Context7
Up-to-date docs for AI agents
作者提供的说明(英文原文)
Persistent memory for AI coding agents. Hybrid search, auto-session capture, context routing.
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。
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": {
"repomemory": {
"command": "npx",
"args": [
"-y",
"repomemory"
]
}
}
}在终端中运行这条命令
claude mcp add repomemory -- npx -y repomemory粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"repomemory": {
"command": "npx",
"args": [
"-y",
"repomemory"
]
}
}
}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": {
"repomemory": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"repomemory"
]
}
}
}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。
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 DanielGuru 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。
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(1.3.0)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。
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
Every time you open a project with Claude Code, Cursor, Copilot, or any AI coding agent:
Your CLAUDE.md / .cursorrules helps, but it's static and gets stale.
.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.
npx repomemory go
One command: sets up global profile, creates .context/, configures Claude Code + Cursor, runs AI analysis, prints CLAUDE.md instructions.
npx repomemory setup cursor
This installs everything Cursor needs:
~/.cursor/mcp.json (auto-starts repomemory in every project).cursor/rules/repomemory.mdc (teaches Cursor's AI to use context).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 |
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.
npx repomemory go --yes --provider anthropic --embedding-provider gemini --max-files 80
No prompts when --yes / --defaults / --no-prompt is used.
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.
| 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).
| 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.
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
.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.
| 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.
See CONTRIBUTING.md for development setup, testing, and contribution guidelines.
MIT
Built for developers who are tired of AI agents forgetting everything between sessions.