Stele

dev.stele-ai由 stele-ai.dev 发布官方发布者v1.0.0更新于 Oct 24, 2026

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

已验证Streamable HTTP可网页运行效率与工作流知识与记忆

概览

AI 生成的概览

托管式 MCP 连接器,为 AI 编程代理提供共享项目记忆:把决策、经验、风险与任务汇入同一知识图谱。

可以做什么
  • 在动手前回忆项目已知内容,并追溯某项决策的原因、起因及其替代对象
  • 随时记录决策、经验、风险与缺口,使其不随对话结束而消失
  • 协调任务:创建、认领与完成任务,避免多个代理重复劳动
  • 把上下文干净地交接给下一个代理、会话或同事
适用场景
适合多个 AI 代理或人员共同推进同一项目、需要持久共享上下文的场景,也适合希望把决策与风险记录下来而不是随会话丢失的团队。它是托管服务,无需本地部署即可用于聊天或 IDE 环境。
运行要求
需要一个 Stele 账户和至少一个项目;通过连接器登录时会自动创建账户,连接不要求付费方案。连接的是托管 Streamable HTTP 端点,采用 OAuth 2.1 与动态客户端注册,客户端首次连接时自行注册并打开 Stele 登录页。无需环境变量、请求头或本地运行时。
安装前请注意
访问范围限于你拥有或所属的项目,项目内容会存放在第三方托管服务中。写入类工具会创建和修改记录,取消、强制认领、解除关联、停用、合并等有后果的操作集中在 destructive 工具中,执行前总会提示确认。插件仓库中不保存任何凭据。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Stele,将其添加到工作区。
  2. 连接 所需的 凭据。它们会被私密存储,绝不会在公开页面上展示。
  3. 为需要使用其工具的对话启用该服务。

Web executable,通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体,或 SourceWeft 对话中。智能体会读取该服务器的安装指南,先向你展示发布者、端点和登录方式,经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/dev.stele-ai%2Fstele/install.md,并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前,先告诉我它的发布者、端点和登录方式,等我确认。不要把 API 密钥写进命令或我会提交的文件;问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。 客户端会在首次连接时完成 OAuth 登录。

{
  "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.

来源:README.md,提交 7d6a9f4

工具

0
该服务器需要登录,因此 SourceWeft 无法在没有账号的情况下读取其工具,也未收录。已连接账号所能看到的内容可能因账号及其权限而异。

版本历史

1
  1. v1.0.0最新Sep 30, 2026

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