Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Real-world intelligence MCP — macroeconomics, climate, disasters, trade & aviation.
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
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Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"globalpulse": {
"command": "npx",
"args": [
"-y",
"globalpulse-mcp-server"
]
}
}
}Run this in your terminal
claude mcp add globalpulse -- npx -y globalpulse-mcp-serverPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"globalpulse": {
"command": "npx",
"args": [
"-y",
"globalpulse-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": {
"globalpulse": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"globalpulse-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.
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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 gpavan1992, 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 (1.0.0) 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, LexPact UK Contracts
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.
Generate UK-law contracts: NDA, service, freelance, recruiter terms of business, IR35.
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A Model Context Protocol server for real-world intelligence — macroeconomics, climate, disasters, trade flows, aviation, and country data. All from globally trusted open APIs with no proprietary subscriptions required.
Built because no MCP server exists for institutional-grade global data — World Bank, UN, OpenSky, and ERA5 climate all in one place.
MCP endpoint: https://globalpulse-mcp-production.up.railway.app/mcp
Health check: https://globalpulse-mcp-production.up.railway.app/health
| Tool | Description |
|---|---|
globalpulse_worldbank_get_indicator | GDP, inflation, unemployment, trade, debt for any country (1960–present) |
globalpulse_worldbank_list_indicators | List the most useful World Bank indicator codes |
| Tool | Description |
|---|---|
globalpulse_weather_get_forecast | 7-day daily forecast for any lat/lon on Earth |
globalpulse_weather_get_historical | Historical climate back to 1940 using ERA5 reanalysis |
| Tool | Description |
|---|---|
globalpulse_disasters_get_active | Live global disaster alerts (earthquakes, cyclones, floods, volcanoes) |
globalpulse_disasters_get_by_country | Disaster history for a specific country |
| Tool | Description |
|---|---|
globalpulse_aviation_get_live_flights | Live ADS-B flights in any geographic bounding box |
globalpulse_aviation_get_flights_by_country | All airborne flights from a specific country right now |
| Tool | Description |
|---|---|
globalpulse_trade_get_bilateral_flows | Bilateral import/export flows by country pair and HS commodity code |
| Tool | Description |
|---|---|
globalpulse_countries_get_profile | Full country profile: capital, population, currencies, languages, borders |
globalpulse_countries_get_by_region | All countries in a region sorted by population, area, or name |
Edit ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows):
{
"mcpServers": { "🌐 GlobalPulse MCP": { "command": "npx", "args": [ "mcp-remote", "https://globalpulse-mcp-production.up.railway.app/mcp" ] } } }
{ "globalpulse": { "command": "npx", "args": [ "mcp-remote", "https://globalpulse-mcp-production.up.railway.app/mcp" ] } }
Once connected, ask your AI agent:
| Domain | Source | License | Key Required |
|---|---|---|---|
| Macroeconomics | World Bank Open Data | CC BY 4.0 | No |
| Weather & Climate | Open-Meteo + ERA5 | CC BY 4.0 | No |
| Disaster Alerts | UN GDACS | UN Open Data | No |
| Aviation | OpenSky Network | ODbL | No (free tier) |
| Trade Flows | UN Comtrade | UN Open Data | No (free tier) |
| Country Data | REST Countries | MPL 2.0 | No |
response_format: "markdown" (default) or "json" (for agent pipelines)19.076, 72.877 for Mumbai)"TOTAL" for commodity_code for best availabilityend_year=2022 for best coverageSee ROADMAP.md for the full build plan — Priority 2 (IMF, Copernicus satellite, USGS seismology, Global Forest Watch, OpenAQ, ECB FX rates) and Priority 3 (WHO health, NASA EONET, WTO tariffs, NOAA climate) are documented with tool names, API sources, and business value rationale.
~29 tools across 16 global APIs planned total.
PRs welcome — especially for Priority 2 tools. Open an issue to claim a tool before starting work.
MIT — built by Pavan Kumar Galiveeti