Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Private, programmable networking for the AI age: manage networks, devices, hubs and VPN.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
GHOST_API_KEYValues marked secret are keys to your account. Never share them or paste them into a chat.
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Download the maker’s .mcpb file
The link goes to the maker’s own file; we do not host or repackage it. Open the file and Claude Desktop installs it.
Run this in your terminal
Fill in the empty values before running it.
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.
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.
Runs on your computer; the tool list appears in your AI app after you install it.
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 7, 2026
The registry name was verified against the domain gh-o.net (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
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.
You need to fill in: GHOST_API_KEY
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).
The GitHub repo last changed –, and the latest version (0.41.0) reached the registry 18 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need MCPB on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, Zendesk
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
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Zendesk MCP Pack — tickets, users, organizations via OAuth.
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.
Private, Programmable Networking for the AI Age.
Manage your Ghost Networks private mesh (WireGuard-grade encryption) from any MCP client — Claude, Cursor, Codex, Gemini, Windsurf and others. Create networks, add and revoke devices, organize Phantom Hubs, issue Helbind Keys and BiFrost Passes, run Ghost VPN servers and route traffic through exit nodes, all in natural language.
The MCP server is built into the Ghost CLI (ghost-cli mcp): a single signed binary, no runtime or extra packages.
A Ghost Networks Enterprise plan (CLI, or CLI, API & VPN Server) and its API key. Plans start with a first month for $9.90 — see gh-o.net/pricing.
1. Install the Ghost CLI (it contains the MCP server). Skip this step if you use the .mcpb bundle.
macOS / Linux:
curl -fsSL https://gh-o.net/d/cli/install.sh | bash
brew install habloapp/ghost/ghost-cli
Windows (PowerShell as Administrator):
irm https://gh-o.net/d/cli/install.ps1 | iex
2. Add it to your client:
| Client | How |
|---|---|
| Claude Desktop | Download the .mcpb bundle for your platform from the latest release, open it and paste your API key. No CLI needed. |
| Claude Code (plugin) | /plugin install ghost --marketplace ghost-networks/ghost-mcp (with GHOST_API_KEY set in your shell, or after ghost-cli init ) |
| Claude Code (CLI) | claude mcp add ghost -e GHOST_API_KEY= -- ghost-cli mcp |
| Codex | codex mcp add ghost --env GHOST_API_KEY= -- ghost-cli mcp |
| Gemini CLI | gemini extensions install https://github.com/ghost-networks/ghost-mcp (asks for your API key) |
| Cursor | Button above, then replace |
| VS Code | Button above (asks for your API key) |
| Windsurf and others | Add the JSON below to the client's MCP configuration |
{
"mcpServers": { "ghost": { "command": "ghost-cli", "args": ["mcp"], "env": { "GHOST_API_KEY": " " } } } }
On the first tool call the CLI registers itself with your API key and stores its credentials locally (~/.ghost-cli/config.json). You can also run ghost-cli init once instead of setting GHOST_API_KEY.
41 tools covering networks, devices, Phantom Hubs, Helbind Keys, BiFrost Passes, Ghost VPN, roles and exit nodes. Full list with parameters: TOOLS.md (generated with ghost-cli mcp --list-tools).
Listing tools (tools/list) works without an API key, so you can inspect the server before subscribing.
Ghost Networks™ is a trademark of HabloApp Inc. BiFrost Pass*, Phantom Hubs* and Helbind Keys* are patent-pending technologies.