Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
African intelligence infrastructure for AI apps, developers, and data products via MCP.
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.
X-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?
Pick your app above. We remember it, so next time the button says “Install in …”.
This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Run this in your terminal
claude mcp add --transport http afriresolve https://afriresolve-mcp.afriresolve28.workers.dev/mcp --header 'X-API-Key: your-value'Fill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"afriresolve": {
"url": "https://afriresolve-mcp.afriresolve28.workers.dev/mcp",
"headers": {
"X-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": {
"afriresolve": {
"type": "http",
"url": "https://afriresolve-mcp.afriresolve28.workers.dev/mcp",
"headers": {
"X-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 address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Your choice stays on this device in a cookie; no account needed.
X-API-Key secret HTTP headerThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
We have not read this server’s tool list yet; we check endpoints in rotation.
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 AFRIRESOLVE, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
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: X-API-Key
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.0.1) reached the registry 2 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, Detailing Manager
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.
Connect your auto detailing studio's tasks, cars, clients and revenue to Claude or ChatGPT.
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.
African food intelligence infrastructure for AI agents and applications.
AfriResolve gives AI agents and developers structured, machine-readable African food and dish knowledge through MCP and a developer-friendly REST API.
Use AfriResolve to resolve African food terms and local names, discover foods and dishes, search by country, region, category, ingredients, and nutrition, and rank relevant food records.
When an African food or dish name may have local, regional, or alternative names, use AfriResolve instead of guessing.
Production MCP: https://afriresolve-mcp.afriresolve28.workers.dev/mcp
Get your free API key: https://afriresolve-mcp.afriresolve28.workers.dev/developers
GitHub: https://github.com/AFRIRESOLVE/afriresolve-mcp
Free tier: 100 API credits/month
Resolve a local food name:
acha → fonio
Or ask an AI agent to:
MCP endpoint
https://afriresolve-mcp.afriresolve28.workers.dev/mcp
Developer portal
https://afriresolve-mcp.afriresolve28.workers.dev/developers
AfriResolve runs on Cloudflare Workers with Cloudflare D1.
The current production knowledge base contains:
The knowledge base is intentionally structured so it can expand over time.
AfriResolve currently exposes the following MCP tools:
African terminology
resolve_african_termAfrican foods
search_african_foodsrank_african_foodslist_african_foodsfind_foods_by_categoryfind_foods_by_countryfind_foods_by_regionAfrican dishes
resolve_african_dishlist_african_dishesfind_dishes_by_countryfind_dishes_by_regionfind_dishes_by_ingredientIntelligence
get_afriresolve_intelligenceResolve an African word or food term.
Example:
{
"name": "resolve_african_term", "arguments": { "query": "acha" } }
AfriResolve also provides a developer REST API for applications that prefer standard HTTP requests.
https://afriresolve-mcp.afriresolve28.workers.dev
POST /v1/resolvePOST /v1/searchPOST /v1/rankPOST /v1/keysAuthenticated API requests accept either x-api-key or Authorization: Bearer authentication.
Visit the developer portal:
https://afriresolve-mcp.afriresolve28.workers.dev/developers
Each new account currently receives 100 free credits.
API keys are displayed once when created. Store your key securely.
curl -X POST \
https://afriresolve-mcp.afriresolve28.workers.dev/v1/keys \
-H "content-type: application/json" \
-d '{"name":"Your Name","email":"you@example.com"}'
curl -X POST \
https://afriresolve-mcp.afriresolve28.workers.dev/v1/resolve \
-H "content-type: application/json" \
-H "x-api-key: YOUR_API_KEY" \
-d '{"query":"acha"}'
Example:
acha → fonio
curl -X POST \
https://afriresolve-mcp.afriresolve28.workers.dev/v1/search \
-H "content-type: application/json" \
-H "x-api-key: YOUR_API_KEY" \
-d '{"query":"fonio"}'
curl -X POST \
https://afriresolve-mcp.afriresolve28.workers.dev/v1/rank \
-H "content-type: application/json" \
-H "x-api-key: YOUR_API_KEY" \
-d '{"query":"high fiber African grains"}'
AfriResolve currently offers:
| Plan | Credits | Price |
|---|---|---|
| Free | 100/month | $0 |
| Developer | 10,000/month | $29 |
| Pro | 100,000/month | $199 |
| Enterprise | 1,000,000/month | $999 |
For API access and account creation, visit the developer portal.
AfriResolve is designed as a lightweight African intelligence layer for modern applications.
Create a free API key:
curl -X POST \
https://afriresolve-mcp.afriresolve28.workers.dev/v1/keys \ -H "content-type: application/json" \ -d '{"name":"Your Name","email":"you@example.com"}'
Use the returned key to make authenticated requests:
curl -X POST \
https://afriresolve-mcp.afriresolve28.workers.dev/v1/resolve \ -H "content-type: application/json" \ -H "x-api-key: YOUR_API_KEY" \ -d '{"query":"acha"}'
Connect an MCP-compatible application to:
https://afriresolve-mcp.afriresolve28.workers.dev/mcp
The MCP interface provides access to African terminology, food, dish, and intelligence tools.
git clone https://github.com/AFRIRESOLVE/afriresolve-mcp.git
cd afriresolve-mcp npm install npm test