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제작자가 쓴 설명(영어 원문)
Local shared memory for AI coding agents: SQLite notes with writer provenance, undo, search.
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.
MONOMEM_CLIENT, MONOMEM_HOME, MONOMEM_DB_PATH필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"monomem": {
"command": "npx",
"args": [
"-y",
"monomem",
"mcp"
],
"env": {
"MONOMEM_CLIENT": "your-value",
"MONOMEM_HOME": "your-value",
"MONOMEM_DB_PATH": "your-value"
}
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add monomem --env MONOMEM_CLIENT=your-value --env MONOMEM_HOME=your-value --env MONOMEM_DB_PATH=your-value -- npx -y monomem mcp실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"monomem": {
"command": "npx",
"args": [
"-y",
"monomem",
"mcp"
],
"env": {
"MONOMEM_CLIENT": "your-value",
"MONOMEM_HOME": "your-value",
"MONOMEM_DB_PATH": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"monomem": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"monomem",
"mcp"
],
"env": {
"MONOMEM_CLIENT": "your-value",
"MONOMEM_HOME": "your-value",
"MONOMEM_DB_PATH": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
MONOMEM_CLIENT envMONOMEM_HOME envMONOMEM_DB_PATH env이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 8일 점검
레지스트리 이름이 GitHub 계정 calasdan-sketch 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 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.
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(1.2.0)은 그저께 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Node.js도 있어야 해요.
같은 카테고리에는: GitHub, Desktop Commander, Cloudflare MCP
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
MCP server for terminal commands, file operations, and process management
Cloudflare MCP servers
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Shared memory for your AI coding agents that records who wrote each note and holds suspicious writes for your review.
npx monomem setup
Needs Node 22.16 or newer (check with node -v). On an older Node, use Docker.
*Recorded from a real run against a throwaway store (transcript): a write containing an injected instruction is held and never reaches the other agent's search, then rejected from the real dashboard. The two terminal panes are drawn from the real REST responses; the dashboard is a screen recording. Nothing sped up.*
monomem approve-first --all on makes every agent write wait for your OK. The check is pattern matching, so it doesn't catch everything. An agent that can run shell commands, like Claude Code, can run the monomem command itself and its writes are not held, so this protects you from tools that only have the memory connection (see SECURITY.md).Requires Node.js 22.16 or newer (22.16+ or 24 LTS). Check with
node -v. Can't
upgrade? Use Docker instead.
npx monomem setup
npx monomem drill # replays 20 known poisoning attacks on a copy of your store
setup finds Claude Code, Claude Desktop, Cursor, Codex, Gemini CLI, Muse, VS Code and Zed on this computer, shows you in plain words what it will do and the exact lines it will change, saves a backup of each file, and writes only after you type y. Then it writes a first test note, reads it back, runs monomem doctor and tells you how to check it inside Claude Code (type /mcp). To look first: npx monomem setup --dry-run. To go back: monomem setup --undo. It changes only the Monomem entry; your other servers and settings stay as they are. Step by step, with troubleshooting: docs/live-claude-code.md.
Already have notes in Claude Code? monomem import --claude --dry-run shows what could be brought in from your CLAUDE.md files and Claude Code's auto memory (secrets are skipped, nothing leaves your computer). Coming from claude-mem, mem0, basic-memory or the official MCP memory server? monomem import --from claude-mem --dry-run (or mem0 --path export.json, basic-memory, mcp-memory); see docs/switching.md for the import and a clean uninstall of the old tool.
In Claude Code you can also install Monomem as a plugin instead of running setup (what the plugin does and does not do):
/plugin marketplace add calasdan-sketch/monomem
/plugin install monomem@monomem
Anything else that speaks MCP or HTTP can connect too, including a browser on your phone if you expose the HTTP endpoint yourself (INFRA.md covers tunnels and phone or web access).
The manual way, if you prefer:
npm i -g monomem # 1. install
claude mcp add monomem -- monomem mcp # 2. wire it into Claude Code (stdio) monomem doctor # 3. verify Node, database, token
Then, in Claude, say "remember that my staging server is on port 8443", and in a fresh chat ask "what port is my staging server on?". Step 4, only if you want the dashboard, REST API and MCP-over-HTTP (the curl examples below need it): monomem start.
No global install: claude mcp add monomem -- npx -y monomem mcp. monomem init prints the config for Claude Desktop / Cursor / Copilot; INSTALL.md has every client.
monomem start serves the dashboard and REST API on :8790 and MCP-over-HTTP on :8791 (bound to 127.0.0.1). To reach it from your phone or claude.ai, put an authenticated tunnel (Cloudflare Tunnel + Access, Tailscale, or your own TLS proxy) in front of :8791 — see INFRA.md.
