Context7
Up-to-date docs for AI agents
제작자가 쓴 설명(영어 원문)
Shared, living memory for you and your people — coves your AI assistant can read and write.
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://reefwith.me/mcp터미널에서 이 명령어를 실행하세요
claude mcp add --transport http reef https://reefwith.me/mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"reef": {
"url": "https://reefwith.me/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": {
"reef": {
"type": "http",
"url": "https://reefwith.me/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://reefwith.me/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 7일 점검
게시자(reefwith.me)가 저장소 소유자(diepzee)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(1.0.1)은 2개월 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
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.
Shared, living memory for you and the people you share your life with — and for the AI assistants you both already use.
Your assistant forgets you between conversations. reef gives it a memory that lasts — and one your partner, your household, or your project can share.
You need an invitation — reef is invite-only. Once you have one:
uv tool install reef-cli # or: npm install -g @haai/reef-cli
reef login reef load-index
To use it from an assistant instead, add https://reefwith.me/mcp as a remote MCP connector and sign in with the address you were invited on.
In Claude Code, the plugin carries that connector and three commands with it:
claude plugin marketplace add diepzee/reef
claude plugin install reef@haai
/reef:recall answers from memory rather than from guesswork, /reef:remember files something away, and /reef:whats-new reports what the other people's assistants have been writing.
There is a browser app too, at reefwith.me/app. Use it to read and edit pages without an assistant.
Memory lives in coves. You get one private cove the first time you sign in. You can create any number of shared ones — a household, a school circle, an accountant, a small project.
| Private cove | Shared cove | |
|---|---|---|
| Who can read it | Only you | Everyone invited |
| Created | At first sign-in | By whoever needs it |
| Named | Always personal | By you, for you |
| People join | Never | By email invitation from the owner |
You name shared coves for yourself. Your name for a cove is yours alone. Two households can each have a family without either knowing the other exists, and nobody can take a name from anybody else.
Sharing is deliberate and permanent. Moving something out of your private cove takes two steps. First your assistant shows you the exact text and names everyone who will be able to read it. Only then does it move.
Writing private content into a shared cove any other way is refused — not discouraged, refused. And there is no un-sharing.
reef loads an index first, then pages — the LLM Wiki pattern, adapted for shared, permissioned memory.
load_index and gets a map of every page it may see: path, title, tags, and a one-line description. No page bodies.read_pages.search_pages matches words inside page bodies — and because it runs under the same row-level security as every read, a search can never surface a page its caller could not open.The index is rebuilt from the database on every call, so it cannot fall out of date.
Nothing is recorded silently. Mid-conversation, a fact worth keeping goes through remember, which stages it as a dated line in that cove's inbox — and before the conversation ends, the assistant says what it is keeping so you can strike anything first.
An inbox entry is not memory yet. A tidy-up — ask for one any time — compiles inboxes onto real pages, flags pages that have gone stale, and surfaces contradictions between your pages and shared ones instead of silently picking a winner. Deliberate capture, reviewed by you, is the design: reef will not transcribe your conversations behind your back.
The database enforces it, not the application code.
Every page, file, and membership is guarded by PostgreSQL Row-Level Security. A query with a forgotten filter returns nothing rather than somebody else's data. Getting it wrong fails closed.
This works only because the app connects as an ordinary database role. A superuser ignores every policy, so reef runs as rif_app — which can read and write rows but cannot change the schema. Migrations and backups use a separate, more privileged credential. See scripts/provision_app_role.py.
Pages are Markdown from the moment you write them. The web app exports:
Both are plain files that outlive this deployment. Export is one-way, out of reef — nothing here locks your memory in.
Two packages, both installing a reef command:
| Install | What you get | |
|---|---|---|
| Python | uv tool install reef-cli | Every MCP tool as a named command |
| npm | npm install -g @haai/reef-cli | login, tools, and call |
Named commands use hyphens: load_index becomes load-index. Every result is JSON, and an error such as not_found also exits non-zero.
reef read-pages personal profile.md preferences.md
reef write-page personal plans.md --body-file ./plans.md \ --message "Add the summer plan" --title Plans reef add-file personal ./lease.pdf --description "Signed rental agreement" reef call read_pages '{"cove":"personal","paths":["plans.md"]}'
reef call takes any MCP tool name and a JSON object, so it reaches everything the named commands do. Large inputs can come from a file or stdin; uploads are encoded for you.
