Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Usage & quota tracker for AI subscription accounts (StepFun, Command Code)
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.
QUOTA_MCP_MASTER_KEY, QUOTA_MCP_DB비밀로 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": {
"quota": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"-e",
"QUOTA_MCP_MASTER_KEY",
"-e",
"QUOTA_MCP_DB",
"ghcr.io/limitcool/quota-mcp:0.3.2"
],
"env": {
"QUOTA_MCP_MASTER_KEY": "your-value",
"QUOTA_MCP_DB": "your-value"
}
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add quota --env QUOTA_MCP_MASTER_KEY=your-value --env QUOTA_MCP_DB=your-value -- docker run -i --rm -e QUOTA_MCP_MASTER_KEY -e QUOTA_MCP_DB ghcr.io/limitcool/quota-mcp:0.3.2실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"quota": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"-e",
"QUOTA_MCP_MASTER_KEY",
"-e",
"QUOTA_MCP_DB",
"ghcr.io/limitcool/quota-mcp:0.3.2"
],
"env": {
"QUOTA_MCP_MASTER_KEY": "your-value",
"QUOTA_MCP_DB": "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": {
"quota": {
"type": "stdio",
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"-e",
"QUOTA_MCP_MASTER_KEY",
"-e",
"QUOTA_MCP_DB",
"ghcr.io/limitcool/quota-mcp:0.3.2"
],
"env": {
"QUOTA_MCP_MASTER_KEY": "your-value",
"QUOTA_MCP_DB": "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.
QUOTA_MCP_DB 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 GitHub 계정 limitcool 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
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: QUOTA_MCP_MASTER_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(0.3.2)은 2개월 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Docker도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Kanal Varna — drains, leaks & plumbing (Varna, BG)
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.
Drain unblocking, leak detection & plumbing in Varna, Bulgaria: services, prices, areas, contact
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
English | 简体中文
A usage & quota tracker for AI subscription accounts. It pulls the balances, subscription expiry dates and rate-limit windows that are scattered across vendor dashboards into one place, and exposes them through both a REST management API and an MCP query surface — point your agent (Hermes, Claude Code, …) at it with one config line and it can answer "how much quota do I have left?" on its own.
Two platforms supported today:
| Platform | Data source | Credential | What you can see |
|---|---|---|---|
StepFun (阶跃星辰, .ai intl / .com China) | platform.stepfun.{ai,com} console Connect RPC | Browser session (Oasis-Token, ~2 h, auto-renewed) + optional plan key | Plan & expiry, 5-hour / weekly / subscription credit windows, access keys under the account, session health |
| Command Code (commandcode.ai) | Undocumented /alpha/* endpoints on api.commandcode.ai | A single Bearer API key | Plan (GOAT/Pro/Max/…), 5-hour / weekly / monthly windows, balances, billing-period request stats |
Highlights:
go build -o quota-mcp ./cmd/quota-mcp
export QUOTA_MCP_MASTER_KEY=$(openssl rand -hex 32)
./quota-mcp -db data/quota-mcp.db -listen 127.0.0.1:8780
After startup:
http://127.0.0.1:8780/healthz health checkhttp://127.0.0.1:8780/api/stepfun/accounts REST listhttp://127.0.0.1:8780/mcp MCP endpointThe alpha/API-key plane is the easy one — a permanent Bearer key:
curl -X POST http://127.0.0.1:8780/api/commandcode/accounts \
-H 'Content-Type: application/json' \ -d '{"service":"cc-myname","api_key":"user_xxx","label":"primary"}'
Get the key from commandcode.ai/settings/keys (shown once at creation). The server validates it with whoami first and refuses to store a rejected key.
The internal/session plane mirrors the browser: pass session_text (the whole Cookie: header, a document.cookie dump, or the bare __Secure-commandcode_prod_.session_token value). It is validated against billing/credits and never stored unless it passes. Sessions expire, so refresh them from CookieCloud or by copying the cookie again from DevTools:
curl -X POST http://127.0.0.1:8780/api/commandcode/accounts \
-H 'Content-Type: application/json' \ -d '{"service":"cc-myname","session_text":"__Secure-commandcode_prod_.session_token=eyJ..."}'
When both are stored the API key wins. Each enrol overwrites the credential planes it was given — re-enrolling with only api_key clears any stored session, and vice-versa, so a rotation is never silently skipped.
Oasis-Token is an HttpOnly cookie, so document.cookie cannot read it — copy it from a request header in DevTools. Paste the whole Cookie: header (or the bare token) to the server:
curl -X POST http://127.0.0.1:8780/api/stepfun/accounts \
-H 'Content-Type: application/json' \ -d '{"service":"ai-412848664332275712","region":"ai","session_text":"Oasis-Token=eyJ...; Oasis-Webid=...","email":"me@example.com"}'
Protocol findings from real-world testing (all handled in code):
.ai Oasis-Token cookie value is two JWTs concatenated (8 segments); the console only accepts the whole value — a single segment gets you token is illegal.ai returns second-level strings, .com returns milliseconds; the code infers by magnitude.com device tokens live only 30 minutes and its RefreshToken returns a degraded token — .com sessions need periodic re-importmode 1, data plane always token is illegal), so renewal must happen before expiry; a degradation guard refuses to store such tokensGET /api/stepfun/accounts List (masked view)
POST /api/stepfun/accounts Enrol/update (stored only if at least one plane probes OK) POST /api/stepfun/accounts/{service}/probe Probe (auto-renews once on console auth failure) POST /api/stepfun/accounts/{service}/renew Force-renew the console session POST /api/stepfun/accounts/{service}/register?region=ai Register an anonymous device slot (self-test) DELETE /api/stepfun/accounts/{service} Delete POST /api/stepfun/probe Probe all (cron-friendly)
GET /api/commandcode/accounts List (masked view) POST /api/commandcode/accounts Enrol/update (api_key or session_text; stored only if it probes OK) POST /api/commandcode/accounts/{service}/probe Probe DELETE /api/commandcode/accounts/{service} Delete POST /api/commandcode/probe Probe all
Two ways to connect — pick either:
1. Streamable HTTP (served on /mcp) — for always-on deployments:
mcp_servers:
quota: url: http:// :8780/mcp
2. stdio — for clients that spawn the server themselves (Claude Code, containers, mcp-publisher-style registry installs):
# local binary
quota-mcp -stdio
docker run -i --rm -v quota-mcp-data:/data ghcr.io/limitcool/quota-mcp:latest
Works the same way from Claude Code or any other MCP client.
