Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Architecture intelligence, security analysis, and living docs. 15 tools, Mermaid output.
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.
UMLFORGE_API_KEYValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
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Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"umlforge": {
"command": "uvx",
"args": [
"umlforge"
],
"env": {
"UMLFORGE_API_KEY": "your-value"
}
}
}
}Run this in your terminal
claude mcp add umlforge --env UMLFORGE_API_KEY=your-value -- uvx umlforgeFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"umlforge": {
"command": "uvx",
"args": [
"umlforge"
],
"env": {
"UMLFORGE_API_KEY": "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": {
"umlforge": {
"type": "stdio",
"command": "uvx",
"args": [
"umlforge"
],
"env": {
"UMLFORGE_API_KEY": "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 one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
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.
Runs on your computer; the tool list appears in your AI app after you install it.
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 dave1362, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
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: UMLFORGE_API_KEY
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.4.0) reached the registry 21 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv) on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, Detailing Manager
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.
Connect your auto detailing studio's tasks, cars, clients and revenue to Claude or ChatGPT.
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.
Architecture intelligence, security analysis, and living documentation — inside your coding agent.
UML Forge gives Claude Code, Cursor, Windsurf, and any MCP-compatible coding agent a suite of 15 tools (14 diagram tools plus umlforge_get_result) for producing professional UML diagrams from your codebase, schema, or architecture descriptions.
Claude Code:
{
"mcpServers": { "umlforge": { "command": "uvx", "args": ["umlforge"], "env": { "UMLFORGE_API_KEY": "your-api-key" } } } }
Cursor / Windsurf — add the same block to your MCP settings.
Get your API key at umlforge.dev.
| Tool | Description |
|---|---|
umlforge_suggest | Start here. Describe your goal in plain English — returns the right tool and a ready-to-run call |
umlforge_reverse_engineer | Class, sequence, and state diagrams from a codebase or GitHub URL |
umlforge_api_sequence | Sequence diagrams for request flows across services |
umlforge_erd_schema | Entity-relationship diagrams from domain descriptions or SQL schemas |
umlforge_state_machine | State diagrams from entity lifecycles and business rules |
umlforge_frontend_components | Component hierarchy and interaction diagrams for UI features |
umlforge_deployment | Infrastructure and CI/CD pipeline diagrams |
umlforge_threat_model | STRIDE threat model + attack surface diagram |
umlforge_event_driven | Event flow and pub/sub architecture diagrams |
umlforge_ai_agent | Agent topology and tool-call flow diagrams for LLM pipelines |
umlforge_stakeholder_arch | C4 context diagrams for investors, CTOs, and non-technical stakeholders |
umlforge_living_docs | Update existing diagrams to reflect sprint or PR changes |
umlforge_onboarding | Day-one knowledge-transfer package for new team members |
umlforge_legacy_migration | Legacy structure + modern architecture diagrams and 6-phase migration roadmap from COBOL, Fortran, ABAP, RPG, and other legacy languages |
umlforge_get_result | Retrieve a generation that was still running (see *Long-running generations*) |
All diagram tools accept report_mode=True to generate a written analysis report alongside the diagram. Leave report_mode unset to follow your account's saved preference (the dashboard toggle); report_mode=False forces diagrams only.
A detailed diagram can take a minute or two, and some MCP clients cancel any tool call after about 60 seconds. UML Forge tools therefore wait up to 45 seconds for the result. If a diagram is still generating, the tool replies with a job id and umlforge_get_result retrieves it when it is ready (results are kept for one hour). Clients with longer timeouts can wait longer by setting UMLFORGE_WAIT_SECONDS (5-200) in the env block of your MCP configuration.
MIT — see LICENSE.