GitHub
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
作者による説明(英語の原文)
Read-only MCP for AI usage profiles, leaderboards, stats, and docs; no writes or private data.
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://usagemax.com/mcpターミナルでこれを実行します
claude mcp add --transport http usagemax https://usagemax.com/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": {
"usagemax": {
"url": "https://usagemax.com/mcp"
}
}
}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": {
"usagemax": {
"type": "http",
"url": "https://usagemax.com/mcp"
}
}
}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://usagemax.com/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。
ツールの名前と説明は、サーバーが2026年11月9日に返したそのままの内容です。書いたのは作者で、私たちではありません。プレーンテキストとして表示しています。
public_profileRead one opt-in public UsageMax profile and aggregate statistics.
leaderboardRead the public UsageMax leaderboard (maximum 100 rows).
network_statsRead aggregate public UsageMax network statistics and render the optional inline observability view.
ask_siteAsk a bounded natural-language question about UsageMax and receive cited public resources.
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10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 SYMBaiEX 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
172ミリ秒で応答(HTTP 200)
サインイン不要
4件のツールの説明を読み、AIへの隠れた指示は見つかりませんでした
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3項目のうち3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。
作者のクラウドで動きます。インストール不要でインターネット経由でつながりますが、送った内容は作者のサーバーを通ります。
GitHubリポジトリの最終更新は–、最新バージョン(1.0.0)がレジストリに届いたのは2 か月前です。
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:GitHub, Desktop Commander, Cloudflare MCP
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:↓ 週あたりのダウンロードi★ 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
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
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。
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
冒頭だけを表示しています。続きはリポジトリで読めます