Prototype · Preview: every server in the official registry, synced every 30 minutes. Reviews and accounts come in a later step.
PopNx MCPMCP servers for people who use AI · explained in plain words

Devmap

by itsflaidversion 0.9.0i★ –iRuns on your computer
Registry nameio.github.itsflaid/devmap

Install

Overview

Description from the maker (original English)

Query a codebase map (routes, features, flows, impact) built by static analysis.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

  • Connection: Runs on your computer
  • Transport: stdio
  • Category: Developer tools

Install

Pick the AI app you use, then copy the settings.

Before you install

  • Basic checks: 1 of 1 passed
  • Runs on your computer with your user’s permissions (files, network, apps).
  • The registry lists no key to fill in.

You need

  • npmNode.js installed (for the npx command)

Which app do you use?

Pick your app above. We remember it, so next time the button says “Install in …”.

Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json

{
  "mcpServers": {
    "devmap": {
      "command": "npx",
      "args": [
        "-y",
        "@flaid/devmap",
        "mcp"
      ]
    }
  }
}

Run this in your terminal

claude mcp add devmap -- npx -y @flaid/devmap mcp

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "devmap": {
      "command": "npx",
      "args": [
        "-y",
        "@flaid/devmap",
        "mcp"
      ]
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "devmap": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@flaid/devmap",
        "mcp"
      ]
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.

Your choice stays on this device in a cookie; no account needed.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

Runs on your computer; the tool list appears in your AI app after you install it.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026

  • ✓ Pass

    Maker matches the repo

    The registry name was verified with the GitHub account itsflaid, which owns the repo

  • … Not checked yet

    Still maintained

    We have not read this repo from GitHub yet

  • … Not checked yet

    Has a licence

    We have not read this repo from GitHub yet

  • – Not applicable

    Endpoint responds

    This one runs on your computer; there is no internet endpoint

  • – Not applicable

    Sign-in with OAuth

    Runs on your computer and uses local settings instead

  • … Not checked yet

    No hidden instructions in tool descriptions

    Runs on your computer; we can only read tool lists from internet endpoints

Compared with others in Developer toolsi

  • More stars than 0% of the other 1383 servers in this category
  • Published to the registry more recently than 86% of the other 1383 servers in this category
  • Basic checks equal to or better than 100% of the other 1383 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is Devmap safe?

It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).

Is it still maintained?

The GitHub repo last changed –, and the latest version (0.9.0) reached the registry 6 days ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.

What can I use instead?

In the same category: GitHub, Desktop Commander, Cloudflare MCP

Alternatives

Servers in the same category from other makers, sorted by stars.

Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

GitHub

by github

GitHub’s official server lets AI read and manage code, issues and pull requests in your account. Use GitHub’s hosted version or run it locally with Docker.

Computer or cloud★ 34,245MITUpdated 3 days ago
Install

Desktop Commander

by wonderwhy-er

MCP server for terminal commands, file operations, and process management

Runs on your computer★ 10,225MITUpdated 15 days ago
Install

Cloudflare MCP

by cloudflare

Cloudflare MCP servers

Runs in the cloud★ 4,446Apache-2.0Updated 14 months ago
Install

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

DevMap

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 # scoped to one feature or file devmap flow # curated top flows devmap flow devmap explain # 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.json for lightweight AI-agent navigation
  • .devmap/features/*.json for focused feature maps and source priority
  • .devmap/snapshot.json for the full structured project analysis archive
  • DEVMAP.md for human and AI-agent usage guidance
  • a small DevMap block in AGENTS.md only 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.
  • .env files 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

Ask PopNx