Context7
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제작자가 쓴 설명(영어 원문)
Shared memory for coding agents. Stop re-explaining your codebase every session.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
웹, 데스크톱, 모바일의 Claude에서 쓸 수 있어요:
https://teamshared.com/mcp터미널에서 이 명령어를 실행하세요
claude mcp add --transport http teamshared https://teamshared.com/mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"teamshared": {
"url": "https://teamshared.com/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"teamshared": {
"type": "http",
"url": "https://teamshared.com/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요:
https://teamshared.com/mcp메뉴 이름은 요금제나 시기에 따라 조금 다를 수 있어요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
아직 이 서버의 도구 목록을 읽지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 6일 점검
게시자(xhad)가 저장소 소유자(teamshared-ai)가 아니에요. 다른 사람이 등록했을 수 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트를 점검할 때 도구 목록을 읽어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 0개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
제작자의 클라우드에서 실행돼요. 설치 없이 인터넷으로 연결하지만, 보내는 내용은 제작자의 서버를 거쳐요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.9.1)은 3개월 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되기 때문에, 원격 MCP 서버를 지원하는 앱(예: 개발자 모드의 ChatGPT)에서도 쓸 수 있어요.
같은 카테고리에는: Context7, Codebase Memory, Exa
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
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제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
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.
| Component | Purpose |
|---|---|
mcp.json | Registers https://teamshared.com/mcp (URL only; Cursor OAuth Connect) |
rules/teamshared.mdc | Lean 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.json | Claude Code marketplace catalog (/plugin marketplace add teamshared-ai/teamshared-plugin) |
.agents/plugins/marketplace.json | Codex 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) |
https://github.com/teamshared-ai/teamshared-pluginCloud 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.
/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.
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; $status checks health + version. The package lives under plugins/teamshared/ and is cataloged by .agents/plugins/marketplace.json. Details: plugins/teamshared/README.md.
Submit this repo at cursor.directory/plugins/new:
https://github.com/teamshared-ai/teamshared-plugin
Do not submit the old xhad/teamshared-cursor redirect. Root plugin.json and .mcp.json are the Open Plugins / directory discovery files; Cursor install still uses .cursor-plugin/ and mcp.json.
Ready-to-paste listing description:
TeamShared is hosted MCP plus the recall-first memory rule and Cursor
hooks that capture Agent Chat (plus failed test/lint/shell + preCompact). No skills, slash commands, or extra agents.
Install in Cursor:
Cloud and Grok Bot agents inherit that Connect. Bind each repo with teamshared org bind; do not add a second server.
Add plugins from folder needs a marketplace catalog in the selected directory. Select this repo root (it ships .cursor-plugin/marketplace.json with "source": "./").
Then enable the plugin, reload the window, and Connect.
For local iteration without the folder picker:
ln -sf "$(pwd)" ~/.cursor/plugins/local/teamshared
/app). The plugin already shipped the server URL; do not add headers or a tsk_* token to the plugin mcp.json.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..teamshared/org); Cloud does not take a second MCP URL from repo config. Unbound /mcp keeps working (Connect-time org).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.
memory_recall, memory_remember, memory_session_*, etc. (registered by mcp.json when the plugin is installed)./app) for human actions.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.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.
| Harness | Connect once | Bind | Do not |
|---|---|---|---|
| Cursor | Settings → Tools & MCP → teamshared → Connect | .teamshared/org; hooks POST to the org URL with the same Connect token | .cursor/mcp.json / project MCP twin |
| Cursor Cloud | Inherited account Connect | Same checkout file; hooks follow it | Repo MCP URL as a Cloud bind path |
| Claude Code | /mcp → Authenticate | Same file; hooks use an org-scoped TEAMSHARED_TOKEN | Project .mcp.json TeamShared server |
| Codex | Plugin OAuth (or manual tsk_ — not both) | Same file | [mcp_servers.teamshared] next to the plugi
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요