Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
MCP server for Africa API — access data on all 54 African countries through Claude
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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.
AFRICA_API_KEYValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
Which app do you use?
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Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"africa-api": {
"command": "npx",
"args": [
"-y",
"africa-api-mcp"
],
"env": {
"AFRICA_API_KEY": "your-value"
}
}
}
}Run this in your terminal
claude mcp add africa-api --env AFRICA_API_KEY=your-value -- npx -y africa-api-mcpFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"africa-api": {
"command": "npx",
"args": [
"-y",
"africa-api-mcp"
],
"env": {
"AFRICA_API_KEY": "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": {
"africa-api": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"africa-api-mcp"
],
"env": {
"AFRICA_API_KEY": "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.
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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 africa-api, 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: AFRICA_API_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 (0.1.1) reached the registry 7 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, Systemdox
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.
Your architecture in your agents' context: checks, specs, ADRs and docs over MCP, at write time.
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.
An MCP server that gives Claude direct access to the Africa API — comprehensive data on all 54 African nations including economic indicators, markets, trade, government, elections, and policies.
Sign up at africa-api.com and create an API key from your dashboard.
The server runs on demand via npx — nothing to install or host. Pick your client:
Claude Code (one command):
claude mcp add africa-api -e AFRICA_API_KEY=your-api-key-here -- npx -y africa-api-mcp
Claude Desktop — add to ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows), then restart:
{
"mcpServers": { "africa-api": { "command": "npx", "args": ["-y", "africa-api-mcp"], "env": { "AFRICA_API_KEY": "your-api-key-here" } } } }
Cursor — add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project) with the same mcpServers block as above.
VS Code (Copilot agent mode) — one command:
code --add-mcp '{"name":"africa-api","command":"npx","args":["-y","africa-api-mcp"],"env":{"AFRICA_API_KEY":"your-api-key-here"}}'
Any other MCP client works with the same npx -y africa-api-mcp command plus the AFRICA_API_KEY environment variable. The server is also listed in the MCP Registry as io.github.africa-api/africa-api-mcp.
Once connected, Claude can answer questions like:
41 tools across 9 domains:
| Domain | Tools | What It Covers |
|---|---|---|
| Countries | 4 | Country details, profiles, real-time signals for all 54 nations |
| Indicators & Data | 4 | 200+ indicators (GDP, population, health, energy, trade, etc.), time-series queries, country rankings |
| Government | 6 | Heads of state, cabinets, leadership terms — current and historical |
| Elections | 5 | Election results, upcoming elections, country overviews |
| Markets | 8 | Stock exchanges, index levels, listed securities, price history, FX rates |
| Trade | 4 | Bilateral trade flows, top partners, product breakdowns |
| Policies | 6 | Laws, regulations, policy timelines, lifecycle events |
| Sources & platform | 3 | Data provenance and platform info — World Bank, IMF, UN, Ember, central banks |
| Geographies | 1 | Continent / region / subregion hierarchy |
All tools are read-only (annotated readOnly + idempotent) and return both human-readable text and structured JSON output for programmatic clients.
| Environment Variable | Required | Default | Description |
|---|---|---|---|
AFRICA_API_KEY | Yes | — | Your Africa API bearer token |
AFRICA_API_BASE_URL | No | https://api.africa-api.com | Override for local development |
git clone https://github.com/africa-api/africa-api-mcp.git
cd africa-api-mcp npm install npm run build
AFRICA_API_KEY=your-key node dist/index.js
AFRICA_API_KEY=your-key npx @modelcontextprotocol/inspector node dist/index.js
MIT