Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Self-hosted gateway aggregating upstream MCP servers behind one authenticated HTTP endpoint.
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.
GOMODEL_MASTER_KEY, MCP_SERVERSValues 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": {
"gomodel": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"-e",
"GOMODEL_MASTER_KEY",
"-e",
"MCP_SERVERS",
"docker.io/enterpilot/gomodel:0.2.1"
],
"env": {
"GOMODEL_MASTER_KEY": "your-value",
"MCP_SERVERS": "your-value"
}
}
}
}Run this in your terminal
claude mcp add gomodel --env GOMODEL_MASTER_KEY=your-value --env MCP_SERVERS=your-value -- docker run -i --rm -e GOMODEL_MASTER_KEY -e MCP_SERVERS docker.io/enterpilot/gomodel:0.2.1Fill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"gomodel": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"-e",
"GOMODEL_MASTER_KEY",
"-e",
"MCP_SERVERS",
"docker.io/enterpilot/gomodel:0.2.1"
],
"env": {
"GOMODEL_MASTER_KEY": "your-value",
"MCP_SERVERS": "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": {
"gomodel": {
"type": "stdio",
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"-e",
"GOMODEL_MASTER_KEY",
"-e",
"MCP_SERVERS",
"docker.io/enterpilot/gomodel:0.2.1"
],
"env": {
"GOMODEL_MASTER_KEY": "your-value",
"MCP_SERVERS": "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.
MCP_SERVERS envThese 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 ENTERPILOT, 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: GOMODEL_MASTER_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 (0.2.1) reached the registry 7 days 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, Symantec Cloud DLP AIops
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.
Governed Symantec Cloud DLP — 14 MCP tools, read-only with audit.
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.
GoModel - The last AI gateway you will ever need
GoModel is the fastest and the most resource-efficient AI Gateway ( the self-reproducible benchmarks ). It's an alternative to LiteLLM (which was hacked recently) and Portkey (which is no longer maintained on GitHub).
(click on the animation ↑ to see the live demo)
GoModel saves you money and nerves.
Money - because you can remember the responses on this layer (caching), track your spending and do tricks like prompt compression and intelligent routing.
Nerves - because we strive to achieve good quality and reliability. Our ambition is to be the last AI gateway you will need - the most reliable, resource-optimal, feature-rich and fast.
Step 1: Install and start GoModel
Docker
docker run --rm -p 8080:8080 \
-v gomodel_data:/app/data \ enterpilot/gomodel
macOS / Linux
curl -fsSL https://gomodel.enterpilot.io/install.sh | sh
gomodel
Windows (PowerShell)
irm https://gomodel.enterpilot.io/install.ps1 | iex
gomodel
ℹ️ Configure GoModel with .env, a config.yaml file, or manage the most important settings directly in the dashboard.
ℹ️ See .env.template for the complete list of environment variables, including all available providers.
Step 2: Open the dashboard and add a provider
http://localhost:8080/admin/dashboard
Step 3: Make an API call
curl http://localhost:8080/v1/responses \
-H "Content-Type: application/json" \ -d '{ "model": "gpt-5-chat-latest", "input": "Hello!" }'
GoModel accepts requests in two compatible formats:
/v1/v1/messagesThe official SDKs therefore work unchanged. Configure their base URLs as follows:
http://localhost:8080/v1http://localhost:8080 (the SDK appends /v1/messages)See the Providers Overview for the full per-provider feature matrix.
Infrastructure only (Redis, PostgreSQL, MongoDB, Adminer - no image build):
cp .env.template .env
docker compose up -d
Full stack (adds GoModel + Prometheus; builds the app image):
docker compose --profile app up -d
GoModel resolves configuration in the following order, with each source overriding those to its left:
Good defaults → config.yaml → .env → exported environment variables
See the Configuration reference for the full list of settings.
/p/{provider}/..., with GoModel auth and tracking.so at startupGoModel Pro is the commercial build: the same gateway, configuration, and dashboard, with licensed extensions.
More in the documentation...
Not ready for Pro? Sponsor GoModel to keep the open-source gateway moving.
See the roadmap for GoModel Pro and the upcoming 0.3.0 release.
Goal: $1K/month - ~15% achieved!
If GoModel saves you money or time, become a sponsor or try GoModel Pro.
We are on Discord. Feel free to stop by and tell us what you think about GoModel.