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)
MCP server for Zooza — class scheduling, attendance, and booking for activity businesses.
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 …”。
适用于网页版、桌面版和手机版 Claude:
https://mcp.zooza.app/mcp在终端中运行这条命令
claude mcp add --transport http zooza https://mcp.zooza.app/mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"zooza": {
"url": "https://mcp.zooza.app/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": {
"zooza": {
"type": "http",
"url": "https://mcp.zooza.app/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。
ChatGPT 只能连接互联网上的服务器:
https://mcp.zooza.app/mcp菜单名称可能因套餐和版本不同而略有差异。
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。
我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。
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7日
注册名称已通过域名 zooza.app 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
尚未检查;我们会轮流检查各个端点
尚未检查;我们会轮流检查各个端点
尚未检查;我们会在检查端点时读取工具列表
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。
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
GitHub 仓库最后更新于–,最新版本(0.2.0)于5个月前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Detailing Manager
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.
Connect your auto detailing studio's tasks, cars, clients and revenue to Claude or ChatGPT.
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。
Zooza MCP Server — AI-Powered Class Management for Activity Businesses
An open-source Model Context Protocol (MCP) server that connects Claude, ChatGPT, and other AI assistants directly to your Zooza account.
Natural language scheduling, attendance tracking, lead follow-up, and class management — no dashboard required.
Website · Documentation · Quickstart · Tools · Get a Zooza account
Zooza MCP Server is a free, open-source Model Context Protocol (MCP) integration for Zooza — the class management and scheduling software for dance schools, language academies, swim schools, music schools, STEAM programmes, sports clubs, and other activity businesses.
It lets activity managers, school administrators, and franchise operators manage schedules, track attendance, create classes, handle bookings and enquiries, set up instalment billing, and query their data through natural language conversation — using Claude, ChatGPT, or any MCP-compatible AI client — without opening the Zooza dashboard.
Zooza powers 500,000+ learners across Slovakia, the Czech Republic, Germany, the UK, and beyond — from single-location dance schools to international franchise networks. This MCP server brings the same platform to any AI client that speaks the Model Context Protocol.
New to Zooza? Create a free account at signup.zooza.online — it takes under 2 minutes.
"Open the register for tonight's adult ballet class."
"Who was absent from Saturday's Spanish beginners session?" "Mark everyone present in today's robotics group." "Add a note to this week's yoga class — we covered breathing techniques."
"Create a new Spanish for beginners course for Spring 2026 at the city centre location.
Classes every Tuesday 16:00–17:00 for 12 weeks, starting 3 March. Assign trainer Tomáš Novák and preview the full schedule before I confirm."
"Set up our summer robotics camp — Monday to Friday, 9:00–13:00, for 4 weeks in July.
Split into two age groups: 6–9 and 10–14. Preview both before I confirm."
Building a season by hand means two days of typing into empty forms. Instead, hand the assistant whatever you already have — a whiteboard photo, a hand-drawn sketch, a spreadsheet screenshot — and it drafts the whole term for you to review before anything goes live.
"Here's a photo of our autumn whiteboard — create these classes in my account, starting Monday the 8th."
"Screenshot of our timetable spreadsheet attached. Build the full term, respecting our holiday calendar."
You always see a preview table and calendar first, and nothing is created until you confirm — *you bring the intent, you keep the final say*. Read how one brand turned a single photo into 68 live classes across venues: From a photo to a full term of live classes.
"Which programmes are running this billing period?"
"Who's teaching dance on Monday evenings?" "Which STEAM courses still have free capacity this term?" "What sessions are scheduled for tomorrow?"
"Show unpaid registrations from this season."
"Which clients are on the waiting list for Saturday gymnastics?" "How many spots are left in the beginner English course?"
An enquiry arrives, gets a reply, and then lives in someone's inbox until it goes cold. The assistant keeps the whole thread as records in Zooza instead — the enquiry becomes a trackable lead, the reply comes back where you can see it, and anything needing a human becomes a to-do with a name on it.
"Log this enquiry from the contact form as a lead and tag it 'spring-open-day'."
"Did anyone reply to last week's trial invitations? Show me what they said." "This parent asked about sibling discounts — assign it to Katka, due Friday." "Tag the leads who booked a trial as 'converted' and close out the rest."
Nothing here emails the customer behind your back — capturing a lead sends nothing, and every outbound message still goes through the plan-then-confirm flow.
"Split our €200 term fee into 4 monthly payments and offer it on the ballet programme."
"This programme has 14 payment plans attached — clean it up, leave only the two we use." "Put Nováková's booking on the 3-instalment plan starting next month."
