Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Finland's Wilma school system for parents and students: schedule, homework, exams and messages.
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": {
"wilma": {
"command": "npx",
"args": [
"-y",
"@wilm-ai/wilma-cli",
"mcp"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add wilma -- npx -y @wilm-ai/wilma-cli mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"wilma": {
"command": "npx",
"args": [
"-y",
"@wilm-ai/wilma-cli",
"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": {
"wilma": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@wilm-ai/wilma-cli",
"mcp"
]
}
}
}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 6일 점검
레지스트리 이름이 도메인 wilm.ai 기준으로 확인되었어요(레지스트리가 도메인 소유를 확인해요)
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(2.4.0)은 3일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Node.js도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, LickityClick
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Create, edit and track LickityClick short links, campaigns and click stats from your AI assistant.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Command line interface for Wilma (Finnish school system), built for parents and AI agents. Students can use it with their own Wilma login too.
Needs Node.js 20.18.1 or newer.
npm i -g @wilm-ai/wilma-cli
pnpm add -g @wilm-ai/wilma-cli
wilma login
Opens a one-time login page in your browser: pick your school's Wilma and log in. The login is saved to ~/.config/wilmai/config.json.
Without a browser: wilma login --tenant --username with the password in WILMA_PASSWORD or piped via --password-stdin. Or set WILMA_TENANT, WILMA_USERNAME, WILMA_PASSWORD (and WILMA_TOTP_SECRET) and skip the saved login.
wilma logout # every saved login; `wilma logout 2` for one (numbers from `wilma accounts`)
Wilma allows one session per account: when WilmAI logs in, Wilma logs you out in your browser, and the other way round. wilma logout ends WilmAI's session, as Wilma's own Log out does, so you can use Wilma in the browser. The logins stay saved, and the next command logs in again. wilma config clear deletes the logins as well.
wilma summary # the daily briefing for every child — start here
wilma schedule tomorrow # today | tomorrow | week | next-week | 2026-10-07 | thu wilma exams # upcoming exams, with topics and start times wilma homework wilma notes --days 7 # lesson notes: absences and teachers' feedback wilma notes summary # those counted by kind for the school year wilma messages # newest first; [new] and reply counts wilma messages 27164611 # one message with its whole thread wilma news # dated bulletins plus pinned ones; --older for the rest wilma news 73291 # one bulletin with its links wilma news 73291 download 1 # a file linked from it wilma grades # recent exam grades wilma gradebook # course and report-card grades wilma printouts # PDFs such as report cards; wilma printouts saves one wilma students wilma help # usage, examples and the JSON shape
--student narrows to one (a number, the full name, or the start of a first or last name — never a loose match).--json or --text forces either. The JSON is the same as the MCP tools' — { students: [{ student, … }] } — compact, with times in Finnish time and their offset (2026-10-02T13:37:00+03:00).YYYY-MM-DD, today, yesterday or tomorrow.WILMAI_NO_SESSION_CACHE=1 turns this off.wilma summary --since yesterday returns only what is new: bulletins, messages, homework and lesson notes from that day on, plus anything unread.{ "status": "error", "code": "unknown_student", "message": "…" }, with exit code 2 for usage errors, 3 when not logged in, and 1 otherwise. Codes include invalid_argument, unknown_command, not_logged_in, unknown_student, ambiguous_student, not_found, login_failed, mfa_required, network and wilma_error.The 1.x spellings still work: kids list, tenants, attendance list, list, messages read , news read , news resource download , printouts download and --all-students.
Running wilma without arguments in a terminal opens an interactive menu.
wilma mcp
Starts a stdio MCP server with read-only Wilma tools (wilma_summary, wilma_schedule, wilma_read_news, …) that return the same data as the commands, plus wilma_logout, which ends WilmAI's Wilma session like wilma logout. Add it to any MCP client as npx -y @wilm-ai/wilma-cli@2 mcp. Setup guides for Claude, ChatGPT, Grok Bot and OpenClaw: https://wilm.ai
wilma news lists every link in a bulletin (resources). Any resource can be downloaded with wilma news download [--output ] (the resource id also accepts a bare number, e.g. 1 for resource-1). Wilma-hosted files download through the session; external links are fetched without your Wilma login, and only from public websites. The result's status says what happened: downloaded (use the returned path) or not_a_file when the link answered with a web page (for example a sharing link that needs signing in — open it in a browser instead). --output defaults to the current directory; existing files are never overwritten.
Children at schools on different Wilmas need one login per Wilma. Run wilma login again (or press "Add another school's Wilma" on the login page); commands then cover every child, and each child carries the wilma it belongs to.
wilma accounts # saved logins, numbered
wilma accounts remove # or the Wilma name or username; also ends that login's Wilma session
wilma find-school <city or school>
wilma update # when a newer version is out, a command says so on stderr, at most once a day (WILMAI_NO_UPDATE_CHECK=1 turns it off)
wilma config clear # deletes every saved login and session wilma home # where to download WilmAI Home, the Wilma app for Mac and Windows wilma --version
If your Wilma account has MFA/TOTP enabled:
Recommended: run wilma login. When Wilma asks for a code, the login page asks for your authenticator's setup key (base32 or otpauth:// URI) and saves it with the login, so later logins make their own codes. In the interactive menu (wilma), choose "Save TOTP secret for automatic login".
Without a saved login: set WILMA_TOTP_SECRET along with the other WILMA_* variables. --totp-secret also works, but a key on the command line ends up in shell history and is visible to other programs on the computer.
Logins are saved in ~/.config/wilmai/config.json (or $XDG_CONFIG_HOME/wilmai/config.json; override with WILMAI_CONFIG_PATH) and the current Wilma sessions in wilmai-sessions.json next to it, both readable only by you. wilma logout ends the sessions and deletes them, keeping the logins; wilma config clear deletes both.
A TLS certificate error means the network is intercepting TLS and re-signing with a private root CA (common behind a corporate secure web gateway). Node ignores the OS trust store, so curl and your browser keep working while every Wilma request fails. A successful npm install is not evidence that TLS is healthy — the npm registry is commonly exempt from inspection.
NODE_USE_SYSTEM_CA=1 wilma summary # Node >=22.19 / >=24.6
node --use-system-ca "$(command -v wilma)" summary # Node >=22.15 NODE_EXTRA_CA_CERTS=/path/to/root-ca.pem wilma summary # explicit root
Never use NODE_TLS_REJECT_UNAUTHORIZED=0 — it turns verification off entirely.
In JSON, transport failures have the code network, with the underlying cause and a hint, so agents can branch on it:
{
"status": "error", "code": "network", "message": "TLS certificate verification failed for https://example.inschool.fi (UNABLE_TO_GET_ISSUER_CERT_LOCALLY)", "cause": "UNABLE_TO_GET_ISSUER_CERT_LOCALLY", "hint": "..." }
--student narrows to one.