All tools are read-only:
| Tool | Description |
|---|---|
quota_list_accounts | List every account: plan, expiry, remaining quota, session/key status (masked) |
quota_probe_account | Live-probe one account (hits upstream, takes a few seconds) |
quota_probe_all | Serially probe all accounts and refresh the cache |
quota_status | Summary: per-platform counts of serving / limited / invalid / needs-relogin, plus a one-line status per account |
quota_check_alerts | Firing alerts: low quota, upcoming expiry, dead session, rejected key, window exceeded |
quota_report | The scheduled-digest payload: all account numbers + current alerts |
quota-mcp owns condition detection (it holds the data and runs a 60 s background loop); scheduling and delivery belong to your agent platform. A hermes-style wiring:
A background evaluator refreshes stale probe data (>5 min), evaluates rules, keeps a firing/resolved state machine in SQLite (alert_events), and POSTs only the transitions to a webhook — the same alert never repeats until it clears and fires again.
Rules: credit_low (remaining share below threshold), expiring_soon (subscription/billing period ending within N days), session_dead (StepFun console session needs re-import), key_rejected (Command Code key got 401/403), window_limited (rate window exceeded).
QUOTA_MCP_ALERT_WEBHOOK_URL=http://<hermes>:8642/webhooks/quota \
QUOTA_MCP_ALERT_CREDIT_PCT=0.2 \ QUOTA_MCP_ALERT_EXPIRY_DAYS=7 \ ./quota-mcp -listen 0.0.0.0:8780
Payload pushed on each transition:
{
"source": "quota-mcp", "at": "2026-09-21T15:52:30Z", "fired": [{"kind":"credit_low","provider":"stepfun","service":"ai-…","severity":"warn","title":"订阅额度即将耗尽","detail":"剩余 13%(阈值 20%),2026-10-20 重置"}], "resolved": [] }
No webhook? No problem — hermes (or anything) can poll instead:
# hermes mcp_servers
mcp_servers: quota: url: http:// :8780/mcp
then have a hermes cron every 15–30 min call quota_check_alerts and hermes send anything new. Same for GET /api/alerts?history=20.
quota_report (or GET /api/report) returns a stable, agent-friendly payload: every account's plan / expiry / remaining quota / session state / window usage / request stats, plus current alerts. Point hermes's existing 09:30 cron at it: one turn calls the tool, composes the message, and delivers via hermes send. No scheduler is duplicated inside quota-mcp.
| Variable | Default | Meaning |
|---|---|---|
QUOTA_MCP_ALERT_CREDIT_PCT | 0.2 | Fires when remaining share drops below this |
QUOTA_MCP_ALERT_EXPIRY_DAYS | 7 | Fires when subscription/billing period ends within N days |
QUOTA_MCP_ALERT_WEBHOOK_URL | — | POST target for alert transitions; empty = record only (pull mode) |
Example (quota_status output — what an agent would read to answer "how much quota is left?"):
{
"stepfun": { "total": 2, "healthy": 2, "attention": 0, "accounts": ["ai-4128…: ok (10 models)", "com-3766…: ok (0 models)"] }, "commandcode": { "total": 1, "serving": 1, "limited": 0, "key_rejected": 0, "accounts": ["cc-limitcool: serving GOAT"] } }
cmd/quota-mcp/ Entrypoint (flags/env config, one port serving both surfaces)
internal/store/ SQLite + AES-256-GCM encryption + schema internal/stepfun/ StepFun protocol client + account registry + background renewer internal/commandcode/ Command Code protocol client + account registry internal/api/ REST management surface (net/http, no framework) internal/mcpsrv/ MCP query surface (modelcontextprotocol/go-sdk) internal/alerts/ Alert rules + firing/resolved state machine + webhook push internal/digest/ Scheduled-digest payload for cron consumers
QUOTA_MCP_MASTER_KEYBinaries for Linux / macOS / Windows (amd64 + arm64) are attached to each GitHub Release. Grab the latest:
# example: linux amd64
curl -LO https://github.com/limitcool/quota-mcp/releases/latest/download/quota-mcp_linux_amd64 chmod +x quota-mcp_linux_amd64
Image is published to ghcr.io/limitcool/quota-mcp (amd64 + arm64) on every main push (:main) and tag (:v1.0.0, :latest).
docker run -d --name quota-mcp \
-p 8780:8780 \ -v quota-mcp-data:/data \ -e QUOTA_MCP_MASTER_KEY=$(openssl rand -hex 32) \ ghcr.io/limitcool/quota-mcp:latest
Or with the bundled compose file (QUOTA_MCP_MASTER_KEY is required, put it in .env):
echo "QUOTA_MCP_MASTER_KEY=$(openssl rand -hex 32)" > .env
docker compose up -d
The database lives in the /data volume (QUOTA_MCP_DB=/data/quota-mcp.db). Back up the master key — losing it makes every stored credential unreadable.
MIT