Context7
Up-to-date docs for AI agents
제작자가 쓴 설명(영어 원문)
One searchable memory of your Claude.ai chats and Claude Code sessions, served over MCP.
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.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"memex": {
"command": "uvx",
"args": [
"memex-chats"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add memex -- uvx memex-chats프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"memex": {
"command": "uvx",
"args": [
"memex-chats"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"memex": {
"type": "stdio",
"command": "uvx",
"args": [
"memex-chats"
]
}
}
}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.
이 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 7일 점검
레지스트리 이름이 GitHub 계정 dioniipereyraa 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(0.2.3)은 5개월 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Python (uv)도 있어야 해요.
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
Up-to-date docs for AI agents
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Your Claude.ai chats and your Claude Code sessions live in two worlds that never talk. Memex makes them one memory you can search from both.
Local-first MCP server that indexes your Claude.ai chat history and your local Claude Code / terminal sessions, and exposes them to Claude Code (stdio) and Claude.ai (remote MCP connector).
Status: alpha, 0.3.1 on PyPI. Phases 0 to 7 closed, security-audited (plus four adversarial red-team rounds). Shipped: hybrid search, live capture, auto-summaries, chat ↔ repo association, the Claude.ai remote connector (GitHub OAuth), Claude Code / terminal ingestion with secret redaction, one-command setup, cross-platform autostart, and one-click claude.ai history backfill.
*End-to-end demo: from Claude Code, you ask about something you discussed on claude.ai. Memex searches your chat history (search_chats) and Claude answers from the real conversation. No copy-paste, no manual context handoff.*
One command installs uv + Memex and runs memex setup (registers the MCP server, installs the always-on capture service, indexes your local sessions, prints the pairing token):
# macOS / Linux
curl -LsSf https://raw.githubusercontent.com/dioniipereyraa/memex/main/scripts/install-pypi.sh | sh
# Windows (PowerShell)
powershell -ExecutionPolicy ByPass -c "irm https://raw.githubusercontent.com/dioniipereyraa/memex/main/scripts/install-pypi.ps1 | iex"
Then the one browser step a terminal cannot do: install the Chrome extension, paste the token it printed, and click "Backfill claude.ai history". Other paths (pipx, uv tool install, from source) are under Installation.
Brainstorming and planning happen in Claude.ai. Execution happens in Claude Code. The two worlds do not talk to each other: Claude Code cannot read a chat of yours from Claude.ai, not even the one that originated the task it is currently working on. The memory Anthropic shipped on Claude.ai (March 2026) is curated, not full history, and lives isolated inside Claude.ai.
Memex fills that gap: runs locally, indexes the entire corpus of your chats, and exposes them as MCP tools so Claude can search and pull past context whenever it needs to.
[Claude.ai]
↓ (official JSON export / Chrome ext) [Ingestor] → [SQLite + sqlite-vec] → [local embeddings (fastembed / Ollama)] ↓ [core: storage + retrieval] ↓ [MCP stdio] ───→ Claude Code, Claude Desktop [MCP Streamable HTTP] ─→ Claude.ai connector
Design: pure core (storage, ingest, embeddings, retrieval) decoupled from transport. The same engine serves both stdio and remote MCP without a rewrite.
Installs uv if needed (it brings the right Python), installs Memex from PyPI, and runs memex setup to wire it into Claude Code (MCP server + always-on capture service + local session indexing + the pairing token). No git clone required.
# macOS / Linux
curl -LsSf https://raw.githubusercontent.com/dioniipereyraa/memex/main/scripts/install-pypi.sh | sh
# Windows (PowerShell)
powershell -ExecutionPolicy ByPass -c "irm https://raw.githubusercontent.com/dioniipereyraa/memex/main/scripts/install-pypi.ps1 | iex"
The only step a terminal cannot do is the browser one: install the Chrome extension, paste the token the installer prints, and click "Backfill claude.ai history" to import your history. Embeddings work out of the box (a quantized 130 MB fastembed model downloads on first ingest; no Ollama, no API key).
A plain
pipx install memex-chats(oruv tool install memex-chats) followed
by
memex setupdoes the same thing in two steps. The autostart service is
generated for the wheel install too (launchd / systemd / a logon Scheduled
Task), so no clone is needed for it.
Clone the repo to get an editable install plus the extension source and service templates. You need git; the script installs uv and the pinned Python for you.
git clone https://github.com/dioniipereyraa/memex
cd memex ./scripts/install.sh
install.sh installs uv if you do not have it, runs uv sync, and verifies the install with memex doctor. That is the whole setup.
git clone https://github.com/dioniipereyraa/memex
cd memex powershell -ExecutionPolicy Bypass -File .\scripts\install.ps1
Same three steps as the macOS script (install uv, sync, verify). If git is not installed, get it from git-scm.com first.
