Context7
Up-to-date docs for AI agents
作者による説明(英語の原文)
Search and manage Hamster briefs, tasks, plans, and knowledge; trigger delivery from your agent.
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://tryhamster.com/mcpターミナルでこれを実行します
claude mcp add --transport http hamster https://tryhamster.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": {
"hamster": {
"url": "https://tryhamster.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": {
"hamster": {
"type": "http",
"url": "https://tryhamster.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://tryhamster.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。
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 gethamster 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。
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(0.1.1)がレジストリに届いたのは18 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:Context7, Codebase Memory, Exa
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
Up-to-date docs for AI agents
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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。
Install Hamster. One plugin. Talk through hosted MCP or the CLI. Keep the plan on disk, then ship from it.
This is the Hamster product: Agent Plugins skills on every supported client, hosted MCP on every client that supports MCP and installs from GitHub or a marketplace, plus generated native execution workers on Claude Code, GitHub Copilot CLI, and Grok Build. The CLI is how the plan stays in this repo. It is not a second install.
Installation differs by client. If you use more than one, install Hamster separately for each one.
https://github.com/gethamster/plugin at User scope and select Import.On Enterprise, an admin must allow marketplace imports. Once Hamster is on the Cursor marketplace, /add-plugin hamster works too:
/add-plugin hamster
Grok Bot is not a separate Hamster package. It uses the same Cursor account and plugin library, so the Cursor install above is the Grok Bot install. Do not run /add-plugin in the Grok Bot chat. If Grok Bot shows "Complete GitHub auth to sync installed plugins", complete GitHub auth when Grok Bot asks.
/plugin marketplace add gethamster/plugin
/plugin install hamster@hamster-plugins
codex plugin marketplace add gethamster/plugin
codex plugin add hamster@hamster-plugins
You can also launch codex, run /plugins, and install hamster@hamster-plugins.
The Hamster listing in OpenAI's Plugins Directory, used by Codex and ChatGPT, is a zip of this same plugin produced by node scripts/build-codex-bundle.mjs: the Codex manifest, the hosted MCP connector in .mcp.json, the skills, and the listing images. CI builds it on every push and uploads it as a workflow artifact, and the artifact download is the zip to upload to the directory.
One section differs. The zip replaces the "Install the CLI" section of skills/setup/SKILL.md with codex-directory/install-cli.md: when the CLI is missing, setup asks you to install it yourself from CLI binary instead of running the installer, then signs you in and syncs as usual.
Hamster connects to your workspace through the hosted MCP server. Coding skills require access to your repository and a shell.
From a clone of this repository:
agy plugin install ./plugins/hamster
Or from GitHub:
agy plugin install https://github.com/gethamster/plugin/plugins/hamster
Both install plugins/hamster, the folder every other client installs. The bare repository URL also works, but agy then imports the root as a Gemini CLI extension and drops the agents' model settings; running the command above replaces that install in place.
If Hamster 3.2 is already installed, uninstall it before you install 3.4. An in-place Antigravity install retains the four skill directories renamed in 3.4.
agy plugin uninstall hamster
agy plugin install https://github.com/gethamster/plugin/plugins/hamster
In the Antigravity app (2.15 or newer), authenticate hamster_hamster under Settings → Customizations → Installed MCP Servers. The plugin registers that server itself, so a manual hamster entry in mcp_config.json would add a second copy of every tool.
Using GitHub Copilot CLI, Gemini CLI, Grok Build, OpenCode, or Pi? See More install options.
copilot plugin marketplace add gethamster/plugin
copilot plugin install hamster@hamster-plugins
To sign in to the hosted MCP server, run /mcp auth hamster.
gemini extensions install https://github.com/gethamster/plugin
To sign in to the hosted MCP server, run /mcp auth hamster.
grok plugin install gethamster/plugin --trust
To sign in to the hosted MCP server, open /mcps, select hamster, and press i.
OpenCode takes the skills and the hosted MCP server in two steps. Run these in your project folder:
npx skills add gethamster/plugin --agent opencode
opencode mcp add hamster --url https://tryhamster.com/mcp
Add --global to npx skills add to install into ~/.agents/skills/ instead of the current project (opencode mcp add --url needs OpenCode 1.17.0 or later).
To sign in to the hosted MCP server, run opencode mcp auth hamster.
pi install npm:@tryhamster/pi
To track the repository instead of npm releases, run pi install git:github.com/gethamster/plugin.
