Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者による説明(英語の原文)
US NWS weather alerts and 5-day forecasts for AI agents. $0.01 per call.
この3つを1つのスコアにまとめることはしません。意見、測定、人気はそれぞれ別のものだからです。
このサーバーのやさしい解説はまだ書いていません。以下はレジストリから読み取った事実です。
使っているAIアプリを選んで、設定をコピーしてください。
必要なもの
どのアプリを使っていますか?
上でアプリを選んでください。選んだアプリを覚えておくので、次からはボタンに「…にインストール」と表示されます。
ウェブ、デスクトップ、モバイルのClaudeで使えます:
https://agent-evidence.thx93.dev/weather/mcpClaude Desktop → Settings → Developer → Edit Config を開き、claude_desktop_config.json にこれを貼り付けます
{
"mcpServers": {
"weather": {
"command": "npx",
"args": [
"-y",
"@thx93/mcp-weather-server"
]
}
}
}ターミナルでこれを実行します
claude mcp add --transport http weather https://agent-evidence.thx93.dev/weather/mcpclaude mcp add weather -- npx -y @thx93/mcp-weather-serverプロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"weather": {
"url": "https://agent-evidence.thx93.dev/weather/mcp"
}
}
}プロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"weather": {
"command": "npx",
"args": [
"-y",
"@thx93/mcp-weather-server"
]
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
プロジェクトの .vscode/mcp.json に貼り付けます
{
"servers": {
"weather": {
"type": "http",
"url": "https://agent-evidence.thx93.dev/weather/mcp"
}
}
}プロジェクトの .vscode/mcp.json に貼り付けます
{
"servers": {
"weather": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@thx93/mcp-weather-server"
]
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
ChatGPTがつなげるのは、インターネット上のサーバーだけです:
https://agent-evidence.thx93.dev/weather/mcpメニューの名前は、プランや時期によって少し違うことがあります。
選んだアプリは、この端末のCookieに保存されます。アカウントは不要です。
この設定は、作者のレジストリ登録情報から作成しています。READMEと違う場合は、READMEに従ってください。
このサーバーのツール一覧はまだ読み取っていません。エンドポイントは順番にチェックしています。
誰でも見られる情報をチェックしており、コードは読んでいません。当てはまらない項目は数に入れていません。 · 2026年11月7日にチェック
レジストリ名は、リポジトリを所有するGitHubアカウント Thx93 で確認済みです
このリポジトリはまだGitHubから読み取っていません
このリポジトリはまだGitHubから読み取っていません
まだチェックしていません。エンドポイントは順番にチェックしています
まだチェックしていません。エンドポイントは順番にチェックしています
まだチェックしていません。エンドポイントをチェックするときにツール一覧を読み取ります
レジストリでこのカテゴリにある有効なすべてのサーバーと比較しています。スターは、公開者がリポジトリの所有者である場合だけ数えます。
当てはまる基本チェック1項目のうち1項目に合格しました。コードは読んでいません。キーやトークンを追加する前に、サーバーがどんなアクセスを求めているかを確認し、必要な権限だけを持つキーを使ってください。
レジストリには必須のキーは載っていません。ただし、最初に使うときにサインインを求めるサーバーもあります。
どちらでも使えます。パソコンにインストールしても、クラウド版につないでもかまいません。
GitHubリポジトリの最終更新は–、最新バージョン(1.2.1)がレジストリに届いたのは15 日前です。
Claude Desktop、Claude Code、Cursor、VS CodeなどのMCP対応アプリで使えます。URLでつながるので、リモートMCPサーバーに対応したアプリ(開発者モードのChatGPTなど)でも使えます。
同じカテゴリには:Spec Driven Development, Remote Desktop Commander, FactLot
同じカテゴリで、ほかの作者が作ったサーバー。スターの多い順。
カードの見方:★ GitHubスターi3つの柱:レビュー · チェック · 利用状況i更新=最新バージョンをレジストリに公開した日i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
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Cited CRE facts and deterministic calculators for agents: rent, CAM, debt sizing, IRR, parcel IDs.
作者のリポジトリから書かれたとおりにコピーしたものです。PopNx MCPは内容を確認・推奨していません。HTML、画像、スクリプトは取り除いています。リンクはこのサイトの外へ移動します。
A minimal Model Context Protocol server that exposes US weather data from the National Weather Service API as two read-only tools.
The NWS API is free, keyless and US-only, so this server needs no credentials and no account to run.
| Tool | Input | Returns |
|---|---|---|
get-alerts | state — two-letter code, e.g. CA | Active weather alerts for that state |
get-forecast | latitude, longitude | The next five forecast periods for that point |
Both tools are annotated readOnlyHint: true and destructiveHint: false, so a host that respects tool annotations can invoke them without asking first. Both reach out to api.weather.gov and are marked openWorldHint: true for that reason.
