Argentic

io.github.Argentic-Labs-AI由 GitHub 帳號 Argentic-Labs-AI 發布v0.3.2更新於 Nov 1, 2026

Argentic MCP server: run and inspect long-running agents on Argentic.

已驗證Streamable HTTP可網頁執行效率與工作流開發者工具AI 與機器學習

概覽

AI 產生的概覽

Argentic 的遠端 MCP 伺服器,讓助理喚醒、檢視、恢復並核准在多次呼叫間保留記憶的長時間執行代理。

可以做什麼
  • 喚醒代理、觸發到期喚醒、恢復或重播執行,並列出代理、喚醒紀錄與到期工作
  • 檢視單次喚醒內容,並回覆待處理的核准(回覆核准需擁有者或管理員角色)
  • 管理帳戶:讀取帳戶資訊,列出、建立與撤銷 API 金鑰,查看用量並設定預算
  • 唯讀的狀態技能可列出代理及被中斷的執行,並協助診斷執行停止的原因
適用情境
當你在 Argentic 上執行代理,並希望程式助理在同一個對話中啟動它們、查看其記憶內容、恢復中斷的執行,或管理金鑰、用量與預算時適用。
執行需求
透過 streamable HTTP 連線至 getargentic.com/mcp 遠端端點。登入使用 OAuth,需要 Argentic 帳戶並選擇組織。喚醒代理另需自備模型供應商金鑰,透過 X-Model-Key 請求標頭傳送(claude.ai 上為 x-api-key),Argentic 不會儲存該金鑰。可選的 CLI 示範需要 Node 22 或更新版本及 Argentic API 金鑰。
安裝前請注意
模型供應商金鑰會在每次請求的標頭中傳輸,應視為機密,避免貼到聊天中。帳戶工具可建立與撤銷 API 金鑰並變更預算,代理工具可喚醒、恢復與重播會執行退款、寄信等實際動作的執行。回覆核准需要擁有者或管理員角色。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Argentic,將其新增到工作區。
  2. 連接 所需的 憑證。它們會被私密儲存,絕不會在公開頁面上展示。
  3. 為需要使用其工具的對話啟用該服務。

Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式,或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南,先向你展示發布者、端點和登入方式,經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/io.github.Argentic-Labs-AI%2Fargentic/install.md,並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前,先告訴我它的發布者、端點和登入方式,等我確認。不要把 API 金鑰寫進命令或我會提交的檔案;問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。 客戶端會在首次連接時完成 OAuth 登入。

{
  "mcpServers": {
    "argentic": {
      "type": "http",
      "url": "https://getargentic.com/mcp"
    }
  }
}

README

Argentic plugins

Connect your coding agent to Argentic: wake agents that keep their memory between calls, read what they remember, give them tools, and manage your API keys, usage and budget.

This repo holds only manifests, skills, MCP settings and small client adapters. The engine is not in it.

There is one MCP, https://getargentic.com/mcp. You sign in with your Argentic account (OAuth) and pick an organization. No API key is needed for the MCP. To wake an agent you also need your own key for a model provider; it travels in the X-Model-Key header on each request and Argentic never stores it.

Kill it mid-run (2 minutes)

You need an Argentic API key from https://getargentic.com/platform and a model key. The default model is a free NVIDIA one; get its key at https://build.nvidia.com. Node 22 or newer.

export ARGENTIC_API_KEY=aek_...export MODEL_KEY=nvapi-...npx @argentic-labs/client demo

fish:

set -x ARGENTIC_API_KEY aek_...set -x MODEL_KEY nvapi-...npx @argentic-labs/client demo

A small support agent refunds an order, emails the customer and closes the ticket, one action every couple of seconds. Press Ctrl-C while it works, then run the same command again from the same folder. The rerun skips the actions that already finished and does the rest. An action you cut off halfway runs again, which is safe because every action carries a stable key. At the end the demo counts what landed in its outbox (one line per action), checks every wake against the journal, and tells you where the run is in the dashboard. Open the run you killed and press Check under Proof of what ran.

--fresh starts a new run. --kill-after 1 kills it for you if you'd rather not race the keyboard. The source is adapters/typescript/cli.ts.

