
TeamShared
io.github.xhad由 GitHub 账号 xhad 发布v0.9.1更新于 Nov 2, 2026
Shared memory for coding agents. Stop re-explaining your codebase every session.
概览
托管式共享记忆 MCP 服务器,让编码助手跨会话记住并复用团队对代码库的知识。
- 可以做什么
- 为代码仓库召回与保存记忆,包括 memory_recall、memory_remember、memory_session_* 等会话级记忆工具。
- 通过 org_list 与 org_bind 列出组织并把仓库绑定到某个组织。
- 借助客户端钩子把 Agent 对话、失败的测试/检查/命令输出以及压缩前摘要写入 TeamShared。
- 在会话开始和出错后注入召回内容,减少重复解释代码库。
- 适用场景
- 适合在 Cursor、Claude Code 或 Codex 上协作同一批仓库的团队,希望助手在会话之间保留共享上下文。也适合需要把多个机器人限定在单一组织内的场景。
- 运行要求
- 远程 MCP 端点 teamshared.com/mcp,无需本地安装包。需要账号,通过 OAuth Connect 以邮箱加一次性验证码登录。可选 TEAMSHARED_TOKEN(tsk_ 密钥)用于捕获钩子或手动 bearer 令牌配置。需要安装对应客户端插件或手动注册 MCP,并按需写入仓库绑定文件。
安装
在 SourceWeft 中
- 打开 控制台中的 TeamShared,将其添加到工作区。
- 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。
- 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/io.github.xhad%2Fteamshared/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。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": {
"teamshared": {
"type": "http",
"url": "https://teamshared.com/mcp"
}
}
}README
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 <slug> 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.
Install
From git marketplace (recommended)
- Settings → Plugins → Add marketplace → paste
https://github.com/teamshared-ai/teamshared-plugin - Run
/add-plugin teamsharedor enable teamshared under Settings → Plugins - 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 <slug>); do not add a second TeamShared server.
See MARKETPLACE.md for the official Marketplace publish checklist.
Claude Code (marketplace)
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:
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 <slug> 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.
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 <slug> 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:
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:
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:
Setup
- 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 atsk_*token to the pluginmcp.json. - Bind the repo —
teamshared org bind <slug>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 Codexconfig.toml. - 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/mcpkeeps working (Connect-time org). - Developer: Reload Window — confirm Settings → MCP shows
teamsharedenabled.
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 bymcp.jsonwhen 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.sessionStartmapsconversation_idonto a working session and, after a successful ensure withauto_recall=true, injects a capped Cursoradditional_contextblock (linked soul, a short playbook header when present, and compactauto_recallbullets — not full memory bodies or transcripts). Explicitmemory_recallremains preferred for keyword work. Fail-open on MCP/auth errors.beforeSubmitPromptandafterAgentResponseappend redacted user/assistant text;sessionEndcloses and distills.stoponly notes aborted/error loops (it fires after every turn, so it does not distill).postToolUsestill appends a short episodic fact when a Shell test/lint/command fails (command + error tail, secrets stripped). On CursorpostToolUseFailureand on that failedpostToolUse, hooks also call remotememory_recallwith a tight query (tool name + truncated error,k=3,verbose=false) and inject compact hits asadditional_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.preCompactwrites a short session summary. All reuse the existing Connect session — notsk_inmcp.json. Cloud agents may skipsessionStart/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.
bind checks membership, then writes only .teamshared/org:
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.
Bots that must stay in one org: teamshared token mint <agent> (org-scoped
seat key) or /app/keys. Still one server.
The Cursor plugin still has no skills, slash commands, or extra agents.
The Claude Code package ships protocol 1.31.0 (teamshared-memory),
/teamshared:status, and official Claude Code capture hooks. The Codex
package ships the same 1.31.0 loop plus official Codex hooks (SessionStart,
UserPromptSubmit, Stop, Interrupt, SessionEnd, PostToolUse on failed
Bash, PreCompact). SessionEnd closes through one bounded commit;
Interrupt covers Cursor abort parity. Codex has no StopFailure or
PostToolUseFailure.
Other clients
See clients/ for Hermes, Claude Desktop, and protocol markdown.
Claude Code and Codex should use their marketplace plugins above unless you are
debugging a manual client configuration.
Codex (manual TOML alternative)
For manual MCP registration without the native plugin, Codex uses TOML rather
than Cursor's JSON mcp.json. Mint a tsk_ key at
teamshared.com/app/keys, export it, then
register the hosted MCP (Codex sends Authorization: Bearer tsk_…):
Or merge install/codex/mcp.toml into project-local
.codex/config.toml and run Codex from that trusted repo root. Full steps:
install/codex/README.md.
Use either the native marketplace plugin or the manual TOML entry, not both.
The manual path is the seat-key path for bots that must stay in one org
(teamshared token mint scoped to that org) and the reliable way to skip
the OAuth browser. Do not add a second TeamShared server next to the
plugin. Bind the checkout with teamshared org bind <slug> either way;
unbound /mcp keeps working.
Cursor desktop, Cursor Cloud, and Grok Bot still use Connect — do not add
this tsk_ block to the plugin mcp.json.
License
MIT — see LICENSE.
来源:README.md,提交 1513dbd
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0版本历史
1- v0.9.1最新Sep 16, 2026
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