Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
US weather & geo for AI agents: forecasts, alerts, earthquakes, elevation, geocoding. No keys.
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.
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Works in Claude on the web, desktop and mobile:
https://weather.selflabbs.com/mcpRun this in your terminal
claude mcp add --transport http weather-intel https://weather.selflabbs.com/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"weather-intel": {
"url": "https://weather.selflabbs.com/mcp"
}
}
}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": {
"weather-intel": {
"type": "http",
"url": "https://weather.selflabbs.com/mcp"
}
}
}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.
ChatGPT connects only to servers on the internet:
https://weather.selflabbs.com/mcpMenu names can differ slightly by plan and over time.
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.
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 selflabbs, 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.
The registry does not list a required key, though some servers ask you to sign in on first use.
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 (1.0.0) reached the registry 4 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, LexPact UK Contracts
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Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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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.
US weather, hazards and geospatial data for AI agents — as MCP tools your agent can call mid-task for forecasts, alerts, earthquakes and elevation. All from keyless US-government feeds. No API keys.
| Tool | What it does | Source |
|---|---|---|
geocode | Convert a US street address to latitude/longitude | US Census Bureau |
weather_forecast | Multi-day or hourly forecast for a US point | NWS / NOAA |
weather_current | Latest observed conditions from the nearest station | NWS / NOAA |
weather_alerts | Active warnings, watches and advisories by US state | NWS / NOAA |
earthquakes | Recent earthquakes, filterable by magnitude, time and area | USGS |
elevation | Ground elevation at a latitude/longitude | USGS |
US coverage. Have an address? Call geocode first, then the weather tools. No API keys required.
claude mcp add --transport http weather-intel https://weather.datakoot.com/mcp
Or point any MCP client at https://weather.datakoot.com/mcp.
Paste this into a terminal:
curl -s https://weather.datakoot.com/mcp \
-H 'content-type: application/json' \ -H 'accept: application/json, text/event-stream' \ -d '{"jsonrpc": "2.0", "id": 1, "method": "tools/call", "params": {"name": "weather_forecast", "arguments": {"lat": 36.37, "lon": -94.21}}}'
You get the multi-day National Weather Service forecast for Bentonville, AR — no API key, nothing to sign up for.
Or point any MCP client at the URL and just ask your agent, in plain language:
Weather data comes from the National Weather Service / NOAA API; earthquakes and elevation from the USGS; address geocoding from the US Census Bureau geocoder. All are US-government public domain.
Part of Datakoot — keyless intelligence APIs for AI agents.