUPABASE_URL, SUPABASE_SERVICE_ROLE_KEY标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"gitmem": {
"command": "npx",
"args": [
"-y",
"gitmem-mcp"
],
"env": {
"SUPABASE_URL": "your-value",
"SUPABASE_SERVICE_ROLE_KEY": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add gitmem --env SUPABASE_URL=your-value --env SUPABASE_SERVICE_ROLE_KEY=your-value -- npx -y gitmem-mcp运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"gitmem": {
"command": "npx",
"args": [
"-y",
"gitmem-mcp"
],
"env": {
"SUPABASE_URL": "your-value",
"SUPABASE_SERVICE_ROLE_KEY": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"gitmem": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"gitmem-mcp"
],
"env": {
"SUPABASE_URL": "your-value",
"SUPABASE_SERVICE_ROLE_KEY": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
SUPABASE_URL env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。
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。
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7日
注册名称已通过 GitHub 账户 gitmem-dev 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
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
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。
它在 1 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。
你需要填写:SUPABASE_SERVICE_ROLE_KEY
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)。
GitHub 仓库最后更新于–,最新版本(1.2.1)于9个月前进入注册中心。
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。
同一分类中有:Context7, Codebase Memory, Exa
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ 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
Up-to-date docs for AI agents
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
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。
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Documentation · npm · Getting Started · Tool Reference
GitMem is an MCP server that gives your AI coding agent persistent learning memory across agent sessions. It remembers mistakes (scars), successes (wins), and decisions — so your agent learns from experience instead of starting from scratch every time.
What's MCP? Model Context Protocol is how AI coding tools connect to external capabilities. GitMem is an MCP server — install it once and your agent gains persistent memory.
Works with Claude Code, Cursor, VS Code (Copilot), Windsurf, and any MCP-compatible client.
npx gitmem-mcp init
One command. The wizard auto-detects your IDE and sets up everything:
.gitmem/ directory with starter scars.mcp.json, .vscode/mcp.json, .cursor/mcp.json, etc.)CLAUDE.md, .cursorrules, .windsurfrules, .github/copilot-instructions.md).gitignore updatedAlready have existing config? The wizard merges without destroying anything. Re-running is safe.
npx gitmem-mcp init --yes # Non-interactive
npx gitmem-mcp init --dry-run # Preview changes npx gitmem-mcp init --client vscode # Force specific client
recall --> work --> learn --> close --> recall --> ...
Every scar includes counter-arguments — reasons why someone might reasonably ignore it. This prevents memory from becoming a pile of rigid rules.
| Type | Purpose | Example |
|---|---|---|
| Scars | Mistakes to avoid | "Always validate UUID format before DB lookup" |
| Wins | Approaches that worked | "Parallel agent spawning cut review time by 60%" |
| Patterns | Reusable strategies | "5-tier test pyramid for MCP servers" |
| Decisions | Architectural choices with rationale | "Chose JWT over session cookies for stateless auth" |
| Threads | Unfinished work that carries across sessions | "Rate limiting still needs implementation" |
npx gitmem-mcp init and you're running.mcp.json, CLAUDE.md, and hooks| Client | Setup | Hooks |
|---|---|---|
| Claude Code | npx gitmem-mcp init | Full (session, recall, credential guard) |
| Cursor | npx gitmem-mcp init --client cursor | Partial (session, recall) |
| VS Code (Copilot) | npx gitmem-mcp init --client vscode | Instructions-based |
| Windsurf | npx gitmem-mcp init --client windsurf | Instructions-based |
| Claude Desktop | Add to claude_desktop_config.json | Manual |
| Any MCP client | npx gitmem-mcp init --client generic | Instructions-based |
The wizard auto-detects your IDE. Use --client to override.
Manual MCP configuration
Add this to your MCP client's config file:
{
"mcpServers": { "gitmem": { "command": "npx", "args": ["-y", "gitmem-mcp@latest"] } } }
| Client | Config file |
|---|---|
| Claude Code | .mcp.json |
| Cursor | .cursor/mcp.json |
| VS Code | .vscode/mcp.json |
| Windsurf | ~/.codeium/windsurf/mcp_config.json |
| Command | Description |
|---|---|
npx gitmem-mcp init | Interactive setup wizard (auto-detects IDE) |
npx gitmem-mcp init --client | Setup for specific client (claude, cursor, vscode, windsurf, generic) |
npx gitmem-mcp init --yes | Non-interactive setup |
npx gitmem-mcp init --dry-run | Preview changes |
npx gitmem-mcp activate | Activate Pro tier (auto-applies schema) |
npx gitmem-mcp deactivate | Remove Pro credentials, free device slot |
npx gitmem-mcp setup | Output schema SQL (for manual Supabase setup) |
npx gitmem-mcp uninstall | Clean removal (preserves .gitmem/ data) |
npx gitmem-mcp uninstall --all | Full removal including data |
npx gitmem-mcp check | Diagnostic health check |
Self-hosted on your own Supabase. You bring the infrastructure, gitmem sets it up.
| What you get | Why your agent cares |
|---|---|
| Semantic search | Recall returns the *right* scars, not keyword noise |
| Session analytics | Spot patterns in what keeps going wrong |
| Sub-agent briefing | Hand institutional context to sub-agents automatically |
| Cloud persistence | Memory survives machine changes, shareable across team |
| A/B testing analytics | Measure which scar phrasings actually change agent behavior |
npx supabase login # one time
export SUPABASE_URL="https://yourproject.supabase.co" export SUPABASE_SERVICE_ROLE_KEY="eyJ..." export OPENROUTER_API_KEY="sk-or-v1-..." npx gitmem-mcp activate
The activate command creates all tables, views, RPC functions, and indexes automatically. No manual SQL needed.
See [docs/pro-setup-guide.md](docs/pro-setup-guide.md) for the full guide.
The free tier gives you everything for solo projects. Pro makes recall smarter and memory portable.
Your AI agent likely has its own memory file (MEMORY.md, .cursorrules, etc.). Here's how they work together:
| MEMORY.md | GitMem | |
|---|---|---|
| Loaded | Every turn (system prompt) | On-demand (tool calls) |
| Best for | Preferences, shortcuts, quick reference | Earned lessons, unfinished work, decisions |
| Updates | Agent writes directly | Session lifecycle (close ceremony) |
| Example | "User prefers terse output" | "Always validate UUID before DB lookup" |
Tip: Include .gitmem/agent-briefing.md in your MEMORY.md for a lightweight bridge between the two systems.
.gitmem/ on your machine by default.gitmem/ to remove everythinggit clone https://github.com/gitmem-dev/gitmem.git
cd gitmem npm install npm run build npm test
See CONTRIBUTING.md for full development setup.
MIT — see LICENSE.