Plain REST works too once monomem start is running (the token is in ~/.monomem/.token):
TOKEN=$(cat ~/.monomem/.token)
curl -X POST localhost:8790/notes -H "Authorization: Bearer $TOKEN" -H "Content-Type: application/json" -d '{"title":"Deploy day","body":"Shipped v1.1"}' curl -H "Authorization: Bearer $TOKEN" "localhost:8790/search?q=deploy"
Everything (database, token, scoped tokens, spaces config) lives in ~/.monomem (Windows: %USERPROFILE%\.monomem), outside the installed package, so npm update and npx cache cleanups never touch it. Set MONOMEM_HOME to put it elsewhere, or MONOMEM_DB_PATH for just the database. On macOS/Linux the folder is owner-only (0700, files 0600). A from-source git checkout that already has ./data/state.db keeps using it. monomem doctor shows which directory is in use. Upgrading or moving from another tool: docs/upgrading.md, docs/switching.md.
cp .env.example .env # set MONOMEM_TOKEN (openssl rand -hex 32)
docker compose up -d # dashboard at http://localhost:8790
monomem backup --out ~/om-backup # consistent hot copy; safe while the server runs
(The attestation signing key .attest-key is not copied; see docs/trust.md.)
monomem backup writes state.db (via SQLite VACUUM INTO) plus, if at-rest encryption is on, a copy of the .key file. Keep the key apart from the backup: a backup without its key is unreadable, and one stored next to it is not encrypted. See INFRA.md. The JSON route (admin token) also works:
TOKEN=$(cat ~/.monomem/.token)
curl -H "Authorization: Bearer $TOKEN" localhost:8790/export > backup.json # or: monomem export --format json --out backup.json curl -X POST -H "Authorization: Bearer $TOKEN" -H "Content-Type: application/json" \ --data-binary @backup.json localhost:8790/import # admin scope only
POST /import does not de-duplicate: importing a backup into a store that already holds those notes creates duplicates.history), so export size tracks how often you rewrote a note, not just your note count. ?history=0 / --no-history leaves them out. An export with history can hold text someone removed on purpose — treat it like the database (see SECURITY.md). The change feed's per-edit log is separate: metadata only (titles, no bodies), pruned after 90 days, and never part of a JSON backup.GET /export and monomem export --format json page through the store and write as they go, so peak memory is one page (500 notes) regardless of store size — a multi-month store dumps in one pass.created_at, updated_at, source and the rev counter all survive the round trip (a note at rev 26 stays at rev 26, so if_rev guards and the change feed stay accurate). Imports over 200 notes land in seconds and defer the O(n²) similarity-graph rebuild — the response says so and search works immediately; run monomem rebuild-edges when you want neighbor ranking back. Restored notes are re-embedded automatically when semantic search is enabled.monomem export --format md --dir ~/memory — see docs/file-sync.md.Notes keep their earlier versions (up to 20 per note by default), so replacing or editing a note can be undone; deleting one is permanent, by design. Local apps are marked stdio: (stdio:cursor, stdio:claude-code, ...), a name the app's config file declares, not a login; give each app its own token when the writer must be authenticated. Benchmarks back these claims.
| Command | What it shows | What it can't catch |
|---|---|---|
monomem drill | Replays known poisoning attacks on a copy of your store and says which reached an agent | Only attacks it already knows about |
monomem health | One grade A-F with the reason: setup, settings, drill, audit chain, held writes | It grades what it checks, not everything in your notes |
monomem why 42 | The story of note #42: who wrote each version, what replaced it, which sessions were shown it | Who read the note (only a count and the last read time are kept), and versions older than the kept history (20 by default) |
monomem conflicts | Disagreements between writers: exact ones from attached facts, then a "possible" tier guessed from key: value lines in the text. It only flags and never changes a note | A reworded disagreement with no fact or key: value line is missed |
monomem facts | The decisions agents recorded as facts, with who wrote them; disputed keys marked | Decisions nobody recorded as a fact |
monomem receipts | Which notes recent session starts showed, and why (give a session id for one session's list) | Notes an agent found later by searching, and sessions older than the receipt window (30 days by default) |
monomem search --as-of | What your memory held at an earlier time, rebuilt from history | Notes deleted for good, and text older than the kept versions |
Agents that record decisions as facts (deploy_target, package_manager ...) get an exact match: a different value from another writer is flagged on write and, at session start, shown as a short "writers disagree" line. health opens your store (an older database file is upgraded once) and writes one small row noting how long the audit log was, so the next run can see lines removed. These are local commands: drill and health run the drill with embeddings forced off, so they make no embedding call (and no call to any other machine; the drill talks only to a temporary server on 127.0.0.1) even when MONOMEM_EMBEDDINGS and a remote MONOMEM_EMBED_URL are set (health only reports that such a URL is configured).
Monomem can also remember what your coding agent *does*, without anyone writing a note. Setup can wire this for Claude Code, Codex, Gemini CLI and Muse (whichever it finds on this computer). The Codex and Gemini CLI hooks follow those tools' published hook documentation (Codex asks you to approve them once with /hooks); Muse does not publish its hook fields, so capture there is t
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