Both packages sign in through the same browser flow. Each caches its own token, so logging in with one does not log in the other. Tokens live in a user-private config file.
Set REEF_MCP_URL to point at another server, or REEF_ACCESS_TOKEN for a headless run.
Run reef tools for the live schemas, and reef --help for arguments.
Agent skill: skills/reef/SKILL.md teaches an assistant the retrieval protocol, private-by-default writing, optimistic locking, and when it must ask you before acting.
Live since 6 August 2026 at reefwith.me, deployed on Railway behind WorkOS AuthKit, and in daily use.
Complete and reviewed: the schema and access control, index and page reads, versioned writes, and section-level sharing. Also multi-user coves with owner-managed invitations, file storage, the browser app, import, backup, and export.
Tests run against a real PostgreSQL, not a mock.
Known gaps, honestly:
An independent scheduled job now writes a daily pg_dump to R2. Every run observed from 24 August through 10 September 2026 uploaded successfully and passed the script's byte-count check. Separately, a 7 August production dump passed a restore drill. Railway-managed backup status and R2 retention controls remain unverified.
Everything outstanding is tracked in the "Open items" list at the top of docs/runbook.md.
You need Docker and uv. just is optional but does the setup for you.
just setup # dependencies, database, and the roles the tests need
just test # lint, Python suite, frontend suite just dev # serve the app locally
just on its own lists every task. Without it:
docker compose up -d # PostgreSQL on port 5433
uv sync && (cd frontend && bun install) uv run pytest # builds its own schema in rif_test
A cluster created before the test roles existed is missing them, and the suite says so loudly rather than testing a weaker shape. just db-roles repairs it.
Two things about the local database are deliberate, not accidental:
docker-compose.yml.Migrations seed one person and their coves. Nobody else is seeded, on purpose. An email address is the key a first sign-in binds against, and a migration does not re-run to correct a wrong guess. Everyone else arrives by invitation.
Write your PR title as a Conventional Commit (PRs are squash-merged, so the title is what decides the release version), and add a one-sentence fragment under changes/ if a person using reef would notice the change — see docs/releasing.md.
| Document | What it covers |
|---|---|
docs/spec.md | The design and why it is shaped this way |
docs/runbook.md | Deploying, and what is still open |
docs/restore.md | Backup and restore |
docs/competitor-research.md | The market around it |
The server — everything at the repository root — is AGPL-3.0-or-later. Read it, run it for yourself, fork it. The one condition that bites is the network one: if you run a modified reef as a service other people use, you owe them your changes. That matches what reef asks of itself. If somebody else is holding your memory, you should be able to see the code that holds it.
The parts you install rather than host are MIT, because a licence should not be a reason to hesitate over a client:
| Part | Licence |
|---|---|
The server (src/, this repository) | AGPL-3.0-or-later |
clients/python — reef-cli on PyPI | MIT |
clients/ts — @haai/reef-cli on npm | MIT |
plugins/reef — the Claude Code plugin | MIT |
Copyright is held by Haai BV.
The product is reef, and so is the Python module. rif was the working name, and it survived far longer than intended.
What is still called rif is everything a running system remembers, because those are not names anybody reads — they are keys something already wrote down:
Still rif | What it is | Why it stays |
|---|---|---|
app_name="rif" | Piccolo's key in the migration table | Renaming it makes Piccolo find zero applied migrations and replay the whole chain against a populated database |
rif_roster, rif_admit_member, … | SQL helper functions | They are the row-level-security boundary; renaming them is live DDL on the part of the system that must not be got wrong |
rif, rif_authz, rif_probe | database roles | RLS is only enforced against the right roles, and the suite asserts privileges as rif_probe |
| RIF_* | environment variables | Twelve are set on Railway, including the signing key and the open door;
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