Stele

dev.stele-ai由 stele-ai.dev 發布官方發布者v1.0.0更新於 Oct 24, 2026

Shared project memory for AI coding agents: decisions, lessons, risks and tasks in one graph.

已驗證Streamable HTTP可網頁執行效率與工作流知識與記憶

概覽

AI 產生的概覽

託管式 MCP 連接器,為 AI 程式開發代理提供共享專案記憶:把決策、經驗、風險與任務彙整進同一個知識圖譜。

可以做什麼
  • 在動手前回想專案已知的內容,並追溯某項決策的原因、起因以及它取代了什麼
  • 隨時記錄決策、經驗、風險與缺口,讓它們不會隨著對話結束而消失
  • 協調任務:建立、認領與完成任務,避免多個代理重複做同一件事
  • 把脈絡乾淨地交接給下一個代理、工作階段或同事
適用情境
適合多個 AI 代理或人員共同推進同一個專案、需要持久共享脈絡的情況,也適合希望把決策與風險記錄下來、而不是隨著對話流失的團隊。它是託管服務,不必在本機部署就能用於聊天或 IDE 環境。
執行需求
需要 Stele 帳號與至少一個專案;透過連接器登入時會自動建立帳號,連線不要求付費方案。連線對象是託管的 Streamable HTTP 端點,採用 OAuth 2.1 與動態用戶端註冊,用戶端首次連線時會自行註冊並開啟 Stele 登入頁。不需要環境變數、標頭或本機執行環境。
安裝前請注意
存取範圍僅限你擁有或所屬的專案,專案內容會存放在第三方託管服務中。寫入類工具會建立與修改紀錄,取消、強制認領、解除連結、停用、合併等有後果的操作集中在 destructive 工具中,執行前一定會先提示確認。此外掛儲存庫中不保存任何憑證。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Stele,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/dev.stele-ai%2Fstele/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": {
    "stele": {
      "type": "http",
      "url": "https://app.stele-ai.dev/api/mcp"
    }
  }
}

README

Stele — MCP connector plugin

Stele is shared project memory and work tracking for AI agents and the people who work with them. It keeps decisions, lessons, risks, documents, components, and tasks in one durable knowledge graph, so work can continue across agent clients without losing the project's history.

This repository is the plugin that connects an agent client to Stele. It follows the Agent Plugins open standard and contains configuration and documentation only.

What's in here

plugin.json          Agent Plugins manifestmcp.json             Stele's hosted MCP server, over Streamable HTTPskills/stele/        Guidance on when and how an agent should use Stele

There is no build step, no bundled binary, and no executable code. Stele itself runs as a hosted service; this plugin only points at it.

What the connector does

Once connected, an agent can:

  • Recall what a project already knows before it acts, instead of starting cold.
  • Trace why a decision was made, what caused it, and what it replaced.
  • Capture decisions, lessons, risks, and gaps as they happen, so they survive the conversation that produced them.
  • Coordinate tasks — create, claim, and complete them — so two agents don't duplicate each other's work.
  • Hand off cleanly to the next agent, session, or teammate.

The bundled skill tells the agent when reaching for these tools is appropriate and when it isn't, which matters on a surface where the agent chooses for itself.

Working locally

This connector is the whole product on a chat or IDE surface. If you also work in a local repository, Stele's command-line tool adds automatic recall — relevant prior decisions, risks, and open work surface as you go, rather than only when someone thinks to ask. See the documentation.

The tool is optional. Nothing in this plugin requires it, downloads it, or runs it for you.

Requirements

A Stele account and at least one project. Signing in through the connector creates the account if you don't already have one, and no paid plan is required to connect.

Authentication

OAuth 2.1 with dynamic client registration (RFC 7591). Your client registers itself on first connection and opens Stele's sign-in page. Access is limited to the projects you own or belong to.

No credentials, tokens, or secrets are stored in this repository, and none are needed to install it.

Tool safety

Stele's tools are split so a client can tell safe operations from unsafe ones. Read-only tools are annotated as such and never modify data. Write tools are separate. Every consequential operation — cancelling, force-claiming, unlinking, retiring, merging — lives in a single destructive tool that always prompts before acting. No tool mixes these tiers.

Links

License

MIT — see LICENSE.

來源:README.md,提交 7d6a9f4

工具

0
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版本歷史

1
  1. v1.0.0最新Sep 30, 2026

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