原型 · 预览版:收录官方注册中心里的全部服务器,每 30 分钟同步一次。评价和账户功能将在后续阶段推出。
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TeamShared

作者:teamshared-ai版本 0.9.1i★ –i在云端运行
注册名称io.github.xhad/teamshared

安装

概览

作者提供的说明(英文原文)

Shared memory for coding agents. Stop re-explaining your codebase every session.

PopNx MCP 的三大支柱

这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。

它能帮你做什么

我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。

  • 连接方式: 在云端运行
  • 传输方式: Streamable HTTP
  • 分类: 搜索与 AI 记忆

安装

选择你使用的 AI 应用,然后复制设置。

安装之前

你需要

你用的是哪个应用?

在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。

适用于网页版、桌面版和手机版 Claude:

  1. 打开 Settings → Connectors
  2. 点击 Add custom connector
  3. 粘贴下面的地址,然后点击 Add
  4. 如果要求登录,请登录作者的服务
SettingsConnectors1+ Add2https://…3
https://teamshared.com/mcp

在终端中运行这条命令

claude mcp add --transport http teamshared https://teamshared.com/mcp

在 Cursor 中打开

或者自己复制设置

粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json

{
  "mcpServers": {
    "teamshared": {
      "url": "https://teamshared.com/mcp"
    }
  }
}

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

在 VS Code 中打开

或者自己复制设置

粘贴到项目中的 .vscode/mcp.json

{
  "servers": {
    "teamshared": {
      "type": "http",
      "url": "https://teamshared.com/mcp"
    }
  }
}

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

ChatGPT 只能连接互联网上的服务器:

  1. 打开网页版 ChatGPT → Settings → Connectors (Apps)
  2. 点击 Create 或 Add(部分套餐需要先在 Advanced 中开启 Developer mode)
  3. 粘贴下面的地址,起个名字,然后保存
  4. 如果要求登录,请登录作者的服务
SettingsConnectors1+ Create2https://…3
https://teamshared.com/mcp

菜单名称可能因套餐和版本不同而略有差异。

你的选择通过 Cookie 保存在这台设备上,无需账户。

这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。

它能做什么

我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。

基础检查i

我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月6日

  • ! 注意

    作者与仓库一致

    发布者(xhad)不是仓库所有者(teamshared-ai);可能是其他人代为上架的

  • … 尚未检查

    仍在维护

    我们还没有从 GitHub 读取这个仓库

  • … 尚未检查

    有许可证

    我们还没有从 GitHub 读取这个仓库

  • … 尚未检查

    端点有响应

    尚未检查;我们会轮流检查各个端点

  • … 尚未检查

    使用 OAuth 登录

    尚未检查;我们会轮流检查各个端点

  • … 尚未检查

    工具描述中没有隐藏指令

    尚未检查;我们会在检查端点时读取工具列表

与“搜索与 AI 记忆”中的其他服务器比较i

  • 星标数多于此分类中其他 7240 个服务器的 0%
  • 发布到注册中心的时间比此分类中其他 7240 个服务器的 31% 更新
  • 基础检查结果等于或优于此分类中其他 7240 个服务器的 36%

与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。

常见问题

TeamShared 安全吗?

它在 1 项适用的基础检查中通过了 0 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。

它需要哪些密钥或代码?

注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。

它在我的电脑上运行还是在云端?

它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。

它还在维护吗?

GitHub 仓库最后更新于–,最新版本(0.9.1)于3个月前进入注册中心。

哪些应用可以使用它?

支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。

有什么可以替代它?

同一分类中有:Context7, Codebase Memory, Exa

替代选择

同一分类中其他作者的服务器,按星标数排序。

如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i

Context7

作者:upstash

Up-to-date docs for AI agents

电脑或云端★ 64,224MIT3天前更新
安装

Codebase Memory

作者:DeusData

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

在你的电脑上运行★ 48,148MIT20天前更新
安装

Exa

作者:exa-labs

Connect AI agents to Exa for web search, content fetching, and multi-step research.

在云端运行★ 5,213MIT44天前更新
安装

作者的 README

打开 README

按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。

teamshared (Cursor, Claude Code, and Codex plugins)

Registers the teamshared MCP server. The Cursor plugin also ships the recall-first memory rule and Cursor hooks that capture Agent Chat into TeamShared (sessionStart, beforeSubmitPrompt, afterAgentResponse, stop, sessionEnd) plus postToolUse (failed test/lint/shell), postToolUseFailure (read-only recall), and preCompact. The Cursor plugin still has no skills, slash commands, or extra agents.

This repo also ships a Claude Code marketplace plugin under claude/ (remote MCP via Claude Code's native /mcp OAuth, TEAMSHARED_TOKEN for the optional capture hooks, protocol 1.31.0, SessionStart injection, and official Claude Code capture hooks).

