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제작자가 쓴 설명(영어 원문)
Read-only MCP for AI usage profiles, leaderboards, stats, and docs; no writes or private data.
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.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
웹, 데스크톱, 모바일의 Claude에서 쓸 수 있어요:
https://usagemax.com/mcp터미널에서 이 명령어를 실행하세요
claude mcp add --transport http usagemax https://usagemax.com/mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"usagemax": {
"url": "https://usagemax.com/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"usagemax": {
"type": "http",
"url": "https://usagemax.com/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요:
https://usagemax.com/mcp메뉴 이름은 요금제나 시기에 따라 조금 다를 수 있어요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
아직 이 서버의 도구 목록을 읽지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 9일 점검
레지스트리 이름이 GitHub 계정 SYMBaiEX 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트를 점검할 때 도구 목록을 읽어요
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.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
제작자의 클라우드에서 실행돼요. 설치 없이 인터넷으로 연결하지만, 보내는 내용은 제작자의 서버를 거쳐요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(1.0.0)은 2개월 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되기 때문에, 원격 MCP 서버를 지원하는 앱(예: 개발자 모드의 ChatGPT)에서도 쓸 수 있어요.
같은 카테고리에는: GitHub, Desktop Commander, Cloudflare MCP
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:↓ 주간 다운로드i★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
MCP server for terminal commands, file operations, and process management
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
UsageMax
Your AI work, in perspective.
A private-by-default usage ledger for people and teams building with AI.
Live app · Docs · Integrations · Pricing · How we count · Issues
UsageMax reconciles the AI usage histories already on your computers into one clear view of tokens, model mix, tracked cost, sessions, and activity. The open-source CLI performs bounded local scans and uploads aggregate snapshots to the versioned UsageMax API.
The short version: one-shot collector, private by default, public only by
choice. Prompts and completions never leave the computer.
| Surface | Purpose |
|---|---|
| Private workspace | Compare computers, providers, models, projects, and cost centers in one tenant-scoped view. |
| Public profile | Opt-in profile, leaderboard, activity, model mix, cost estimate, and streaks. |
| Collector API | Installation-bound, write-only snapshots and content-free telemetry. |
| `usagemax` CLI | A bunx-friendly scanner with archive recovery, safe diagnostics, and optional OS scheduling. |
| Agent interfaces | Bounded OpenAPI, MCP, Markdown, WebMCP, A2A, and installable skill surfaces. |
The physical HUD/screen project is intentionally separate from this repository. It can consume UsageMax telemetry, but it is not required to use the platform.
Sign in at usagemax.com/account, choose Link a computer, give it a name, and copy the one-use command. The code is valid for ten minutes and can be used once.
Run the command on the computer or WSL distribution that owns the history:
bunx usagemax link UMX-XXXX-XXXX-XXXX-XXXX
bunx usagemax link UMX-XXXX-XXXX-XXXX-XXXX --name "Work laptop"
The first link performs a full one-shot sync. Every installation receives a stable random ID, so relinking or renaming it rotates its key without creating a duplicate device.
bunx usagemax sync --dry-run --explain # inspect the bounded plan
bunx usagemax sync # upload changed usage bunx usagemax sync --full # reconcile all retained history bunx usagemax status --remote # check the saved credential safely
The CLI checks npm's latest dist-tag at most twice per day. Run usagemax update to update a global installation through Bun or npm; use --check for a read-only check. Run usagemax update sync to hand a command to the current release without typing @latest, or set USAGEMAX_AUTO_UPDATE=1 for an explicit automatic handoff. Use --no-update-check or set USAGEMAX_DISABLE_UPDATE_CHECK=1 in offline environments. Interactive terminals show a small stderr progress line; JSON, quiet, CI, and scheduled runs remain machine-readable and quiet.
UsageMax pins ccusage v20.0.24 and uses its 16 adapters: Amp, Claude Code, Codebuff, Codex, GitHub Copilot CLI, Factory Droid, Gemini CLI, Goose, Grok Build, Hermes, Kilo Code, Kimi CLI, OpenClaw, OpenCode, Pi, and Qwen Code. Named Pi-format stores are discovered as well.
The collector recognizes supported provider overrides, bounded home locations, Claude Desktop sessions, .cc-mirror, renamed Claude/Codex backup folders, and supported Windows homes from WSL. Normal syncs inspect known locations and immediate home entries; they do not crawl the whole disk.
bunx usagemax doctor # metadata-only coverage check
bunx usagemax doctor --deep --json # retained-history audit bunx usagemax sync --archives # one-time compressed-history recovery bunx usagemax report # local ccusage report bunx usagemax status --json # version, coverage, checkpoints, and link state bunx usagemax update --json # machine-readable npm release check
Full scans can catalog retained history from 2024 onward. A readable file inventory is not proof that an aggregate parser consumed every file and day. UsageMax reports those two states separately; counter decreases and missing rows remain protected unless the parser explicitly certifies its coverage. Unknown models stay unattributed; unknown pricing stays unknown.