The Pi package installs the skills only. To connect the hosted MCP server, add it and sign in:
pi mcp add hamster --url https://tryhamster.com/mcp
pi mcp login hamster
https://tryhamster.com/mcp, or hamster chat when MCP tools are unavailable and the CLI is signed in. Your client owns the Hamster sign-in.hamster auth login, and syncs the plan.Claude Code and Copilot CLI list these as /hamster: . Cursor and Grok Build list them as / , and Pi as /skill: . In OpenCode, ask for one by name, or in OpenCode 2 mention it as @setup. The table uses the Claude form.
| Skill | Persona | Description |
|---|---|---|
/hamster:setup | — | Install the CLI, sign in, and sync the plan into this repo |
/hamster:ask-hamster [request] | Workspace Copilot | Connect current code with workspace priorities, blockers, blueprints, or related work (hosted MCP when the client has it; hamster chat otherwise) |
/hamster:ship [brief] | Release Engineer | Ship a brief: merge base, implement in parallel, test, review, bisectable commits, PR |
/hamster:plan-hamster [brief] | Tech Lead + CEO/Eng modes | Analyze brief with optional founder or architecture review |
/hamster:resume-hamster [brief] | — | Resume interrupted execution from where you left off |
/hamster:review-hamster | Staff Engineer | Paranoid two-pass code review (CRITICAL then INFORMATIONAL) |
/hamster:qa [mode] | QA Lead | Systematic testing: diff-aware, full, quick, regression |
/hamster:retro [days] | Eng Manager | Engineering retrospective with metrics, trends, team analysis |
Four skills carry a -hamster suffix because Cursor invokes plugin skills as a bare /skill-name, and ask, plan, and resume are Cursor's own concepts — cursor-agent --mode takes plan and ask, --resume selects a session — so short names compete with them there. review is renamed with that family so Cursor's command list stays one convention. Claude Code namespaces plugin skills as / : and they cannot conflict, so on Claude the suffix is redundant and you type /hamster:ask-hamster. One skills tree serves every client, so that is the cost of being unambiguous on Cursor. ship, qa, retro, and setup shadow nothing and stay short.
/hamster:setupThe readiness path. Noninteractive check first (ensure-ready). If the CLI is installed and you are signed in, it runs hamster sync to refresh the plan. Otherwise it installs the CLI, opens login, and inits/syncs — only when you asked.
/hamster:ask-hamsterThe gateway for open-ended questions that need Hamster's judgment across the workspace, such as how the code you're changing relates to priorities, blueprints, or decisions. Asks through the ask_hamster MCP tool when the client has it; otherwise hamster chat is the same ask path over the CLI. Direct reads and writes go to the named Hamster MCP tools instead. For example:
/hamster:ask-hamster I'm modifying auth middleware in apps/web/app/api/. What does our blueprint say about third-party integrations?
/hamster:ask-hamster I prototyped rate limiting in apps/api/middleware/rate-limit.ts. Which brief or initiative should this work belong to?
Follow-up questions continue the same Hamster conversation when they depend on the previous response.
/hamster:shipThe main orchestrator. Ship, plan-hamster, and resume-hamster share brief selection: a slug, UUID, or Hamster Studio URL takes precedence, followed by an exact title or short title (the part before a subtitle separator). Names ignore case, a leading “the”, a trailing “brief”, and trailing punctuation. A unique match proceeds without a selection question; ambiguous or partial-only names require clarification.
/hamster:ship user-authentication
/hamster:ship the Checkout reliability brief. /hamster:ship https://tryhamster.com/home/hamster/briefs/2de8d546-50ab-4dbd-a678-579ec8119f60
If no argument is given, presents an interactive picker of actionable briefs.
Flow: Readiness (setup/ensure-ready) → Setup (prereqs + live sync) → Brief selection → Inline wave scheduling (one confirmation) → Branch + merge base → Parallel wave execution (implement → validate + test → wave review → bisectable commits) → Final validation → Ask about PR creation
No plan generation or task elaboration occurs at any step — scheduling only organizes the pre-generated tasks into parallel waves.
/hamster:plan-hamsterRead-only analysis with optional deep review. Produces the execution plan without making changes.
/hamster:plan-hamster api-rate-limiting
After analysis, choose a review mode:
/hamster:resume-hamsterResumes an interrupted execution. Auto-detects the brief from the git branch name (feature/{key}-{id}-{slug}), in-progress tasks, or a provided argument.
/hamster:resume-hamster
/hamster:resume-hamster user-authentication
/hamster:review-hamsterParanoid two-pass code review for the current feature branch:
/hamster:review-hamster
/hamster:qaSystematic testing with 4 modes:
/hamster:qa diff # Test only what changed (default on feature branches)
/hamster:qa full # Full test suite with coverage /hamster:qa quick # 30-second lint + typecheck + smoke tests /hamster:qa regression # Changed files + dependents, flag new failures
Includes issue taxonomy (functional/type-safety/integration/performance/coverage-gap) and optional fix loop.
/hamster:retroEngineering retrospective from git history:
/hamster:retro # Last 7 days (default)
/hamster:retro 14 # Last 14 days /hamster:retro 30 # Last 30 days /hamster:retro 24h # Last 24 hours
Produces: metrics table, hourly distribution, session analysis, hotspots, PR sizes, per-contributor deep dive with praise and growth suggestions, trends vs last retro, and a narrative summary.
| Worker | Persona | Purpose |
|---|---|---|
| task-executor | Senior Engineer | Implements one parent task + subtasks; loads project skills, blueprints, and methods |
| wave-reviewer | Staff Engineer | Reviews a whole wave's diff (per-parent verdicts + cross-parent integration checks), then simplifies |
Canonical worker protocols live in plugins/hamster/skills/ship/references/agents/. plugins/hamster/agents/task-executor.md and plugins/hamster/agents/wave-reviewer.md are generated native adapters (registratio
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