Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Offline docs-as-code for any backend and frontend: a MkDocs site in your repo, by your AI agent.
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.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"snapdoczilla": {
"command": "uvx",
"args": [
"snapdoczilla-mcp"
]
}
}
}Run this in your terminal
claude mcp add snapdoczilla -- uvx snapdoczilla-mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"snapdoczilla": {
"command": "uvx",
"args": [
"snapdoczilla-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": {
"snapdoczilla": {
"type": "stdio",
"command": "uvx",
"args": [
"snapdoczilla-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.
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 6, 2026
The registry name was verified with the GitHub account julvc, 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.
The registry does not list a required key, though some servers ask you to sign in on first use.
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 (1.2.0) reached the registry 16 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, 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.
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.
English · Español
Agent skills I use on real projects. Small, readable, easy to adapt. They follow the open Agent Skills format (SKILL.md), so they work in Claude Code first and also in Codex, OpenCode, Antigravity, Gemini CLI and other agents.
| Skill | What it does |
|---|---|
| SnapDoczilla | Documentation for any backend and any frontend as an offline HTML site inside your repo. Anyone reads it with a double click; any dev updates it with one command. Mermaid diagrams, API map, ADRs and react.dev-style component pages with real code and real usage. |
A component page generated by SnapDoczilla: real usage and real source, pulled from the repo on every build.
Two options. The Claude Code plugin is a managed bundle that updates when I ship. skills.sh copies editable files into your project, for any agent. Pick one: installing both gives you every skill twice.
Claude Code (plugin)
claude plugin marketplace add julvc/skills
claude plugin install snapdoczilla@juliovc
Or from inside a session:
/plugin marketplace add julvc/skills
/plugin install snapdoczilla@juliovc
Invoke it with /snapdoczilla:snapdoczilla, or just ask *"document this project"*: Claude picks it up on its own.
Codex, OpenCode, Antigravity, Gemini CLI and other agents
npx skills@latest add julvc/skills
Pick the skills and the agents to install them on. Or install one skill on one agent with no prompts:
npx skills@latest add julvc/skills --skill snapdoczilla -a codex -y
Agent ids: claude-code, codex, opencode, antigravity, gemini-cli. Add -g to install globally instead of in the current project.
Manual (no tooling)
Copy skills/snapdoczilla/ into your agent's skills folder:
| Agent | Project | Global |
|---|---|---|
| Claude Code | .claude/skills/ | ~/.claude/skills/ |
| Codex | .agents/skills/ | ~/.codex/skills/ |
| OpenCode | .agents/skills/ | ~/.config/opencode/skills/ |
| Antigravity | .agents/skills/ | ~/.gemini/antigravity/skills/ |
Prefer MCP over skills, or your client has no skills support? SnapDoczilla also ships as a local MCP server (stdio, Python). The agent still writes the docs from your code; the server does the deterministic parts: install, "what changed since the last documented commit", safe page writes and the strict build.
claude mcp add snapdoczilla -- uvx snapdoczilla-mcp
Claude Desktop, Cursor and other mcpServers clients:
{
"mcpServers": { "snapdoczilla": { "command": "uvx", "args": ["snapdoczilla-mcp"] } } }
Codex CLI (~/.codex/config.toml):
[mcp_servers.snapdoczilla]
command = "uvx" args = ["snapdoczilla-mcp"]
Needs uv, git and bash (on Windows: Git for Windows). The server does not read your code: your client does with its own file tools (in Claude Desktop, add a filesystem server). Use the MCP server or the skill in a given agent, not both.
| Tool | What it does |
|---|---|
snapdoczilla_status | Installed? Areas, commits not yet documented, pages, next ADR number, suggested next step |
snapdoczilla_install | Scaffolds documentation/, writes areas.conf, downloads Mermaid once |
snapdoczilla_get_rules | The rules the pages must follow (language, never invent, embed real code) |
snapdoczilla_changes_since_sync | Files and commits of an area since its last documented commit |
snapdoczilla_write_page | Writes one page, confined to documentation/source/, and adds it to nav |
snapdoczilla_build_html | Strict MkDocs build; a failed build keeps the previous site |
snapdoczilla_mark_synced | Records HEAD as the last documented commit of an area |
It also exposes the prompt document_project. Then just ask: *"Document this project"*.