The native Codex package under plugins/teamshared/ uses the server's MCP OAuth discovery flow and treats Codex as a first-class client: protocol 1.31.0, SessionStart injection, and official Codex capture hooks. A manual Codex TOML setup remains available under install/codex/ (TEAMSHARED_TOKEN; do not mix).

Hosted install is teamshared.com/#connect. The public plugin / marketplace source is this repo (teamshared-ai/teamshared-plugin). The remote MCP endpoint is https://teamshared.com/mcp.

One Connect, one org per repo. Install the plugin once and connect once. From chat, call org_list / org_bind(slug=...). CLI teamshared org bind is an optional fallback that writes .teamshared/org. Do not add a second TeamShared server. Unbound /mcp keeps working — it stays on the org chosen at Connect time. Agent-facing copy: AGENTS.md.

ComponentPurpose
mcp.jsonRegisters https://teamshared.com/mcp (URL only; Cursor OAuth Connect)
rules/teamshared.mdcLean always-on fetch/store loop (alwaysApply); tool encyclopedia lives in memory_tools_catalog
hooks/Cursor hooks: Agent Chat capture plus postToolUse (failed test/lint/shell), postToolUseFailure (read-only recall), and preCompact
claude/Claude Code plugin (remote MCP via native /mcp OAuth + protocol 1.31.0 + capture hooks needing TEAMSHARED_TOKEN)
.claude-plugin/marketplace.jsonClaude Code marketplace catalog (/plugin marketplace add teamshared-ai/teamshared-plugin)
.agents/plugins/marketplace.jsonCodex marketplace catalog (codex plugin marketplace add teamshared-ai/teamshared-plugin)
plugins/teamshared/Native Codex plugin (OAuth MCP + protocol 1.31.0 + official capture hooks)
clients/Copy-paste protocol + MCP examples for non-Cursor harnesses (not loaded by Cursor)

Install

From git marketplace (recommended)
  1. Settings → Plugins → Add marketplace → paste https://github.com/teamshared-ai/teamshared-plugin
  2. Run `/add-plugin teamshared` or enable teamshared under Settings → Plugins
  3. Settings → Tools & MCP → teamshared → Connect (email + one-time code, same as the console)

Cloud and Grok Bot agents inherit that account-level Connect. Installing the plugin registers https://teamshared.com/mcp — you only click Connect. Do not paste a URL or token into the plugin mcp.json. Then bind the repo (teamshared org bind ); do not add a second TeamShared server.

See MARKETPLACE.md for the official Marketplace publish checklist.

Claude Code (marketplace)
/plugin marketplace add teamshared-ai/teamshared-plugin

/plugin install teamshared@teamshared /reload-plugins /mcp

In /mcp, select teamshared and choose Authenticate — Claude Code's own native OAuth flow, same email/OTP login as the web console, token stored in your system keychain. Confirm tools appear under /mcp as plugin:teamshared:teamshared connected.

The chat-capture hooks are a separate subprocess with no access to that keychain, so if you also want them capturing chat automatically, mint a tsk_ org key and export it — never commit it:

export TEAMSHARED_TOKEN=tsk_...   # mint under https://teamshared.com/app/keys

Without it the hooks just no-op; the MCP connection and every-turn workflow work fine either way. From chat, call org_bind(slug=...) (CLI teamshared org bind is optional) so capture follows the org; do not add a project .mcp.json TeamShared server. Unbound /mcp keeps working. SessionStart injects protocol 1.31.0; /teamshared:status checks health + version. Details: claude/README.md.

Codex (native plugin marketplace)

The native Codex package uses TeamShared's MCP OAuth discovery flow, so it does not require TEAMSHARED_TOKEN or store an authorization header. The first browser open is the Codex host (system default browser). TeamShared only serves /oauth/authorize and the redirect; the post-OTP finish page uses a single handoff. ChatGPT’s in-app @Browser is Computer Use, not MCP Authenticate — there is no API to force Connect there. To skip the browser, use install/codex/ + TEAMSHARED_TOKEN instead of this plugin. Details: #46 and plugins/teamshared/README.md.

codex plugin marketplace add teamshared-ai/teamshared-plugin

codex plugin add teamshared@teamshared

Restart the Codex app, start a new task, and connect TeamShared when prompted. Then review and trust plugin hooks with /hooks so capture writes run. From chat, call org_bind(slug=...) (CLI teamshared org bind is optional); do not add a second [mcp_servers.teamshared] next to the plugin. Unbound /mcp keeps working. SessionStart injects protocol 1.31.0; $status checks health + version. The package lives under plugins/teamshared/ and is cataloged by .agents/plugins/marketplace.json. Details: plugins/teamshared/README.md.

cursor.directory listing

Submit this repo at cursor.directory/plugins/new:

https://github.com/teamshared-ai/teamshared-plugin

Do not submit the old xhad/teamshared-cursor redirect. Root plugin.json and .mcp.json are the Open Plugins / directory discovery files; Cursor install still uses .cursor-plugin/ and mcp.json.

