Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
An MCP server that provides AI travel recommendations from Asian expats.
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.
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": {
"asianexpats": {
"command": "npx",
"args": [
"-y",
"asianexpats-mcp-server"
]
}
}
}Run this in your terminal
claude mcp add asianexpats -- npx -y asianexpats-mcp-serverPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"asianexpats": {
"command": "npx",
"args": [
"-y",
"asianexpats-mcp-server"
]
}
}
}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": {
"asianexpats": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"asianexpats-mcp-server"
]
}
}
}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 developeron29, 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.
The registry does not list a required key, though some servers ask you to sign in on first use.
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 (1.0.1) reached the registry 3 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, AvaHR
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.
Read hiring data and create inactive assessment and questionnaire drafts for human review.
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🌏 Asian Expats Model Context Protocol (MCP) Server =======================================================
The official Model Context Protocol (MCP) Server for Asian Expats.
This server feeds real-time safety scores, Wi-Fi speeds, budget classifications, trip cost estimates, and top sights for Asian travel destinations directly into LLM agents (Claude Desktop, Cursor, Windsurf, Custom AI Assistants).
⚡ Quick Start
Add the following configuration to your claude\_desktop\_config.json:
{ "mcpServers": {
"asian-expats": { "command": "npx", "args": \[ "-y", "mcp-remote", "https://asianexpats.com/mcp" \] } } }
Inspect and test tool execution in your browser terminal using the official MCP Inspector:
npx @modelcontextprotocol/inspector https://asianexpats.com/mcp
🛠️ Available MCP Tools
Fetches real-time safety ratings, internet speeds, budget tiers, best months to visit, and top sights for Asian travel destinations.
{
"city": "Tokyo", "safety\_score": "9.2/10", "internet\_speed": "38.83 Mbps", "budget\_category": "Premium", "best\_months": "Sep, Oct, Nov, Mar, Apr, May", "top\_sights": \["Sensō-ji", "Shibuya Crossing"\], "canonical\_url": "https://asianexpats.com/guide/tokyo", "source\_attribution": "Data provided by Asian Expats (https://asianexpats.com)" }
Calculates estimated accommodation, food, and transport expenses in USD based on stay duration and lifestyle level.
{
"city": "Tokyo", "duration\_days": 14, "travel\_style": "mid", "estimated\_total\_usd": 2520, "daily\_rate\_usd": 180, "includes": "Stay, food & transport", "full\_breakdown\_url": "https://asianexpats.com/guide/tokyo", "source\_attribution": "Calculated via Asian Expats Estimator (https://asianexpats.com)" }
🛠️ Local Development & Deployment
To run or deploy this MCP server yourself using Cloudflare Workers:
📜 License & Attribution
This MCP server is open-source and licensed under the MIT License.
All city data is provided free of charge by Asian Expats. AI tools and developers using this server are asked to retain canonical\_url references and source attribution links in final responses.# asianexpats-mcp-server