Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Track and query EzStat metrics from Claude, Cursor, or any MCP agent. StatHat-compatible.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
EZSTAT_API_KEY, EZSTAT_BASE_URL비밀로 표시된 값은 내 계정의 열쇠예요. 절대 다른 사람과 공유하거나 채팅에 붙여 넣지 마세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"ezstat": {
"command": "npx",
"args": [
"-y",
"ezstat-mcp-server"
],
"env": {
"EZSTAT_API_KEY": "your-value",
"EZSTAT_BASE_URL": "your-value"
}
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add ezstat --env EZSTAT_API_KEY=your-value --env EZSTAT_BASE_URL=your-value -- npx -y ezstat-mcp-server실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"ezstat": {
"command": "npx",
"args": [
"-y",
"ezstat-mcp-server"
],
"env": {
"EZSTAT_API_KEY": "your-value",
"EZSTAT_BASE_URL": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"ezstat": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"ezstat-mcp-server"
],
"env": {
"EZSTAT_API_KEY": "your-value",
"EZSTAT_BASE_URL": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
EZSTAT_BASE_URL env이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 도메인 ezstat.dev 기준으로 확인되었어요(레지스트리가 도메인 소유를 확인해요)
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
입력해야 할 값: EZSTAT_API_KEY
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.7.0)은 3개월 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Node.js도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, FlyDocs
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
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.
Spec-driven development workflow: your agent works issues, sessions and the status lifecycle.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
A standalone Model Context Protocol server for EzStat. Let Claude / Cursor / any MCP-compatible agent push and read your metrics natively — no copy-paste, no dashboard hop. This is the product behind the "metrics your agents write and read themselves" positioning: every agent that touches your code can also touch your observability.
The server speaks stdio (the standard transport for local agent runners) and — as a hosted endpoint at `https://mcp.ezstat.dev` — streamable HTTP, exposing the same seven focused tools. Each tool description is written for an agent audience so the model knows when to call it.
Agents can connect to the hosted streamable-HTTP endpoint with nothing but an EzStat API key — no npm install, no local process:
{
"mcpServers": { "ezstat": { "type": "http", "url": "https://mcp.ezstat.dev", "headers": { "Authorization": "Bearer ezkey_your_api_key_here" } } } }
Authorization: Bearer ; the server holds no key of its own and each connection only ever sees its own account.initialize and tools/list work without a key, so clients and registry inspectors can introspect the tool surface before you configure anything.This hosted endpoint also satisfies the requirements for hosted/remote listings on MCP registries (e.g. Smithery's hosted-server path) — see server.json's remotes entry.
The stdio transport below remains fully supported and is still the right choice when you want the server running locally under your own runner.
| Tool | What it does |
|---|---|
track_metric | Record a metric point your app "produced" — counter (+N, default +1) or gauge (e.g. 42.5 ms). |
ask_ezstat | Ask a natural-language question about your metrics (the agent-read path). |
read_stat | Structured read of a stat: latest value + series + summary (count/min/max/avg/sum) for a window. |
list_stats | List the account's metrics (names + types + description). |
create_alert | Create a webhook alert on a stat (threshold / %-change / heartbeat / sustained). |
list_alerts | List the account's alerts (id, stat, condition, channel, enabled, last fire). |
delete_alert | Delete an alert by id. |
Tool descriptions are tuned for agent reasoning — see src/server.ts.
# pnpm
pnpm add -g ezstat-mcp-server
npm install -g ezstat-mcp-server
Claude Desktop (~/.config/Claude/claude_desktop_config.json on macOS/Linux, %APPDATA%\Claude\claude_desktop_config.json on Windows):
{
"mcpServers": { "ezstat": { "command": "ezstat-mcp-server", "env": { "EZSTAT_API_KEY": "ezkey_your_api_key_here" } } } }
Cursor (~/.cursor/mcp.json):
{
"mcpServers": { "ezstat": { "command": "ezstat-mcp-server", "env": { "EZSTAT_API_KEY": "ezkey_your_api_key_here" } } } }
Get your API key from https://ezstat.dev (it's the "ezkey").
npx -y @smithery/cli install ezstat-mcp-server --client claude
Or visit https://smithery.ai/server/ezstat-mcp-server and click Install.
EzStat is a dead-simple hosted metrics service: one HTTP POST in, a live chart out. No SDK, no collector daemon, no YAML, no dashboard builder. Counters and value/gauge stats auto-create on first POST; charts, share/embed, and CSV/JSON export are built in, and Ask-Your-Data (live) answers plain-English questions from your own metrics, with every number verified against the retrieved data before it reaches you.
Flat monthly pricing by tracked stats — $19 / $49 / $149 — plus a card-gated free tier (no charge; see your data live before paying). Your data is yours: export any time, cancel any time. Anomaly detection and metric correlations are live. Features that are not shipped yet (alerts, weekly digest) are marked *coming soon* on the site rather than sold — what you see live is what works.
