Context7
Up-to-date docs for AI agents
제작자가 쓴 설명(영어 원문)
Shared memory for client engagements: decisions with reasons, blockers, promises, what was tried.
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://api.getkika.app/mcp터미널에서 이 명령어를 실행하세요
claude mcp add --transport http kika https://api.getkika.app/mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"kika": {
"url": "https://api.getkika.app/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": {
"kika": {
"type": "http",
"url": "https://api.getkika.app/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://api.getkika.app/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
레지스트리 이름이 GitHub 계정 usekika 기준으로 확인되었고, 이 계정이 저장소를 소유하고 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 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.
제작자의 클라우드에서 실행돼요. 설치 없이 인터넷으로 연결하지만, 보내는 내용은 제작자의 서버를 거쳐요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.2.4)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
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제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Kika gives a project one memory that every agent and every person on it reads. What was decided and why, what is blocked, what was promised and by when, what was already tried and dropped. None of that is in the repository, and an agent cannot infer it from the code.
One install gives you both halves:
get_brief, search_memory, remember, update_memory, close_loop, so an agent can read the project's memory and add to it; andThe hook is the part no other memory product has. A handshake that says "write things down when they matter" is advice, and a model under load ignores advice. A hook is not advice.
/plugin marketplace add usekika/kika-plugin
/plugin install kika@kika
Then /mcp, choose kika, and approve in the browser.
That is the whole install. The plugin carries both halves, so there is nothing to clone, no script to run, and no second credential: the hook reads the OAuth token Claude Code already holds for this server and keeps refreshed.
Projects create themselves the first time something worth remembering is said in a repository. There is nothing to set up per project.
For CI, or a machine with no browser. Get one at getkika.app/app/connect:
claude mcp add --scope user --transport http kika https://api.getkika.app/mcp \
--header "Authorization: Bearer kika_mcp_…"
--scope user matters: without it the server is bound to the one project you happened to be in. The hook reads that same header out of your MCP configuration, so it is still one credential.
The OAuth path is verified on macOS, where Claude Code keeps the token in the login keychain. Elsewhere the hook looks for ~/.claude/.credentials.json first, which may or may not be where your build stores it. If capture is silent on Linux or Windows, use the --header form above.
They install the same way and sign in as themselves. What they do in their own repositories is their own memory.
To put them on a project of yours, add them at getkika.app/app/projects — the project, then People, then the email address they sign in with. They do not need an account first; the invitation waits and is claimed the first time they sign in.
From then on their checkout of that repository resolves to *your* project rather than a second copy of it: what they decide, you read, and every fact shows who recorded it and from which branch. Everyone on a project can read and write its memory; only the owner decides who else is on it.
Until you add them, a repository that already belongs to a project is refused rather than duplicated. The agent is told the project exists, that they are not on it, and that whoever set it up can add them.
When a finished turn looks like it settled something, the hook posts to https://api.getkika.app/hooks/turn:
git remote get-url origin for itIt does not send your source code, your environment, or any other conversation. Most turns are discarded on your machine before any request is made at all.
Once per project, when Kika first creates the project for a repository, it asks for that repository's docs so the project starts with an overview rather than an empty page. The hook then posts to https://api.getkika.app/hooks/bootstrap:
git ls-files lists — never untracked files, never anything under a dot-directoryThis happens once per project and never again.
It reads a credential in one of four places, in this order: the Authorization header you configured on the MCP server, the OAuth access token Claude Code holds for this server (macOS keychain, or ~/.claude/.credentials.json), ~/.kika/token, or ~/.kika/hooks-key. It never reads a credential belonging to any other server.
~/.kika/hooks-key exists because an OAuth access token lasts an hour and only the agent renews it — so without it, capture stopped an hour into any session where the agent did not happen to call Kika. While your OAuth sign-in is fresh, the session-start hook asks for a capture-only key once per machine and saves it there, readable only by you. The server accepts that key on the hooks and refuses it on the MCP tools, so it cannot search or read your memory beyond the session brief, and it cannot mint another key. It is listed at getkika.app/app/connect as "capture only", and revoking it there works like any key. With none of them present, capture exits immediately and sends nothing.
What it does say: once a day, at the start of a session, if no credential is found or the server rejects the one it has, you see one line — "Kika is not signed in … nothing from this session will be remembered". Capture that is off should never look like capture with nothing to save. That check runs on your machine and sends nothing but the request it was going to make anyway.
The hook runs after your turn ends and never blocks it. It exits quietly in every path, including failure: a hook that interrupts you is a hook you disable.
getkika.app/app/trail shows every turn the hook saw, including the ones it saved nothing from and why, and what each cost you.
Anything recorded this way is marked agent-written and unverified. It can never overwrite something from one of your meetings, it never reaches your meeting notes, and every entry is listed at getkika.app/app/activity with an Undo that removes it.
Remove the plugin. Removing only the MCP server (claude mcp remove kika) leaves the hooks installed with no token to find: nothing is sent, and the once-a-day "not signed in" line appears until the plugin is removed too.