Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Voice interface for Claude Code: talk to your agent and it talks back while it works.
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.
XAI_API_KEYValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
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": {
"noisy-coding": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"-e",
"XAI_API_KEY",
"docker.io/noisy/noisy-coding:2.13.3"
],
"env": {
"XAI_API_KEY": "your-value"
}
}
}
}Run this in your terminal
claude mcp add noisy-coding --env XAI_API_KEY=your-value -- docker run -i --rm -e XAI_API_KEY docker.io/noisy/noisy-coding:2.13.3Fill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"noisy-coding": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"-e",
"XAI_API_KEY",
"docker.io/noisy/noisy-coding:2.13.3"
],
"env": {
"XAI_API_KEY": "your-value"
}
}
}
}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.
Paste into .vscode/mcp.json in your project
{
"servers": {
"noisy-coding": {
"type": "stdio",
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"-e",
"XAI_API_KEY",
"docker.io/noisy/noisy-coding:2.13.3"
],
"env": {
"XAI_API_KEY": "your-value"
}
}
}
}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 6, 2026
The registry name was verified with the GitHub account noisy, which owns the repo
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: XAI_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 (2.13.3) reached the registry 3 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Docker on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, LickityClick
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.
Create, edit and track LickityClick short links, campaigns and click stats from your AI assistant.
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.
Talk to your coding agent while it works. Noisy Studio is a native desktop app with speech recognition, spoken replies, per-conversation voice and character settings, and a dashboard for the conversations you are following.
https://github.com/user-attachments/assets/331ca147-b325-4b89-9704-a3bba206f2f8
Download the macOS Apple Silicon app from Releases, move Noisy Studio.app to Applications, and open it. Complete provider and audio setup in the app. The app includes its own Python engine; ordinary Claude installation needs neither Python nor a separate service manager.
For Claude Code, install the companion plugin:
claude plugin marketplace add noisy/noisy-studio
claude plugin install noisy-studio@noisy
Restart Claude Code and ask it to set up Noisy Studio voice. Keep the app and plugin versions together: the plugin launches the engine bundled with the app. The internal plugin name remains noisy-studio for compatibility.
Installation and troubleshooting covers permissions, providers, updates, and a spoken round trip. The Codex preview uses the same app and currently requires uv for its integration processes. macOS is the validated release platform; other platforms are source development.
Use local development for the isolated daemon on 7765 and dashboard hot reload. The installed app owns 9765 and has separate settings. See desktop packaging for signed app builds.
main. Run it locally with cd dashboard && npm run storybook. Its title shows the commit it was built from, so a story can be cited by URL and version.API credentials belong in the app's provider settings, never in chat or source. Offline providers download their models on first use and then run locally.
V3 uses noisy-studio throughout packages, commands and integrations. Older installations need an explicit upgrade; see the agent-friendly upgrade and rollback guide before replacing an existing installation.