Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Build Umlout projects: objects with types and fields, relations, and boards that draw them.
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.
Pick the AI app you use, then copy the settings.
AuthorizationValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Run this in your terminal
claude mcp add --transport http umlout https://www.umlout.com/mcp/http --header 'Authorization: your-value'Fill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"umlout": {
"url": "https://www.umlout.com/mcp/http",
"headers": {
"Authorization": "your-value"
}
}
}
}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": {
"umlout": {
"type": "http",
"url": "https://www.umlout.com/mcp/http",
"headers": {
"Authorization": "your-value"
}
}
}
}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.
This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Your choice stays on this device in a cookie; no account needed.
Authorization secret required HTTP headerThese 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 with the GitHub account dmkorj, which owns the repo
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.
You need to fill in: Authorization
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 (1.2.0) reached the registry 32 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, First Sale Scout
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.
Playbooks and a 14-day checklist for founders winning their first paying customers.
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Let your AI assistant draw on a real whiteboard.
Umlout exposes a hosted Model Context Protocol server, so Claude, Cursor, VS Code Copilot and any other MCP client can build and edit projects in your Umlout workspace — UML class, sequence, activity and state boards, flowcharts, wireframes, agile and planning boards, floor plans, dashboards and cloud architecture drawn with the AWS, Azure and Kubernetes icon sets.
Nothing to install and nothing to run: the server is hosted at https://www.umlout.com/mcp/http (Streamable HTTP). The older SSE address, /mcp/sse, still answers, but an SSE session does not survive a restart of the service, so a client pointed at it fails after every deploy until it is reconnected by hand. Use /mcp/http. You only need an API key.
1. Get an API key. Sign in at umlout.com, open Profile → AI clients, pick your client and create a key. The profile page gives the exact text for your client with the key already in it.
2. Add the server to your client.
Claude Code
claude mcp add --transport http umlout https://www.umlout.com/mcp/http --header "Authorization: Bearer YOUR_API_KEY"
More options, including project scope: examples/claude-code.md.
Cursor · VS Code
~/.cursor/mcp.json:
{
"mcpServers": { "umlout": { "url": "https://www.umlout.com/mcp/http", "headers": { "Authorization": "Bearer YOUR_API_KEY" } } } }
VS Code reads a different shape — servers, not mcpServers, and "type": "http" — so use examples/vscode.json in .vscode/mcp.json. It prompts for the key and keeps it in VS Code's secret storage instead of a committed file.
Claude Desktop — via the mcp-remote bridge
Claude Desktop's config file does not take a remote URL directly, so route it through mcp-remote (needs Node.js). Edit ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows):
{
"mcpServers": { "umlout": { "command": "npx", "args": [ "-y", "mcp-remote", "https://www.umlout.com/mcp/http", "--header", "Authorization: Bearer YOUR_API_KEY" ] } } }
Then quit Claude Desktop completely and reopen it — closing the window is not enough.
Codex · Gemini CLI · Antigravity · Devin Desktop · other clients
Codex keeps the key out of its config and reads it from an environment variable — see examples/codex.md.
Every other client takes a JSON file with an address and a headers object; only the name of the address field differs:
| client | file | address field |
|---|---|---|
| Cursor | ~/.cursor/mcp.json | url |
| Gemini CLI | ~/.gemini/settings.json | httpUrl |
| Antigravity | ~/.gemini/config/mcp_config.json | serverUrl |
| Devin Desktop (formerly Windsurf) | its mcp_config.json (MCPs → View raw config) | serverUrl |
{
"mcpServers": { "umlout": { "serverUrl": "https://www.umlout.com/mcp/http", "headers": { "Authorization": "Bearer YOUR_API_KEY" } } } }
</details>
ChatGPT · Claude connectors · Grok — clients that take only an address
No key: give the client https://www.umlout.com/mcp/http. It opens an Umlout page where you sign in and allow it. See docs/authentication.md.
3. Ask for a board:
Create a project "Auth" and draw a UML sequence diagram of the OAuth2 authorization code flow
on a board in it.
Verify your setup at any time:
python3 scripts/check_connection.py --api-key YOUR_API_KEY
95 tools across twelve areas, plus 4 read-only resources. Full reference with every argument: docs/tools.md and docs/resources.md.
Umlout stores a project, and a board is one view of it. A project holds objects — each with a name, exactly one type, its own properties and a description — and the relations between them. A figure on a board is one drawing of an object, so the same object can be drawn on five boards and is still one object; a line on a board is one drawing of a relation.
| Area | What the assistant can do |
|---|---|
| Projects | Create, list, read, rename, share publicly and delete projects |
| Boards | Create boards in a project, find them by name, rename, point the camera, clear, delete and restore |
| Objects and folders | Create objects, folders and relations in one call; update, merge duplicates, give an object its own detail board |
| Relations | Create and update relations with UML detail; reverse a relation's direction |
| Types and fields | Browse the catalogue's types; declare the project's own types; describe each type's fields — text, number, yes/no, choice, markdown, reference, counter, computed, file, list of pairs — and the template an object of the type is drawn with |
| Shared fields | Describe a field once and use it in several types |
| Shapes and connections | Draw figures of objects and free figures, UML classes with their compartments, connections with UML notation, sequence messages, custom anchor points; update and delete one at a time or hundreds per call |
| Composite figures and palettes | Save a set of figures as one card and place it again; redraw older copies; arrange the toolbar's palettes |
| Files | Upload files into a project, rename, delete and restore them; show an image in an Image figure |
| Comments | Add, list, resolve and delete comments and replies on any figure or line |
| Deleted items | List what was deleted in a project and restore it — a board, an object, a relation, a type, a shared field or a file |
| Plan and limits | Read the plan's quotas and what is left of the rate-limit budgets |
The figure vocabulary covers 205 figures — basic geometry, UML (class, use case, state, activity, sequence, component, deployment, timing), flowchart, charts and dashboard figures, agile and retrospective cards, plans with stages and tasks, floor plans, and a full wireframe kit — plus the AWS, Azure and Kubernetes icon libraries.
status field to every Task and count the done ones on each Stage."*Every request carries your key in Authorization: Bearer (or X-API-Key), or an OAuth token for a client that signs in through the browser. Both are scoped to your account — the assistant sees exactly the projects you can see, with the role you have in each, and nothing else.
| Limit | Value |
|---|---|
| Tool calls | 300 per minute |
| Write tool calls | 600 per hour |
Bulk write calls (bulk_*) | 600 per hour, in addition to the write budget |
Details, key rotation and revocation: docs/authentication.md. Something not working? docs/troubleshooting.md.
This repo is the public home of the Umlout MCP connector: documentation, client configs, the registry manifest (server.json) and a connection checker. The server itself is a hosted service — there is no local installation, so there is no server source here.
Issues and questions about the MCP integration are welcome in Issues.
MIT — documentation and examples.