Menganalisis codebase untuk membuat peta terstruktur dari route, fitur, dan flow agar dapat digunakan sebagai konteks oleh AI agent.
Juga dikenal sebagai itsflaid/devmap, @flaid/devmap
- Stars
- 11
- Tools
- —
- Unduhan, 30 hari
- 2.579
- Versi terbaru
- 0.9.0
- Commit terakhir
- 14 Nov 2026
- Lisensi
- MIT
Apa itu devmap MCP?
devmap adalah MCP server. Menganalisis codebase untuk membuat peta terstruktur dari route, fitur, dan flow agar dapat digunakan sebagai konteks oleh AI agent.
Ringkasan dibuat dari README proyek
Tentang devmap MCP server
DevMap memungkinkan Anda memberikan pemahaman terstruktur mengenai codebase kepada AI agent. Tool ini berfungsi sebagai CLI tool yang melakukan static analysis dan interpretasi AI opsional untuk membangun peta route, fitur, dan file penting yang dapat digunakan kembali. Hal ini memungkinkan developer untuk tidak perlu menjelaskan ulang struktur proyek mereka di setiap sesi chat AI baru dengan menggunakan file yang dihasilkan seperti .devmap/index.json dan DEVMAP.md sebagai layer konteks yang persisten.
User dapat menjalankan server secara lokal via npx atau menginstalnya secara global menggunakan npm. Untuk mengaktifkan interpretasi berbasis AI, Anda harus menyediakan API key untuk Groq, OpenRouter, atau endpoint kustom yang kompatibel dengan OpenAI selama proses inisialisasi. Tool ini dirancang dengan mengutamakan privasi, memastikan bahwa seluruh source repository tetap berada di lokal dan tidak dikirim secara keseluruhan ke model AI. Saat dijalankan sebagai MCP server melalui command devmap mcp, tool ini menyediakan tool spesifik seperti devmap_overview, devmap_map, dan devmap_flow untuk membantu agent menavigasi proyek Anda melalui respons JSON yang terstruktur.
Apa yang bisa Anda lakukan dengannya
- 1Memetakan arsitektur proyek untuk agentAI agent dapat menggunakan server ini untuk memahami entry point dan file penting dalam sebuah repository tanpa harus membaca setiap file.
- 2Menganalisis fitur kode spesifikDeveloper dapat meminta peta terfokus dari satu fitur atau file tertentu untuk memberikan konteks yang presisi kepada model.
- 3Menelusuri flow logika aplikasiAnda dapat meminta AI untuk mengidentifikasi dan menjelaskan flow utama yang telah dikurasi di dalam aplikasi Anda.
Ditulis berdasarkan README proyek. Setiap use case diperiksa terhadap kutipan dari README tersebut.
Cara menginstal devmap MCP
Format diverifikasi 10 Nov 2026Tambahkan ke CursorTambahkan ke GooseInstal devmap MCP di Claude Code
$ claude mcp add devmap -- npx -y @flaid/devmapInstal devmap MCP di Cursor
~/.cursor/mcp.json
{
"mcpServers": {
"devmap": {
"command": "npx",
"args": [
"-y",
"@flaid/devmap"
]
}
}
}Instal devmap MCP di VS Code
.vscode/mcp.json
{
"servers": {
"devmap": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@flaid/devmap"
]
}
}
}Instal devmap MCP di VS Code CLI
$ code --add-mcp '{"name":"devmap","type":"stdio","command":"npx","args":["-y","@flaid/devmap"]}'Instal devmap MCP di Claude Desktop
claude_desktop_config.json
{
"mcpServers": {
"devmap": {
"command": "npx",
"args": [
"-y",
"@flaid/devmap"
]
}
}
}Instal devmap MCP di Codex
$ codex mcp add devmap -- npx -y @flaid/devmapInstal devmap MCP di Codex config.toml
~/.codex/config.toml
[mcp_servers.devmap] command = "npx" args = ["-y", "@flaid/devmap"]
Instal devmap MCP di Gemini CLI