Crash-test any agent (5 minutes)

crash-test/ is a small open tool that kills an agent at each tool call, restarts it, and reports which actions ran twice. It works on agents built on any framework, with or without Argentic, and needs no keys. Start with the quickstart.

Claude Code

claude plugin marketplace add Argentic-Labs-AI/argentic-pluginsclaude plugin install argentic@argentic

Claude Code asks for your model key (optional, only needed to wake agents) and stores it securely. Then run /mcp and sign in to argentic.

MCP only, no plugin:

claude mcp add --transport http --header "X-Model-Key: $MODEL_KEY" argentic https://getargentic.com/mcp

Then run /mcp to sign in.

claude.ai and Claude Projects

Customize, Connectors, Add custom connector, URL https://getargentic.com/mcp. Under Request headers add x-api-key with your model key (only needed to wake agents). Claude only sends header names Anthropic has approved, and X-Model-Key is not one, so use x-api-key: Argentic reads it as the model key. Request headers is a beta that not every account has yet; if you don't see it, the connector still signs in and reads, and you wake agents from Claude Code or Codex. Sign in and pick your organization. Disconnect any time in your Argentic settings.

For the skills: Customize, Plugins, the + next to Personal plugins, Add marketplace, From a repository, Argentic-Labs-AI/argentic-plugins.

Cursor

Once the listing is live, search for Argentic in the Cursor marketplace. Until then, add the MCP by hand in ~/.cursor/mcp.json:

{"mcpServers": {"argentic": {"url": "https://getargentic.com/mcp"}}}

Cursor opens the sign-in when you enable the server.

Codex

codex plugin marketplace add Argentic-Labs-AI/argentic-plugins

That adds the skills. Add the MCP to ~/.codex/config.toml:

[mcp_servers.argentic]url = "https://getargentic.com/mcp"env_http_headers = { "X-Model-Key" = "MODEL_KEY" }

Export MODEL_KEY where Codex starts, then sign in with codex mcp login argentic.

Without the MCP

The HTTP API still works on its own: POST /v1/agents/{agent}/wake and the other routes take an API key (aek_..., created by the create_api_key tool or in the dashboard) as Authorization: Bearer, plus X-Model-Key to wake. See the docs.

Bring your own framework

Already have tools written for the Vercel AI SDK, Mastra, LangChain / LangGraph, Pydantic AI or the OpenAI Agents SDK? Hand the loop to Argentic and keep the tools. adapters/ has one small adapter per framework (TypeScript: npm i @argentic-labs/client; Python: argentic-labs, coming to PyPI, until then pip install it from this repo as adapters/python describes), and examples/ has a runnable refund agent for each, plus one with no framework at all. Kill it mid-run and it resumes without repeating a finished action. Both clients also ship the same demo to try it with nothing to write: npx @argentic-labs/client demo or python -m argentic_labs demo.

Ask your agent to do it

Set up Argentic for me. Read https://getargentic.com/docs/agents and follow it for the tool I'm using right now. Don't ask me to paste keys into this chat: tell me where each key goes and let me put it there. When it's connected, call get_account and tell me what it returned.

What is in the plugin

  • argentic skill: how to build on the API without wasting money or claiming features that do not exist.
  • argentic-setup skill: connect, and make a first call for a few cents at most.
  • argentic-quickstart skill: add Argentic to your own project, with keys in .env, and run one small test call.
  • argentic-status skill: list your agents and which runs got cut off. Read only.
  • argentic-fix skill: find why a run stopped, then resume it or ask you to approve.
  • argentic MCP server, signed in with your Argentic account.
    • Account tools: get_account, list_api_keys, create_api_key, revoke_api_key, get_usage, set_budget.
    • Agent tools: argentic_wake, argentic_fire_due, argentic_resume, argentic_wakes, argentic_wake_get, argentic_replay, argentic_due, argentic_agents, argentic_approvals, argentic_answer_approval.
    • argentic_answer_approval needs an owner or admin. Other tools work as far as your role allows.

MIT licensed.

來源:README.md,提交 93e3407

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版本歷史

2
  1. v0.3.2最新Nov 1, 2026
  2. v0.3.1Nov 1, 2026

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