Ready-to-paste listing description:

TeamShared is hosted MCP plus the recall-first memory rule and Cursor

hooks that capture Agent Chat (plus failed test/lint/shell + preCompact). No skills, slash commands, or extra agents.

Install in Cursor:

  1. Settings → Plugins → Add marketplace
  2. Paste https://github.com/teamshared-ai/teamshared-plugin
  3. /add-plugin teamshared
  4. Settings → Tools & MCP → teamshared → Connect (email + one-time code)

Cloud and Grok Bot agents inherit that Connect. Bind each repo with teamshared org bind; do not add a second server.

From this repo (folder or symlink)

Add plugins from folder needs a marketplace catalog in the selected directory. Select this repo root (it ships .cursor-plugin/marketplace.json with "source": "./").

Then enable the plugin, reload the window, and Connect.

For local iteration without the folder picker:

ln -sf "$(pwd)" ~/.cursor/plugins/local/teamshared

Setup

  1. Connect with email/OTP — Settings → Tools & MCP → teamshared → Connect. Cursor opens a browser; sign in with the same email + one-time code as the web console (/app). The plugin already shipped the server URL; do not add headers or a tsk_* token to the plugin mcp.json.
  2. Bind the repo — teamshared org bind writes .teamshared/org ({"v":1,"slug"}). Commit that file. Capture follows it. Do not add a second TeamShared server in .cursor/mcp.json, project .mcp.json, or Codex config.toml.
  3. Cursor Cloud / Grok Bot — they inherit that account-level Cursor Connect. After the one-time Connect, every cloud agent for that user gets TeamShared. Bind still lives in the checkout (.teamshared/org); Cloud does not take a second MCP URL from repo config. Unbound /mcp keeps working (Connect-time org).
  4. Developer: Reload Window — confirm Settings → MCP shows teamshared enabled.

If you previously added https://teamshared.com/mcp by hand, remove that manual entry so you do not get two teamshared servers.

Bots that must stay in one org use a seat key — teamshared token mint scoped to that org, or mint under /app/keys — on the MCP headers (Authorization: Bearer tsk_…). Not in the plugin mcp.json. Unbound /mcp keeps working for interactive Connect.

What you get

  • MCP tools: memory_recall, memory_remember, memory_session_*, etc. (registered by mcp.json when the plugin is installed).
  • Rule: injects the recall-first protocol on every agent turn, and points teammates to the web console (/app) for human actions.
  • Cursor hooks: Agent Chat turns are appended to TeamShared in near-real-time without waiting for the agent to call memory_session_ensure / context_commit. sessionStart maps conversation_id onto a working session and, after a successful ensure with auto_recall=true, injects a capped Cursor additional_context block (linked soul, a short playbook header when present, and compact auto_recall bullets — not full memory bodies or transcripts). Explicit memory_recall remains preferred for keyword work. Fail-open on MCP/auth errors. beforeSubmitPrompt and afterAgentResponse append redacted user/assistant text; sessionEnd closes and distills. stop only notes aborted/error loops (it fires after every turn, so it does not distill). postToolUse still appends a short episodic fact when a Shell test/lint/command fails (command + error tail, secrets stripped). On Cursor postToolUseFailure and on that failed postToolUse, hooks also call remote memory_recall with a tight query (tool name + truncated error, k=3, verbose=false) and inject compact hits as additional_context — same pattern as SessionStart auto_recall. Skip when recall is empty or MCP has no token. That recall path never writes (context_commit). Fail-open if MCP is unreachable. preCompact writes a short session summary. All reuse the existing Connect session — no tsk_ in mcp.json. Cloud agents may skip sessionStart / sessionEnd; prompt/response hooks still capture turns. Agents still recall first and may commit curated facts; hooks store the transcript.

Bind a repo to an org

One TeamShared server stays on https://teamshared.com/mcp. The repo file chooses the org; capture follows it. Do not add a second TeamShared server.

teamshared org bind sapien --token "$TEAMSHARED_TOKEN"

teamshared org status teamshared org unbind

bind checks membership, then writes only .teamshared/org:

{"v":1,"slug":"sapien"}

The derived URL https://teamshared.com/o/{slug}/mcp is never stored. Commit the file so every harness in the checkout sees the same org. status and unbind work offline. Missing or invalid file → unbound /mcp (Connect-time org). That is supported; binding is not required.

HarnessConnect onceBindDo not
CursorSettings → Tools & MCP → teamshared → Connect.teamshared/org; hooks POST to the org URL with the same Connect token.cursor/mcp.json / project MCP twin
Cursor CloudInherited account ConnectSame checkout file; hooks follow itRepo MCP URL as a Cloud bind path
Claude Code/mcp → AuthenticateSame file; hooks use an org-scoped TEAMSHARED_TOKENProject .mcp.json TeamShared server

| Codex | Plugin OAuth (or manual tsk_ — not both) | Same file | [mcp_servers.teamshared] next to the plugi

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