# 1. Install uv (skip if you already have it):
git clone https://github.com/dioniipereyraa/memex cd memex uv sync # installs Python 3.13 + dependencies into .venv uv run memex doctor # verify
Upgrade with the same tool that installed it, or the new version will not land on your PATH. A previous install owns the memex executable, so installing again with a different manager fails with "Executables already exist" and memex keeps running the old version. (This is the usual reason memex sync seems to "not exist" after an upgrade: an old pipx-owned memex shadowed a newer uv tool install.)
# 1. Find which tool owns it:
which memex # macOS / Linux Get-Command memex # Windows (PowerShell)
pipx upgrade memex-chats # if pipx owns it uv tool upgrade memex-chats # if uv owns it
If you want to switch managers, uninstall the old one first (pipx uninstall memex-chats or uv tool uninstall memex-chats), then reinstall. After upgrading, memex --version shows the new version and memex doctor should pass.
To make Claude one memory across several machines, install Tailscale first (so each device has a stable private address), then opt in once per device:
memex setup --sync # opt-in, persisted: the always-on service is sync-reachable
It prints the single memex sync connect ... line to run on your other devices. The choice is saved, so the service stays sync-reachable across reboots without re-running anything. Full flow, security model, and the manual one-shot alternative are in Syncing across your devices.
For a dual-boot machine (Linux and Windows that are never on at the same time), use file-based sync instead: memex setup --sync-dir on each OS, pointed at the same folder. No Tailscale, no two devices online at once. See Dual-boot or never-online-together.
The fast path is one command:
uv run memex setup
memex setup wires everything end to end and is safe to re-run: it registers the MCP server with Claude Code (claude mcp add), installs the always-on live-capture service (launchd on macOS, systemd on Linux, a Scheduled Task on Windows), indexes your local Claude Code sessions, and prints the access token to paste into the Chrome extension. Each step degrades to a warning instead of aborting the rest. Flags: --no-mcp, --no-autostart, --no-ingest, --remote (also install the claude.ai connector agent), -y (no prompt).
After that, the only manual step left is installing the Chrome extension and pasting the token, so new chats are captured as you go.
# 1. Request your official Claude.ai export (Settings → Privacy → Export data),
uv run memex ingest /path/to/your-export.zip
uv run memex ingest-claude-code
uv run memex search "your query" -n 5 uv run memex stats
(If you installed with a script, the commands above work as written. If you installed the published PyPI package instead, drop the uv run prefix.)
Where your data lives. From a cloned repo, the database and exports stay
in
/data. From auvx/pipinstall, they go to your OS data
directory (
~/Library/Application Support/memexon macOS,
%LOCALAPPDATA%\memexon Windows,~/.local/share/memexelsewhere). Override
with
MEMEX_DB_PATH/MEMEX_EXPORTS_DIR.memex doctorprints the resolved
path.
Once memex setup finishes, nothing else needs launching: the capture server and the indexers run in the background. You use Memex three ways.
1. From Claude Code (the main way). Setup registers the MCP server, so Claude Code can search your whole history and keep it fresh through these tools:
| Tool | What it does |
|---|---|
search_chats | Semantic + keyword search across your claude.ai chats AND Claude Code sessions |
get_chat | Fetch a full conversation by id |
list_recent_chats | Your most recent conversations |
find_related | Conversations related to a topic or snippet |
index_terminal_sessions | Index your local Claude Code sessions now (so the current one becomes searchable) |
sync_now | Sync with your other devices now (paired peers + the dual-boot shared folder) |
Just ask Claude Code naturally ("what did we decide about X in my claude.ai chats?", "index this session", "sync this to my other devices") and it calls these. index_terminal_sessions and sync_now are local-only (never exposed to the remote claude.ai connector). Note sync_now sends what is already indexed, so to include the session you are in, ask Claude to index_terminal_sessions first. To have context injected automatically at the start of a session, add the optional SessionStart hook.
2. From the terminal. memex search "...", memex stats, memex doctor, memex token (re-print the extension pairing token), memex --version.
3. Capture (automatic, you run nothing). The Chrome extension indexes a claude.ai chat as you open or reload it (and its "Backfill" button imports your old history once); your Claude Code sessions are indexed when a session ends, plus a 15-minute backstop.
| Path | Latency |
|---|---|
| A claude.ai chat into your local index | Near-instant: captured as you open/reload the chat (embedded in seconds) |
| A Claude Code session into your local index | At session end, plus a 15-minute backstop |
| Available to Claude Code on the same machine | Immediate (it reads the same local DB the capture writes) |
| Across devices | Not live. Periodic + overlap: see below |
Same-machine is essentially real-time. Cross-device is not a live relay (it is peer-to-peer with no cloud): paired devices auto-reconcile every 15 minutes while
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요