What you get: a documentation/ folder in your repo. Anyone opens documentation/html/index.html with a double click: search and diagrams included, no install, no internet. Docs can't drift from code: pages embed the real source files on every build. See a full result in examples/shop (an Express API + React app; download the repo and open examples/shop/documentation/html/index.html).
Scope. It documents what lives in the repo, for any stack: Spring, Node (Express/Nest), Python (FastAPI/Django/Flask), .NET, Go, PHP, Ruby; Vue, React, Angular, Svelte.
| Backend | Frontend | Any project |
|---|---|---|
| Architecture with Mermaid flows, API map by resource, integrations, data model | Screens/routes, src/ structure, state, component pages (API + real usage + real code) | Overview, getting started, ADRs |
It does not take screenshots, run live demos, host anything or replace your OpenAPI/Swagger. Docs are written in the language you choose (English by default).
Requirements. To read: a browser. To generate/update: Git (with bash; on Windows, Git for Windows), Python 3 and an agent.
See Installation.
Document this project
The agent detects your areas (e.g. back=backend/, front=frontend/), installs the scaffolding, writes the first pages from your real code, builds the site and checks the diagrams. It never commits.
Open documentation/html/index.html.
Check git diff, fix anything flagged as *to be confirmed* and commit documentation/ (including html/, so readers need nothing installed).
./documentation/update.sh # all areas
./documentation/update.sh --front # one area ./documentation/update.sh --html-only # rebuild the HTML only, after editing .md by hand
On Windows, double-click documentation\update.cmd. Only what changed since the last sync goes to the agent. A pre-push hook reminds you (never blocks) when code changed without docs.
Claude Code is the default. Using another agent? Set DOCS_LLM:
| Agent | DOCS_LLM |
|---|---|
| Codex CLI | codex exec --full-auto |
| OpenCode | opencode run |
| Gemini CLI | gemini --yolo -p |
Or ask your agent *"update the docs"* inside a session. That works with every agent, Antigravity included.
Add a SnapDoczilla page for the Button component
You get what it is, how it works, props/events/slots, a real usage example from your app and the real source code.
cmmi profileDocument this project with SnapDoczilla using the CMMI profile
Same flows, plus a Process evidence page that maps CMMI practice areas (TS, DAR, PI, RDM, VV, PR, CM, PQA, OT, PAD) to the evidence in your repo, a *Requirement → Code → Tests → Page* traceability matrix and a baselines table per release tag. ADRs follow DAR (criteria + alternatives). Requirement IDs come only from real commits, branches or issues. The docs support an appraisal; they never claim compliance. Script: install.sh " " cmmi. MCP: snapdoczilla_install with profile: "cmmi".
Write the user manual for this app with SnapDoczilla
Adds a User manual section for the people who use the app: requirements, first steps, a screen map and one page per function with numbered steps, the exact button and field labels, the expected result and a *Message → Cause → What to do* table built from the real messages in the UI code. Screenshots are left as placeholders (img/ -NN.png) for a human to capture. With the cmmi profile the manual is also referenced as OT/VV evidence. Script: add-manual.sh . MCP: snapdoczilla_add_manual.
Architecture page, dark mode, diagram rendered offline.
They solve different problems. Docusaurus is an engine to build a site you write by hand. SnapDoczilla is a workflow: your agent writes the docs from the code and keeps them in sync.
| Docusaurus | SnapDoczilla | |
|---|---|---|
| Who writes | You | Your agent, from the real code |
| Staying current | Manual | Incremental, per git diff; code embedded from the real files |
| Read without a server | No | Yes, double-click |
| Stack | Node, React, MDX | Python only to build; nothing to read |
| Versions, multi-locale, blog, plugins | Yes | No |
Pick Docusaurus for a public product site with versions and many languages. Pick SnapDoczilla to make any codebase understandable to your team, today, and keep it that way.
documentation/html/ is a static site. To serve it with GitHub Pages, add .github/workflows/docs.yml to your repo and set *Settings → Pages → Source* to GitHub Actions:
name: docs
on: push: branches: [main] paths: [documentation/html/**] permissions: { contents: read, pages: write, id-token: write } jobs: deploy: runs-on: ubuntu-latest environment: github-pages steps:
documentation/
├── source/ # ed
Only the beginning is shown; read the rest in the repo