Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Finland's Wilma school system for parents and students: schedule, homework, exams and messages.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"wilma": {
"command": "npx",
"args": [
"-y",
"@wilm-ai/wilma-cli",
"mcp"
]
}
}
}在终端中运行这条命令
claude mcp add wilma -- npx -y @wilm-ai/wilma-cli mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"wilma": {
"command": "npx",
"args": [
"-y",
"@wilm-ai/wilma-cli",
"mcp"
]
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"wilma": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@wilm-ai/wilma-cli",
"mcp"
]
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月6日
注册名称已通过域名 wilm.ai 验证(注册中心会核实域名所有权)
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(2.4.0)于3天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Node.js。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Safe Fetch
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
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.
MCP server for fetching URLs, safe against SSRF, DNS rebinding, and redirect-to-internal attacks.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
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.