Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Descripción del creador (original en inglés)
Finland's Wilma school system for parents and students: schedule, homework, exams and messages.
Estos tres nunca se combinan en una sola puntuación: las opiniones, las mediciones y la popularidad son cosas distintas.
Todavía no escribimos un resumen sencillo para este. Abajo están los datos que leímos del registro.
Elige la app de IA que usas y copia la configuración.
Necesitas
¿Qué app usas?
Elige tu app arriba. La recordamos, así que la próxima vez el botón dirá “Instalar en …”.
Abre Claude Desktop → Settings → Developer → Edit Config y pega esto en claude_desktop_config.json
{
"mcpServers": {
"wilma": {
"command": "npx",
"args": [
"-y",
"@wilm-ai/wilma-cli",
"mcp"
]
}
}
}Ejecuta esto en tu terminal
claude mcp add wilma -- npx -y @wilm-ai/wilma-cli mcpPégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"wilma": {
"command": "npx",
"args": [
"-y",
"@wilm-ai/wilma-cli",
"mcp"
]
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Pégalo en .vscode/mcp.json de tu proyecto
{
"servers": {
"wilma": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@wilm-ai/wilma-cli",
"mcp"
]
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Este se ejecuta en tu computadora, y ChatGPT solo puede conectarse a servidores en internet. Elige otra app.
Tu elección se guarda en una cookie en este dispositivo; no necesitas cuenta.
Esta configuración se genera a partir de la ficha del creador en el registro. Si el README dice otra cosa, sigue el README.
Se ejecuta en tu computadora; la lista de herramientas aparece en tu app de IA después de instalarlo.
Revisamos información que cualquiera puede ver; no hemos leído el código. Las revisiones que no aplican no se cuentan. · Revisado el 6 nov 2026
El nombre en el registro se verificó con el dominio wilm.ai (el registro comprueba quién es dueño del dominio)
Todavía no hemos leído este repo en GitHub
Todavía no hemos leído este repo en GitHub
Este se ejecuta en tu computadora; no hay endpoint en internet
Se ejecuta en tu computadora y usa ajustes locales en su lugar
Se ejecuta en tu computadora; solo podemos leer listas de herramientas de endpoints en internet
Comparado con todos los servidores activos de esta categoría en el registro. Las estrellas solo cuentan cuando quien lo publica es dueño del repo.
Superó 1 de 1 revisiones básicas aplicables. No hemos leído el código. Antes de agregar una clave o un token, revisa qué acceso pide el servidor y usa una clave que tenga solo los permisos que necesitas.
El registro no indica ninguna clave obligatoria, aunque algunos servidores te piden iniciar sesión la primera vez que los usas.
Se ejecuta en tu computadora. Tu app de IA lo inicia cuando hace falta, y los datos no pasan por los servidores del creador (a menos que el propio servidor llame a un servicio en línea).
El repo de GitHub cambió por última vez –, y la última versión (2.4.0) llegó al registro hace 3 días.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. También necesitas Node.js en tu computadora.
En la misma categoría: Spec Driven Development, Remote Desktop Commander, AI Deprecations
Servidores de la misma categoría hechos por otros creadores, ordenados por estrellas.
Cómo leer una tarjeta:★ Estrellas de GitHubiTres pilares: reseñas · revisiones · usoiActualizado = fecha en que se publicó la última versión en el registroi
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.
AI model shutdown dates, replacements, change feed and webhook alerts for 8 providers.
Copiado tal cual del repo del creador. PopNx MCP no lo ha revisado ni lo respalda. Se quitaron HTML, imágenes y scripts. Los enlaces llevan fuera de este sitio.
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.