Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
MCP server for the Geomelon geographic API — stdio and remote HTTP transports
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.
GEOMELON_API_KEY, PORTValues 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": {
"930m310n": {
"command": "npx",
"args": [
"-y",
"geomelon-mcp"
],
"env": {
"GEOMELON_API_KEY": "your-value",
"PORT": "your-value"
}
}
}
}Run this in your terminal
claude mcp add 930m310n --env GEOMELON_API_KEY=your-value --env PORT=your-value -- npx -y geomelon-mcpFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"930m310n": {
"command": "npx",
"args": [
"-y",
"geomelon-mcp"
],
"env": {
"GEOMELON_API_KEY": "your-value",
"PORT": "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": {
"930m310n": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"geomelon-mcp"
],
"env": {
"GEOMELON_API_KEY": "your-value",
"PORT": "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 7, 2026
The registry name was verified with the GitHub account 930m310n, 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: GEOMELON_API_KEY, PORT
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 (1.0.7) reached the registry 6 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, EmbeddedCI BenchPod
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
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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.
MCP server for the Geomelon geographic API. Exposes cities, countries, regions, and languages as tools any MCP-compatible AI client can call.
Looking for other ways to integrate? See all official libraries at geomelon.dev/libraries.
Two transports are included:
| Binary | Transport | Use case |
|---|---|---|
geomelon-mcp | stdio | Claude Desktop, Cursor, Cline, Continue |
geomelon-mcp-http | HTTP (Streamable) | Claude Code, remote / hosted server |
No GEOMELON_API_KEY? Run the server anyway — it starts up with just the search_cities_autocomplete tool, backed by the free oneshot host, no signup required. Every other tool needs a key. This is the fastest way to try the server before subscribing on RapidAPI.
Geomelon also runs a public hosted instance of this same keyless demo — no npx, no local process. Point any remote-MCP-capable client (Claude web/desktop connectors, ChatGPT connectors, MCP Inspector, etc.) at:
https://mcp.geomelon.dev/mcp
It exposes only search_cities_autocomplete, same as running the server yourself with no API key. For the full 22-tool set, run your own instance (below) with your RapidAPI key.
Create a .env file in the directory you'll run the server from:
cp .env.example .env
Start the server (dotenv loads .env automatically):
npx geomelon-mcp-http
Register it with Claude Code:
claude mcp add --transport http geomelon http://localhost:3000/mcp
Verify it's connected:
claude mcp list
The server must be running whenever you use Claude Code. To use a different port set PORT=your_port and update the URL in the claude mcp add command accordingly.
Add to ~/Library/Application Support/Claude/claude_desktop_config.json:
{
"mcpServers": { "geomelon": { "command": "npx", "args": ["-y", "geomelon-mcp"], "env": { "GEOMELON_API_KEY": "your_rapidapi_key_here" } } } }
Restart Claude Desktop after saving.
Add to your editor's MCP config:
{
"geomelon": { "command": "npx", "args": ["-y", "geomelon-mcp"], "env": { "GEOMELON_API_KEY": "your_rapidapi_key_here" } } }
Create a .env file on your server:
cp .env.example .env
Start the server:
npx geomelon-mcp-http
Then register with any MCP client using http://your-host:3000/mcp as the URL.
The HTTP transport is stateless — each request is independent, no session management needed. CORS is wide open (Access-Control-Allow-Origin: *) since this transport is meant to be reachable by browser-based remote-MCP clients too. GET / (or /health) returns a small JSON status object — useful for uptime checks — reporting whether the instance has a key configured ("mode": "full" or "mode": "keyless-demo").
| Tool | Description |
|---|---|
search_cities | Search by name, country code, region, population range, sort order |
get_city | Full details for a city by UUID |
get_city_translations | All name translations for a city by UUID |
get_city_settlement_types | Settlement-type classifications for a city by UUID |
cities_by_coordinates_closest | Cities nearest to a lat/lon, ordered by distance |
cities_by_coordinates_largest | Largest cities near a lat/lon, ordered by population |
cities_distance | Distance in km between two cities |
| Tool | Description |
|---|---|
list_countries | List countries, filter by name prefix or telephone dialing code |
get_country | Full details for a country by UUID (includes translations and regions) |
get_country_translations | Name translations for a country by UUID |
get_country_regions | All administrative regions for a country by UUID |
| Tool | Description |
|---|---|
list_regions | List regions, filter by country UUID |
get_region | Full details for a region by UUID |
get_region_translations | Name translations for a region by UUID |
| Tool | Description |
|---|---|
list_languages | List all languages in the database |
get_language | Details for a language by UUID |
| Tool | Description |
|---|---|
search_cities_autocomplete | Country-scoped, language-specific city name prefix search backed by pre-built static files. The only tool available in [keyless demo mode](#keyless-demo-mode). Works in keyed mode too — it's the fastest search path. |
See geomelon.dev/free-city-autocomplete-api for supported country/language pairs and the underlying HTTP endpoint.
These tools chain multiple API calls internally to save round-trips.
| Tool | Description |
|---|---|
find_cities_near_city | Given a city UUID, find nearby cities ordered by distance or population |
city_context | Fetch a city together with its full country and region details in one call |
country_overview | Fetch a country (by UUID or name), its regions, and top cities by population |
compare_cities | Fetch two cities and the distance between them in one call |
search_cities_in_country | Search cities using a country name instead of an ISO code |