$ gemini mcp add -s user devmap npx -- -y @flaid/devmapInstal devmap MCP di Gemini settings.json
~/.gemini/settings.json
{
"mcpServers": {
"devmap": {
"command": "npx",
"args": [
"-y",
"@flaid/devmap"
]
}
}
}Konfigurasi
GROQ_API_KEYOPENROUTER_API_KEY
| Nama | Deskripsi | Tipe |
|---|---|---|
| GROQ_API_KEY | — | |
| OPENROUTER_API_KEY | — |
Pengecekan otomatis
Berjalan 13 Nov 2026Laporan lengkap →Lolos checks otomatis kami. Ini bukan audit keamanan: baca kodenya dan berikan server akses paling terbatas yang dibutuhkannya. Cara kerja checks
- Source repository terhubung dan dapat dijangkauLolos
- Lisensi open source (OSI)Lolos
- Ada commit atau release dalam satu tahun terakhirLolos
- Nama package tidak mirip dengan package populerLolos
- Remote endpoint menggunakan HTTPSTidak diperiksa
- Tools yang bersifat destruktif telah diberi labelTidak diperiksa
- Tidak ada instruksi tersembunyi untuk modelLolos
- Tidak ada advisory kritis pada paket atau dependensinyaLolos
README
Lihat di GitHubDevMap
Analyze once. Reuse context everywhere. A CLI that maps your codebase for developers and AI agents: entry points, critical files, features and routes.
Documentation · Website · GitHub
Every new AI chat about your code starts from zero — you re-explain the same codebase every time. DevMap fixes that.
It's a CLI that combines static analysis with optional AI
interpretation to build a structured, reusable understanding layer
of your project — once. That layer (.devmap/index.json, feature
maps, DEVMAP.md) is what you and any AI agent read afterward,
instead of re-scanning or re-pasting the whole repo. Full repo
source stays local — nothing gets sent wholesale to the AI model.
Install
npm install --global @flaid/devmap
Or run without a global install:
npx @flaid/devmap --help
Requirements
- Node.js 22.12 or newer
- An API key for an AI provider: Groq, OpenRouter, or any custom OpenAI-compatible endpoint
Static analysis still works when AI is not configured.
Quick Start
Run these commands from the root of the project you want to understand:
devmap init
devmap analyze
devmap onboarding
devmap doctor
devmap init selects a provider, validates its key, stores configuration locally, prepares
.devmap/, generates DEVMAP.md, and integrates with AGENTS.md safely.
AI Provider Setup
Choose Groq, OpenRouter, or a custom OpenAI-compatible endpoint with the arrow keys during:
devmap init
Groq keys are available at https://console.groq.com/keys. OpenRouter keys are available at https://openrouter.ai/keys.
For custom endpoints, DevMap asks for the base URL (prefilled with
http://localhost:20128/v1) and lists the models your server exposes, so any
OpenAI-compatible self-hosted gateway works out of the box.
For OpenRouter, DevMap prompts:
OpenRouter model [openrouter/free]:
Press Enter to use the free router, or type any free or paid OpenRouter model ID. The selected model is saved and used as the primary choice.
For non-interactive Groq setup:
GROQ_API_KEY="your-key" devmap init
On PowerShell:
$env:GROQ_API_KEY="your-key"
devmap init
Remove-Item Env:GROQ_API_KEY
For non-interactive OpenRouter setup:
OPENROUTER_API_KEY="your-key" devmap init
The key is stored locally in ~/.devmap/config.json. Requests go directly from
your machine to the selected provider. DevMap does not send the key to a
DevMap-owned server.