Cursor, Windsurf, Aider, Continue, Cline, Roo Code, hosted agents, direct provider API traffic, and enterprise billing systems do not all expose a stable local ledger. Feed those through the native or OTLP/HTTP JSON contract, or use a provider billing export when local evidence is unavailable.
| Stays on the computer | May be uploaded |
|---|---|
| Prompts and completions | Aggregate token counters |
| Source code and file contents | Provider, model, and source names |
| Project paths and tool payloads | Dates, costs, and coverage state |
| Provider credentials and secrets | Opaque SHA-256 session identities |
The CLI is short-lived. It skips unchanged inventories, parses only the necessary date range, uses a local lock to prevent overlap, and never downloads a package per run. Optional scheduling invokes the same one-shot process and backs off after failures.
bun install -g usagemax
usagemax service install # approximately every 15 minutes usagemax service install --every 30 usagemax service status usagemax service uninstall
Scheduling is opt-in. macOS uses a user LaunchAgent, Linux/WSL uses a user systemd timer, and Windows uses Task Scheduler. Sleeping or battery-powered computers are not needlessly woken.
UsageMax has separate credentials for website sign-in, one-use linking, and collector writes. A collector key is exactly umx_ followed by 64 lowercase hexadecimal characters. It is generated server-side, displayed once, stored locally with user-only permissions, and stored by UsageMax only as a SHA-256 hash.
For an Advanced · custom telemetry collector key, pipe the secret through stdin. Never put it in a command-line argument, URL, request body, repository, or log:
set +x
set -o pipefail printf '%s' "$USAGEMAX_COLLECTOR_TOKEN" \ | bunx usagemax token status \ --json \ | jq -r '[.httpStatus, (if .ingestAuthorized then 1 else 0 end)] | @tsv'
token status and telemetry test are included in CLI 0.3.11. If a fresh environment still has an older npm tag, run usagemax update token status or use node packages/cli/src/cli.js token status from this repository until the new package is published.
To prove the authenticated write path, send one content-free agent_state event with all token and cost values set to zero:
set +x
set -o pipefail printf '%s' "$USAGEMAX_COLLECTOR_TOKEN" \ | bunx usagemax telemetry test \ --token-stdin \ --json
This writes one observability event and does not change token or spend totals. An unbound advanced key becomes bound to this CLI installation on its first accepted write. The CLI returns a non-zero exit code if the credential cannot ingest or the API rejects the event.
The numeric projection is deliberately small:
| Result | Meaning |
|---|---|
200 1 | Recognized, active, and authorized to ingest. |
200 0 | Recognized but blocked; inspect the redacted JSON status. |
409 0 | The installation UUID does not match the key binding. |
401 0 | The format/key was not accepted; the server does not reveal which reason. |
The read-only diagnostic reports credential type, scopes, activation state, profile/name, binding state, and last accepted/rejected write. It never returns the token, its hash, or the authorized UUID. Advanced keys are active immediately; they bind on the first valid write. Linked CLI keys are bound during the link exchange.
| Surface | URL |
|---|---|
| OpenAPI | openapi.json |
| Agent capability view | /?mode=agent |
| Public MCP | server-card.json |
| Documentation MCP | /docs-mcp |
| A2A card | agent-card.json |
| Skills index | agent-skills/index.json |
| MCP Registry metadata | server.json |
| Skill source and install docs | skills/ · skills.sh |
| Auth guide | /auth.md |
Public reads are bounded and unauthenticated. The public MCP servers are stateless, read-only, and do not expose private workspace data or collector credentials. Collector ingestion is a separate authenticated API boundary.
src/ Next.js web app, public routes, docs, and UI
convex/ Convex schema, authorization, ingestion, and projections packages/cli/ Distributable usagemax package docs/ Architecture, contracts, coverage, operations, and releases skills/ Direct-installable agent skills and source notes server.json MCP Registry submission metadata for the public remote server
For the documentation map, start with docs/README.md. It separates public product and integration guidance from contributor, operator, release, and historical records.
The public MCP server is published in the official Registry as io.github.SYMBaiEX/usagemax@1.0.0. The server.json file is the versioned source metadata for that listing; it contains no package or credential claim. The three `ski
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요