Spec Driven Development
by formulahendry
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Runs on your computer★ 440MITUpdated 14 months ago
Install
Geolocation MCP
Overview
Description from the maker (original English)
Geolocation tools (reverse geocoding, ip lookup, etc) using Jeleo Geolocation API
PopNx MCP’s three pillars
These three are never merged into one score: opinions, measurements and popularity are different things.
- User voiceiNo reviews yetReviews open together with accounts in a later step
- Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
- UsageiNot measured yet★ –
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: Other
- You need to fill in: YOUR_API_KEY
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).
- You fill in yourself:
YOUR_API_KEY,JELEO_API_URL
Values marked secret are keys to your account. Never share them or paste them into a chat.
You need
- DockerDocker installed
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": {
"geolocation": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"-e",
"YOUR_API_KEY",
"-e",
"JELEO_API_URL",
"ghcr.io/wtronk/geolocation-mcp:v1.0.0"
],
"env": {
"YOUR_API_KEY": "your-value",
"JELEO_API_URL": "your-value"
}
}
}
}Run this in your terminal
claude mcp add geolocation --env YOUR_API_KEY=your-value --env JELEO_API_URL=your-value -- docker run -i --rm -e YOUR_API_KEY -e JELEO_API_URL ghcr.io/wtronk/geolocation-mcp:v1.0.0Fill in the empty values before running it.
Or copy the settings yourself
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"geolocation": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"-e",
"YOUR_API_KEY",
"-e",
"JELEO_API_URL",
"ghcr.io/wtronk/geolocation-mcp:v1.0.0"
],
"env": {
"YOUR_API_KEY": "your-value",
"JELEO_API_URL": "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.
Or copy the settings yourself
Paste into .vscode/mcp.json in your project
{
"servers": {
"geolocation": {
"type": "stdio",
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"-e",
"YOUR_API_KEY",
"-e",
"JELEO_API_URL",
"ghcr.io/wtronk/geolocation-mcp:v1.0.0"
],
"env": {
"YOUR_API_KEY": "your-value",
"JELEO_API_URL": "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.
Values you fill in
- Your API key for the service
JELEO_API_URLenvBase URL for the Jeleo Geolocation API
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 7, 2026
- ✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account wtronk, 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 Otheri
- More stars than 0% of the other 32568 servers in this category
- Published to the registry more recently than 4% of the other 32568 servers in this category
- Basic checks equal to or better than 100% of the other 32568 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 Geolocation MCP 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?
You need to fill in: YOUR_API_KEY
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 (1.0.0) reached the registry 8 months ago.
Which apps can use it?
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Docker on your computer.
What can I use instead?
In the same category: Spec Driven Development, Remote Desktop Commander, FlyDocs
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
Remote Desktop Commander
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Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Runs in the cloud★ 211Updated yesterday
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FlyDocs
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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.
geolocation-mcp
This is a Model Context Protocol (MCP) server that acts as a wrapper around the GeoLocation API. It provides tools for LLMs (like Claude) to perform fast reverse geocoding and batch reverse geocoding (via IP and coordinates).
Tools
reverse_geocode: Get rich location metadata (city, country, population metrics, economic data) from latitude/longitude coordinates.batch_reverse_geocode: Resolve a list of multiple geographic coordinates in a single request.
Configuration
The MCP server requires an API Key and an API Base URL. You can retrieve them from https://jeleo.zone.id/. They are provided to the server as command-line arguments:
-apikey: Your Jeleo API Key-url: Base URL for the Jeleo API (default:https://www.jeleo.zone.id/api/geolocation)
Building and Running Locally
The server runs on standard input/output (stdio), which is standard for MCP. It's designed to be run as an executable or via Docker.
Using Docker (Recommended for Registry)
To build the Docker image:
docker build -t geolocation-mcp .To run it locally via Docker:
docker run -i --rm geolocation-mcp -apikey YOUR_API_KEYDirect Execution
If you have Go installed, you can build and run it directly:
go build -o geolocation-mcp main.go./geolocation-mcp -apikey YOUR_API_KEY
Adding to an MCP Client (e.g. Claude Desktop)
If you have published the image to a container registry, or just using it locally, add it to your claude_desktop_config.json:
Local Docker:
{"mcpServers": { "geolocation": { "command": "docker", "args": ["run", "-i", "--rm", "geolocation-mcp", "-apikey", "YOUR_API_KEY", "-url", "https://www.jeleo.zone.id/api/geolocation"] } } }