Commands
devmap init
devmap analyze
devmap analyze --fresh
devmap map # full project map
devmap map <feature-or-file> # scoped to one feature or file
devmap flow # curated top flows
devmap flow <feature-or-route>
devmap explain <target> # file, feature, or function
devmap onboarding --write
devmap onboarding --write --language id
devmap doctor
devmap config model auto
devmap mcp # run as an MCP server
Groq and OpenRouter use the model selected during init. Change either provider's model with:
devmap config model <model-id>
devmap config model auto
MCP Server
devmap mcp runs DevMap as a Model Context Protocol
server over stdio. An AI agent asks the project map questions with tool calls and
gets structured JSON back, instead of reading a whole context file up front.
devmap analyze
claude mcp add devmap -- npx -y @flaid/devmap mcp
Other clients launch the same command (npx -y @flaid/devmap mcp) as a stdio server:
{
"mcpServers": {
"devmap": {
"command": "npx",
"args": ["-y", "@flaid/devmap", "mcp"]
}
}
}
Tools: devmap_overview, devmap_map, devmap_flow, devmap_routes,
devmap_impact, devmap_find, devmap_analyze and, only with --allow-ai,
devmap_explain.
The server is read-only and static by default: no AI provider is contacted unless
you start it with --allow-ai, and it only writes inside .devmap/ when the agent
calls devmap_analyze or you start it with --auto-refresh. Every answer reports
whether the snapshot is stale. See the
MCP guide for client
setup and tool inputs.
Generated Context
DevMap generates:
.devmap/index.jsonfor lightweight AI-agent navigation.devmap/features/*.jsonfor focused feature maps and source priority.devmap/snapshot.jsonfor the full structured project analysis archiveDEVMAP.mdfor human and AI-agent usage guidance- a small DevMap block in
AGENTS.mdonly after confirmation when the file already exists
Existing AGENTS.md and DEVMAP.md files are never overwritten.
For AI Agents
Read .devmap/index.json first, open the relevant feature map, and inspect its
sourcePriority files. Use .devmap/snapshot.json only when the lightweight
navigation layer is insufficient.
Use --json for scripts, editors, CI, or AI agents:
devmap analyze --json
devmap onboarding --json
devmap doctor --json
JSON mode writes one parseable JSON document to stdout without ANSI colors, terminal decoration, or streamed partial output.
Supported Stacks
- Frontend: Next.js, Astro, SvelteKit, Nuxt, Remix, React Router v7, TanStack Router/Start, Expo Router, SolidStart, Qwik City, Angular, React, Vue, Svelte
- Backend: Express, NestJS, Fastify, Hono, Elysia, Koa, AdonisJS
Detection covers the full list above; Next.js and Express receive the deepest analysis. Multi-package workspaces are classified per project type, so a monorepo containing a CLI and a web app is reported as both.
Privacy
- Project analysis runs locally before AI interpretation.
- Full repository source is not sent to the selected provider.
.envfiles and common generated directories are ignored.- API keys are stored locally and should never be committed.
Links
- Repository: https://github.com/itsflaid/devmap
- Issues: https://github.com/itsflaid/devmap/issues
- Changelog: https://github.com/itsflaid/devmap/blob/main/CHANGELOG.md
License
MIT
Pertanyaan tentang devmap MCP
Bagaimana cara menambahkan devmap MCP ke Claude Code?
Jalankan claude mcp add devmap -- npx -y @flaid/devmap di terminal Anda. Tambahkan --scope user agar tersedia di semua proyek.
Bagaimana cara menambahkan devmap MCP ke Cursor?
Buka ~/.cursor/mcp.json dan tambahkan server di bawah mcpServers, menggunakan config Cursor yang ditunjukkan di bagian instalasi di atas.
Apakah DevMap mengirimkan seluruh codebase saya ke penyedia AI?
Tidak, seluruh source repository tetap berada di lokal dan tidak dikirim secara keseluruhan ke model AI.
Penyedia AI apa saja yang didukung?
DevMap mendukung Groq, OpenRouter, atau endpoint kustom apa pun yang kompatibel dengan OpenAI.
Bisakah saya menggunakan DevMap tanpa penyedia AI?
Ya, static analysis tetap berfungsi meskipun AI belum dikonfigurasi.