Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
MCP server for Zooza — class scheduling, attendance, and booking for activity businesses.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
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Works in Claude on the web, desktop and mobile:
https://mcp.zooza.app/mcpRun this in your terminal
claude mcp add --transport http zooza https://mcp.zooza.app/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"zooza": {
"url": "https://mcp.zooza.app/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"zooza": {
"type": "http",
"url": "https://mcp.zooza.app/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://mcp.zooza.app/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
We have not read this server’s tool list yet; we check endpoints in rotation.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
The registry name was verified against the domain zooza.app (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (0.2.0) reached the registry 5 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, Zendesk
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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.
Zendesk MCP Pack — tickets, users, organizations via OAuth.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
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
Only the beginning is shown; read the rest in the repo