Running it yourself costs nothing. There is also a hosted version, paid per call in USDC on Base over x402, for agents that would rather not carry a Node process and a data layer:
https://agent-evidence.thx93.dev/weather/mcp
It serves the same two tools, with the same output schemas and the same null fallbacks, plus a free health tool and free tools/list so the service can be discovered and probed before paying. Discovery is free; a tools/call for get-alerts or get-forecast returns 402 with the price. Both are declared read-only, so a host that respects annotations will not ask twice.
The server.json in this repository advertises that remote, so an MCP client can install it by registry name rather than by cloning anything.
npm install
npm test # builds, then runs the suite npm run build # compile only node build/index.js
The suite drives the real server over InMemoryTransport with the NWS API stubbed, so npm test touches no network and needs no credentials. It covers tool discovery and annotations, the get-alerts and get-forecast data paths, the fallbacks for fields the NWS sends as null, the failure contract, and input validation.
Running node build/index.js speaks the MCP protocol over stdio: it prints to stderr and waits for a client on stdin, so it is meant to be launched by a host rather than by hand.
Most MCP hosts use the same three-line shape:
{
"mcpServers": { "weather": { "command": "node", "args": ["/absolute/path/to/mcp-weather-server/build/index.js"] } } }
Or straight from npm — published 2026-10-19:
npx -y @thx93/mcp-weather-server
Or, equivalently, as a client config entry:
{
"mcpServers": { "weather": { "command": "npx", "args": ["-y", "@thx93/mcp-weather-server"] } } }
Or straight from the repository, with no registry account needed:
npm install github:Thx93/mcp-weather-server
That path works because prepare builds the server during the install; build/ is not committed, so without it the bin would point at a file that does not exist. It was verified end to end — install from GitHub, then speak MCP to the result, and both tools list with object output schemas.
The tools return the National Weather Service's own data, so correctness is checkable rather than asserted. On 2026-10-19, api.weather.gov reported one active alert for TX and a paid call to the hosted get-alerts returned exactly one - Event: Flood Advisory - for the same state.
That matters more than it sounds: the sibling evidence service carries a documented reliability gap in its *verdict* (see its docs/evidence-quality.md), while these tools have no inferred judgement to get wrong. They fetch and reshape; the values are the NWS's.
Failures are tool results, not protocol errors. A request the NWS cannot answer — a non-US location, an outage, a timeout — comes back as { isError: true, content: [{ type: "text", text: " " }] }. That is the MCP contract for "this call was well formed and the work failed", as distinct from a JSON-RPC error, which means the call itself was broken. A client can show the text to a user and retry.
The NWS is slow to give up and we are not. Every request carries a 10-second timeout, so a stalled upstream surfaces as a failed tool call instead of a hung one.
Missing fields fall back rather than printing `null`. The NWS returns null for fields it does not have. A missing event name renders as Unknown, a missing temperature as Unknown — never the literal string null.
`get-forecast` returns at most five periods. Enough to answer "what is the weather like", short enough for a context window.
Both tools declare an outputSchema and return structuredContent, and both schemas are objects: get-forecast returns { latitude, longitude, periods }, get-alerts returns { alerts: [...] }.
get-alerts previously declared a top-level array, which protocol revision 2026-07-28 does permit. It was changed because a client on the widely-deployed MCP SDK rejects the entire tools/list response when it meets an array schema — invalid_value: expected "object" — so such a client cannot connect to the server at all. Wrapping the array in an object is what makes these tools reachable from ordinary clients; the textual summary a model reads is unchanged.
What is this? An MCP (Model Context Protocol) server that exposes US weather data from the National Weather Service as two read-only tools, get-alerts and get-forecast. It runs over stdio when you install it, and the same code is served over streamable HTTP at https://agent-evidence.thx93.dev/weather/mcp where it is paid per call.
Do I need an API key? No. The National Weather Service API needs no key, and neither the local server nor the hosted endpoint asks for one, for an account, or for a signup.
How much does it cost? Running it yourself is free — it is ISC-licensed and published as @thx93/mcp-weather-server on npm. The hosted endpoint charges 0.01 USDC per call on Base through x402, which is how an agent with a wallet but no ability to sign up for anything can still call it.
Which locations are supported? US only. The data is the National Weather Service's, which covers the United States and its territories. A coordinate outside that coverage returns an error rather than a guess.
What do the tools return? get-alerts takes a two-letter state code and returns every active alert: event, area, severity, description and the official instruction. get-forecast takes a latitude and longitude and returns five forecast periods: name, temperature, wind speed and direction, and the plain-language forecast. Both declare an object output schema.
How do I add it to Claude Desktop, Cursor or another MCP client?
{
"mcpServers": { "weather": { "command": "npx", "args": ["-y", "@thx93/mcp-weather-server"] } } }
Why does it exist? It began as the MCP "Build a server" tutorial and was extended: typed output schemas, read-only annotations, a bounded fetch, an explicit failure contract and a test suite.
Started from the Build an MCP server tutorial and then went past it: typed output schemas, read-only tool annotations, a bounded fetch with an explicit failure contract, and a test suite. Licensed ISC.