If your api.stathat.com calls stopped and your dashboards went dark: EzStat speaks StatHat's wire format — the same /ez, /c, /v endpoints, same params, same response. The migration is usually one line:
# before
curl -X POST https://api.stathat.com/ez -d "stat=messages sent" -d "ezkey=KEY" -d "count=1"
curl -X POST https://api.ezstat.dev/ez -d "stat=messages sent" -d "ezkey=EZSTAT_KEY" -d "count=1"
One gotcha, and it is the important one: check the response BODY, not the status code. Because the wire format is StatHat's, a *rejected* write (stale key, wrong key, quota hit) still returns HTTP 200, with the verdict in the body — {"status":200,"msg":"ok"} means recorded, {"status":"error","msg":"..."} means it was not. An unmodified StatHat client reports those as successes while your charts keep rendering old data, so nothing looks broken. New code should send X-EzStat-Strict: 1 on /ez and get real HTTP status codes instead. (This server already does the right thing: it treats an error body as a failure regardless of the HTTP code.) After switching, confirm points are *arriving* with ezstat.dev/tools/ezstat-verify.py — documented at ezstat.dev/docs#verify.
Most StatHat client libraries take a base-URL override in one line. Saved a StatHat CSV/JSON export? The importer recreates your stats and backfills history (8 MB / 500k points per file). Full guide: docs/stathat-migration.md · ezstat.dev/migrate/stathat — including the migrator deal: free tier to see it live first, a 12-month price-lock, and white-glove import for the first 25 migrations.
Your coding agent deploys, tests, and ships — it should also be the one tracking and reading the numbers. That's this server: metrics your agents write and read themselves. The reasoning: docs/agent-native-metrics.md · comparison with StatHat/StatFlow/Datadog: ezstat.dev/vs.
| Variable | Required | Default | Notes |
|---|---|---|---|
EZSTAT_API_KEY | yes | — | Your EzStat API key (the "ezkey"). Never hardcode. Never log. |
EZSTAT_BASE_URL | no | https://api.ezstat.dev | Override for staging / self-hosted. |
EZSTAT_TIMEOUT_MS | no | 10000 | Per-request timeout in milliseconds. |
EZSTAT_INGEST_PATH | no | /api/ez | Override if you proxy the EZ endpoint. |
EZSTAT_QUERY_PATH | no | /api/v1/query | Ask-Your-Data path. |
EZSTAT_STATS_LIST_PATH | no | /api/v1/stats | Stats list path. |
A starter .env.example is shipped.
The tools map to real EzStat API routes (all auth by EzStat API key):
| Tool | Method | Path | Auth |
|---|---|---|---|
track_metric | POST | /api/ez | ezkey in JSON body |
ask_ezstat | POST | /api/v1/query | Authorization: Bearer |
read_stat | GET | /api/v1/stats/:name | Authorization: Bearer |
list_stats | GET | /api/v1/stats | Authorization: Bearer |
create_alert | POST | /api/v1/alerts | Authorization: Bearer |
list_alerts | GET | /api/v1/alerts | Authorization: Bearer |
delete_alert | DELETE | /api/v1/alerts/:id | Authorization: Bearer |
track_metric calls the StatHat-compatible EZ ingest ({"ezkey","stat","count"?,"value"?,"t"?}). Counter semantics: omit both count and value to record count=1 (counter +1).ask_ezstat calls Ask-Your-Data ({"query":"..."} → {answer, data, intent, ...}). This is the agent read path — count it as an agent read for usage tracking.read_stat returns the stat's recent series + summary; pass from/to (Unix seconds, converted to ISO 8601 at the HTTP boundary) to bound the window. The bucket width is auto-derived from the requested span (≤6h → minute, ≤7d → hour, >7d → day).list_stats returns the account's stats; pass type to filter to counter or value.pnpm install
pnpm build # tsc → dist/ pnpm start # node dist/index.js (stdio MCP server) pnpm test # vitest run — fully mocked network, no real HTTP pnpm dev # tsx watch src/index.ts
pnpm start requires EZSTAT_API_KEY to be set; the server exits with a clear error otherwise (and never logs the key).
EZSTAT_API_KEY — never hardcoded, never printed.code (unauthorized, rate_limited, timeout, not_found, server_error, ...) and a human-readable message safe to relay.For Smithery / mcp.so / Glama listings:
ezstat-mcp-server0.8.0stdio (local) + streamable-http (hosted at https://mcp.ezstat.dev)The mcp block in package.json carries the same metadata so registry crawlers pick it up.
npx -y @smithery/cli publish (or submit via the web UI). The shipped smithery.yaml provides the install schema.The package is not published to npm automatically — publish manually after a release review.
MIT.