Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
A private family archive: family tree, life stories, photos and albums, for your family only.
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://kumbaa.app/mcpRun this in your terminal
claude mcp add --transport http kumbaa https://kumbaa.app/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"kumbaa": {
"url": "https://kumbaa.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": {
"kumbaa": {
"type": "http",
"url": "https://kumbaa.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://kumbaa.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 6, 2026
The registry name was verified against the domain kumbaa.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 (1.0.0) reached the registry 5 days 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, SSTracker free youth training
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.
Free youth sports drills, practice plans and age-group answers for parents and coaches.
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Your family archive in any AI assistant. Kumbaa is a private website for one family: its family tree, the life stories of the people in it, and its old photographs, seen only by the relatives the family invites. Connect it to Claude, ChatGPT or any app that speaks the Model Context Protocol to ask about your family, look at its photos, and, if you look after the archive, add people, link them into the tree, caption and tag photos, and invite relatives.
https://kumbaa.app/mcp
It's a hosted, remote server (Streamable HTTP). There's nothing to install and no API key. The first time a tool is used, you sign in with the same Kumbaa account you use on your family's website and approve the connection. One connection reaches every family archive you belong to, with the role you have in each.
This repository holds connection instructions and configuration only. The Kumbaa service
and its server code are not here.
You need a Kumbaa account that's already in a family archive. Sign in once on your family's website ( .kumbaa.app) with the email address you were invited with, or start an archive at kumbaa.app. The assistant then acts as that account. If you haven't done this, every tool tells you to sign in on the website first.
| App | How |
|---|---|
| Claude (web, desktop, mobile) | Settings → Connectors → Add custom connector → https://kumbaa.app/mcp. Step by step: kumbaa.app/claude. |
| ChatGPT | Add it as an app with the URL above (Developer mode, on Plus, Pro, Business, Enterprise and Edu). Step by step: kumbaa.app/chatgpt. |
| Claude Code | claude mcp add --transport http kumbaa https://kumbaa.app/mcp, then /mcp to sign in. |
| VS Code (Copilot) | Command palette → *MCP: Add Server* → HTTP → https://kumbaa.app/mcp, or copy clients/vscode-mcp.json to .vscode/mcp.json. |
| Gemini CLI | gemini extensions install https://github.com/sanjaybhagia/kumbaa-mcp, then /mcp auth kumbaa. |
| Codex CLI | Add clients/codex-config.toml to ~/.codex/config.toml, then codex mcp login kumbaa. |
| Cursor | Settings → MCP → Add server, or copy mcp.json to ~/.cursor/mcp.json. See Auth details. |
| Windsurf | Add clients/windsurf-mcp_config.json to ~/.codeium/windsurf/mcp_config.json. |
| Anything else | Point it at https://kumbaa.app/mcp. For apps that only run local (stdio) servers, see llms-install.md. |
Everyone in a family can use the reading tools. The tools that change things work for the family's owner and curators; a viewer who tries one is told that only curators can.
| Tool | What it does |
|---|---|
list_families | The family archives you belong to, your role in each, and which one is current. |
switch_family | Make another of your family archives the current one. |
list_people | Everyone in a family tree, or those matching a name, with dates, parents, partners and children. |
get_person | One person's profile: names, dates, places, story, family links and photos. |
list_albums | A family's photo albums, with years and photo counts. |
get_album | One album and its photos, with who is in each. |
find_photos | Find photos by caption, place, person or album, or those still missing a detail. |
view_photo | Look at one photo, with its caption, year, place and the people in it. |
add_person | Add someone to the family tree. |
update_person | Change someone's details. |
remove_person | Remove someone from the tree (their photos stay). Asks first. |
link_people | Add or remove a parent, child, spouse or sibling link. Removing asks first. |
update_marriage | A marriage's date, place and story. |
set_tree_start | The person the family tree opens on. |
set_portrait | Use a photo as someone's portrait. |
update_photo | Change a photo's caption, year, place, album or the people in it, or share it with the family. |
update_photos | The same change to many photos at once. |
upload_photo | Add a photo from an image URL or file. It waits for a curator unless shared straight away. |
delete_photo | Delete a photo for good. Asks first. |
save_album | Create an album, or change one. |
delete_album | Delete an album; its photos stay. Asks first. |
list_members | Who is in the family archive, and who has been invited. |
invite_people | Invite relatives by email, as viewers or curators. |
revoke_invitation | Take back an invitation nobody has used. |
change_member_role | Make a member a curator or a viewer. |
remove_member | Take someone's access away. Asks first. |
rename_family | Change the family archive's name. |
Every tool has a title and read-only or destructive annotations. Anything that removes people, photos, albums, family links or members needs the person's clear yes, and the server asks the assistant to get it first. Handing over ownership, deleting a family archive, backups and face detection stay on the website.
Each call is checked against your membership of that family at that moment, exactly as on the website. A family you aren't in looks the same as one that doesn't exist. See the privacy policy.
A family archive is free for 14 days, then US$6.99 a month or US$69 a year, per family. Everyone the family invites joins free. Connecting an assistant costs nothing extra. See kumbaa.app/pricing.
https://clerk.kumbaa.app (Clerk).client_id_metadata_document_supported: true). Claude, Claude Code and ChatGPT use it; VS Code and Gemini CLI say they support it too. Dynamic client registration is on as well (registration_endpoint: https://clerk.kumbaa.app/oauth/register), for Cursor, mcp-remote and other apps that only use it.401 with WWW-Authenticate: Bearer resource_metadata="https://kumbaa.app/.well-known/oauth-protected-resource/mcp". Also https://kumbaa.app/.well-known/oauth-protected-resource and https://kumbaa.app/.well-known/oauth-authorization-server.https://kumbaa.app/mcp (the aud claim). A website session token, or a token for any other address, is refused.app.kumbaa/kumbaa (server.json).kumbaa.app · Features · Claude · ChatGPT · Pricing · Privacy · Terms · Support · support@kumbaa.app
Made in Sydney by Arigato Consulting Pty Ltd. The files in this repository are MIT licensed; see LICENSE.