Context7
Up-to-date docs for AI agents
Beschreibung vom Entwickler (englisches Original)
Search and manage Hamster briefs, tasks, plans, and knowledge; trigger delivery from your agent.
Diese drei werden nie zu einer Punktzahl zusammengefasst: Meinungen, Messungen und Beliebtheit sind verschiedene Dinge.
Für diesen Server haben wir noch keine Zusammenfassung in einfacher Sprache geschrieben. Unten stehen die Fakten, die wir aus der Registry gelesen haben.
Wähle die KI-App, die du nutzt, und kopiere die Einstellungen.
Du brauchst
Welche App nutzt du?
Wähle oben deine App. Wir merken sie uns, damit der Button beim nächsten Mal „In … installieren“ anzeigt.
Funktioniert in Claude im Web, auf dem Desktop und auf dem Handy:
https://tryhamster.com/mcpFühre das in deinem Terminal aus
claude mcp add --transport http hamster https://tryhamster.com/mcpIn .cursor/mcp.json in deinem Projekt oder in ~/.cursor/mcp.json einfügen
{
"mcpServers": {
"hamster": {
"url": "https://tryhamster.com/mcp"
}
}
}Dein Browser fragt, ob er die App öffnen darf, dann zeigt die App die Einstellungen und bittet dich um Bestätigung. Schlüsselwerte bleiben leer, damit du sie selbst einträgst.
In .vscode/mcp.json in deinem Projekt einfügen
{
"servers": {
"hamster": {
"type": "http",
"url": "https://tryhamster.com/mcp"
}
}
}Dein Browser fragt, ob er die App öffnen darf, dann zeigt die App die Einstellungen und bittet dich um Bestätigung. Schlüsselwerte bleiben leer, damit du sie selbst einträgst.
ChatGPT verbindet sich nur mit Servern im Internet:
https://tryhamster.com/mcpMenünamen können sich je nach Tarif und mit der Zeit leicht unterscheiden.
Deine Auswahl bleibt in einem Cookie auf diesem Gerät; kein Konto nötig.
Diese Einstellungen werden aus dem Registry-Eintrag des Entwicklers erzeugt. Wenn in der README etwas anderes steht, folge der README.
Die Tool-Liste dieses Servers haben wir noch nicht gelesen; wir prüfen die Endpunkte reihum.
Wir prüfen Informationen, die jeder sehen kann; den Code haben wir nicht gelesen. Checks, die nicht zutreffen, werden nicht mitgezählt. · Geprüft am 6. Nov. 2026
Der Registry-Name wurde mit dem GitHub-Konto gethamster bestätigt, dem das Repo gehört
Dieses Repo haben wir noch nicht von GitHub gelesen
Dieses Repo haben wir noch nicht von GitHub gelesen
Noch nicht geprüft; wir prüfen die Endpunkte reihum
Noch nicht geprüft; wir prüfen die Endpunkte reihum
Noch nicht geprüft; wir lesen die Tool-Liste, wenn wir den Endpunkt prüfen
Verglichen mit allen aktiven Servern dieser Kategorie in der Registry. Sterne zählen nur, wenn dem Herausgeber das Repo gehört.
Er hat 1 von 1 zutreffenden Basischecks bestanden. Den Code haben wir nicht gelesen. Bevor du einen Schlüssel oder Token hinzufügst, sieh nach, welche Zugriffe der Server verlangt, und nutze einen Schlüssel, der nur die Berechtigungen hat, die du brauchst.
Die Registry nennt keinen erforderlichen Schlüssel, manche Server bitten dich aber bei der ersten Nutzung, dich anzumelden.
Er läuft in der Cloud des Entwicklers. Du verbindest dich übers Internet, ohne etwas zu installieren, aber was du sendest, läuft über die Server des Entwicklers.
Das GitHub-Repo wurde zuletzt – geändert, und die neueste Version (0.1.1) kam vor 18 Tagen in die Registry.
Apps, die MCP unterstützen, etwa Claude Desktop, Claude Code, Cursor und VS Code. Er verbindet sich per URL, also funktionieren auch Apps, die Remote-MCP-Server akzeptieren, zum Beispiel ChatGPT im Entwicklermodus.
In derselben Kategorie: Context7, Codebase Memory, Exa
Server derselben Kategorie von anderen Entwicklern, sortiert nach Sternen.
So liest du eine Karte:★ GitHub-SterneiDrei Säulen: Bewertungen · Checks · NutzungiAktualisiert = neueste Version in der Registry veröffentlichti
Up-to-date docs for AI agents
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
Unverändert aus dem Repo des Entwicklers übernommen. PopNx MCP hat den Inhalt weder geprüft noch empfiehlt es ihn. HTML, Bilder und Skripte wurden entfernt. Links führen von dieser Website weg.
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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