No report modules, no spreadsheet formulas. Ask a business question the way you actually think about it, and the assistant pulls the real numbers and lays them out — shaped around your question, not a fixed dashboard.
"Who's at which venue each day this week?"
"Which instructors are stretched thin, and who has room for more?" "What grew and what shrank between the spring and summer terms?" "How many seats does my whole operation actually have right now?"
Reporting only ever reads — it never touches bookings, classes, or payments, so you can explore freely. More on how brands use this: Custom reports, just by asking.
No clicking through menus. No switching tabs. No automation scripts. Just ask — Claude handles the lookups, rosters, previews, and confirmations.
| Client | How to connect |
|---|---|
| Claude Desktop | Native MCP over HTTPS |
| Claude Code | Plugin zip or manual .mcp.json |
| ChatGPT | OpenAI Actions — domain verified at mcp.zooza.app |
| Any MCP-compatible client | Streamable HTTP — https://mcp.zooza.app/mcp |
Don't have a Zooza account yet? Sign up free at signup.zooza.online
Add this to your claude_desktop_config.json:
{
"mcpServers": { "zooza": { "type": "http", "url": "https://mcp.zooza.app/mcp" } } }
File location:
~/Library/Application Support/Claude/claude_desktop_config.json%APPDATA%\Claude\claude_desktop_config.jsonRestart Claude Desktop. On first use, you'll be prompted to sign in to your Zooza account — no API keys, no extra setup, just your existing login.
Download the latest plugin from Releases (file named zooza-plugin-v*.zip) and run:
/install-plugin zooza-plugin-v*.zip
The plugin includes the MCP connection config, guided workflow skills, and automatic session context.
Note: Five of the 35 tools (
get_terminology,explain_data_model,comms_list_merge_vars,classes_list_schedule_patterns,negotiate_terminology) work without any Zooza account — useful for exploring how the data model works before connecting live data.
You → Claude / ChatGPT → Zooza MCP Server → Zooza API → Your data
The MCP server is stateless and hosted by Zooza at mcp.zooza.app. You don't run anything locally. Every request is authenticated against your Zooza account — Claude can only see and change what you're already allowed to access in the dashboard.
Every write operation requires explicit confirmation before anything is committed — Claude shows you what it's about to create or change, and only proceeds when you confirm.
Regions: EU (SK/CZ/DE/RO/HU/IT/PL), UK, US, and Asia regions are all supported. Your account is automatically routed to the correct regional infrastructure.
Multi-location and franchise accounts: Claude will ask which location to operate on at the start of each session. You can switch mid-conversation — useful for comparing across sites or managing a network.
Zooza MCP is designed for multilingual, multi-market operation. It understands regional terminology differences out of the box:
| Market | Language | How Zooza users say it |
|---|---|---|
| Slovakia | Slovak | kurzy (programmes), hodiny (sessions), dochádzka (attendance) |
| Czech Republic | Czech | kurzy / lekce (sessions), evidence docházky (attendance) |
| Germany / Austria | German | Kurse (courses), Stunden (sessions), Stundenplan (schedule) |
| UK | English | terms, registers, classes |
| Romania, Hungary, Italy, Poland | Local + English | supported |
The negotiate_terminology tool lets Claude learn your business's specific vocabulary once and use it in every future conversation — so if you call programmes "kurzy" and sessions "hodiny," Claude will always respond in your terms.
35 tools covering scheduling, attendance, bookings and leads, client communication, payments and instalment billing, reporting, class and session editing, and Zooza domain knowledge.
| Tool | What it does |
|---|---|
classes_add_course | Create a new programme — the container that holds pricing, payment settings, and booking-form config. Only for a genuinely new offering; a new term or time slot is a class inside an existing programme |
classes_preview_schedule | Preview a recurring class schedule before committing |
classes_preview_events | Preview individual sessions across a date range |
classes_commit_class | Create a class with a full recurring session schedule |
Every edit is a two-step preview → confirm — you call the same tool twice, and nothing changes until you approve the diff.
| Tool | What it does |
|---|---|
classes_update | Edit a class — name, price, capacity, billing period, instructor, venue, or duration. Call once to preview, again with the token to apply |
sessions_update | Edit specific sessions — reschedule a date/time, or change instructor, venue, or duration. Call once to preview, again with the token to apply. Can notify affected clients |
classes_update_course_settings | Change programme settings one section at a time — pricing, online booking, make-ups, trial, auto-enrolment, attendance, feedback, or archiving |
| trainers_add_helpers | Register additional lecturers (second instructor / assistant / helper) on classes and pick which sessions each wo
只显示了开头部分;其余内容请在仓库中阅读