Context7
Up-to-date docs for AI agents
제작자가 쓴 설명(영어 원문)
Shared memory MCP server for Claude Code, Codex, Gemini CLI and Cursor. Cited, editable.
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://app.trysubstrate.co/mcp터미널에서 이 명령어를 실행하세요
claude mcp add --transport http memory https://app.trysubstrate.co/mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"memory": {
"url": "https://app.trysubstrate.co/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": {
"memory": {
"type": "http",
"url": "https://app.trysubstrate.co/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://app.trysubstrate.co/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(trysubstrate.co)가 저장소 소유자(Substrate-memory)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(0.11.4)은 어제 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.
Give your agents a memory that follows you across Claude, ChatGPT, Codex and Hermes.
AI memory for your team, editable, permissioned, owned.
trysubstrate.co: a context layer for your team and agents.
gemini extensions install https://github.com/Substrate-memory/Substrate-memory-plugins (follows the latest release; pin one with --ref v )co.trysubstrate/memory (remote server https://app.trysubstrate.co/mcp)Substrate remembers your decisions, preferences, people and projects. Connect once, and every supported agent recalls what matters before each turn and saves what matters after it. One connection screen, one review step, one approval. No API keys. No tokens to paste. No secrets to manage.
Claude (Cowork, Claude Code) --> plugins/substrate-claude --\
ChatGPT (Work, Codex app, Codex CLI) --> plugins/substrate-codex --\ Hermes --> plugins/substrate-hermes --------------------------------+--> one server-side Other MCP-capable agent --> plugins/substrate-mcp (fallback only) --/ MCP contract (v2) | v recall + capture + memory store
Each package is a thin client. The server owns storage, ranking, redaction checks and the memory contract. Every host speaks the same contract (docs/mcp-contract.md, version 2): memory_turn_context opens the turn and returns recall, memory_capture_tool records tool use, memory_capture_turn closes the turn, memory_session_boundary marks lifecycle events, memory_import replays missed or past turns, and memory_search, memory_expand, memory_evidence, memory_remember, memory_forget read and write memory. The legacy Hermes /api/v1 wire stays supported on the server during the rollout.
Paste this into the agent you want to connect:
Install Substrate memory in this agent by following https://trysubstrate.co/install.md
The agent follows docs/install.md (the same file served at that link). It identifies its host and installs the right package. From this repository, the same request works too:
Install the memory plug-in at https://github.com/Substrate-memory/Substrate-memory-plugins
| Your host | Package the agent installs | Guide |
|---|---|---|
| Claude Cowork, Claude Code | plugins/substrate-claude | substrate-claude README |
| ChatGPT Work, Codex app, Codex CLI | plugins/substrate-codex | substrate-codex README |
| Hermes | plugins/substrate-hermes | substrate-hermes README |
| OpenClaw | no package: generic MCP server | OpenClaw guide |
| Grok | no package: generic MCP server through the Grok CLI | Grok guide |
| Any other MCP-capable agent | no package: generic MCP server (plugins/substrate-mcp is the thin fallback) | substrate-mcp README |
Hermes in one command (the repository root is a Hermes plugin that loads plugins/substrate-hermes; it passes the Hermes install scan with no override):
hermes plugins install https://github.com/Substrate-memory/Substrate-memory-plugins --enable
Then follow the printed steps: the agent shows a one-time approval link and code, you approve in the browser, and the agent confirms Connected to Substrate as you@example.com. (your account)
If Cowork needs manual installation, use Cowork tab → Customize → Plugins → Personal plugins → + → Add marketplace → Add from a repository (GitHub URL), then browse and install the package. Client-required permission dialogs still need the user. Follow the single installation and recovery guide.
With the hook plugins (Claude Code, Cowork, Codex, Hermes), each prompt, each completed turn and bounded tool calls and results go to your own Substrate tenant at app.trysubstrate.co. Secrets are redacted on the server before storage; the sync and import scripts also redact on the client. Nothing goes anywhere else; only the Hermes package also reads this repository's VERSION file on github.com once a day to show an update notice (nothing is sent). The Claude Code and Codex plugins run one local script, the bundled scripts/substrate_sync.py: it reads only this agent's own conversation files (for the import you choose and for catch-up sync) and sends them only to https://app.trysubstrate.co/mcp; any other host is refused. The only credential it handles is Substrate's own short-lived import ticket, which it gets from the Substrate server by a single-use claim (or from a temporary file the agent writes, deleted on read). It never reads your Claude Code or Codex sign-in files, the keychain, SSH or cloud keys, it downloads no code, and it runs nothing it downloaded: updates come only through the plugin marketplace. Without hooks (plain MCP, Gemini CLI) only what the agent explicitly saves is stored. You can read, edit and forget every line; account deletion purges within 30 days.
See SECURITY.md and docs/threat-model.md.
Right after Connected to Substrate., in the same reply, the agent offers once, with what it found on this computer:
I found 87 past conversations on this computer (1,204 turns, 3 Mar to 7 Oct 2026). Import them into Substrate? Import all / Let me pick / Not now
Claude Code and Codex upload straight from the package script with a short-lived, import-only ticket (memory_import_ticket), so your history never passes through the chat. Hermes reads its own profile history and sends it through its spool. Cowork cloud sessions have no local history, so the offer is skipped. Imports are redacted client- and server-side, and repeats are ignored.
| Release | Hermes | Claude Code | Cowork | Codex / ChatGPT Work | Other MCP clients | Status |
|---|---|---|---|---|---|---|
| v0.10.0 | plugins/substrate-hermes (tested on Hermes 0.21.0 or newer) | plugins/substrate-claude | plugins/substrate-claude | plugins/substrate-codex | plugins/substrate-mcp fallback | Release candidate |
Every package installs on any host version. Outside the tested range the agent (and the Hermes plugin itself) shows a friendly note instead of refusing: *Tested on Hermes 0.21.0 or newer; you are on X. It should work; tell us if not.* Newer Hermes versions get no note. See COMPATIBILITY.md.
Known limits, stated honestly:
/hooks./substrate-claude:substrate-connect.See COMPATIBILITY.md for the full matrix and history.
Do I need an API key? No. Sign in in the browser and approve. There is nothing to copy or paste.
Which package does my agent install? Claude Cowork and Claude Code use plugins/substrate-claude. ChatGPT Work, the Codex app and Codex CLI use plugins/substrate-codex. Hermes uses plugins/substrate-hermes. OpenClaw, Grok and any other MCP-capable agent connect over the generic MCP server, the default for any system without its own package. plugins/substrate-mcp is the thin fallback package.
How do I know it is connected? The agent runs an authenticated memory smoke test. Only a passed memory_search means Connected to Substrate.
What exactly is sent to Substrate? Each completed turn: your message, the agent's answer, and bounded tool calls and results, all redacted before sending and again on the server. History import sends the same redacted turn content, only after you choose Import all or pick sessions.
What about my old August 2026 API-key plugin? Those plugins (substrate_capture, local spool paths, SUBSTRATE_API_KEY setups) are deprecated. Uninstall them
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